Shih-Fu Chang
#43,753
Most Influential Person Now
Taiwanese American computer scientist and electrical engineer
Shih-Fu Chang's AcademicInfluence.com Rankings
Shih-Fu Changengineering Degrees
Engineering
#1012
World Rank
#1571
Historical Rank
Cybernetics
#19
World Rank
#22
Historical Rank
Electrical Engineering
#175
World Rank
#203
Historical Rank
Shih-Fu Changcomputer-science Degrees
Computer Science
#2175
World Rank
#2263
Historical Rank
Information Systems
#4
World Rank
#4
Historical Rank
Machine Learning
#146
World Rank
#147
Historical Rank
Database
#309
World Rank
#323
Historical Rank
Download Badge
Engineering Computer Science
Shih-Fu Chang's Degrees
- PhD Electrical Engineering Stanford University
- Masters Electrical Engineering Stanford University
- Bachelors Electrical Engineering National Taiwan University
Why Is Shih-Fu Chang Influential?
(Suggest an Edit or Addition)According to Wikipedia, Shih-Fu Chang is a Taiwanese American computer scientist and electrical engineer noted for his research on multimedia information retrieval, computer vision, machine learning, and signal processing. Chang is currently the dean of the School of Engineering and Applied Science of Columbia University, where he is also the Morris A. and Alma Schapiro Professor. He served as the chair of the Special Interest Group of Multimedia of Association for Computing Machinery from 2013 to 2017. He was ranked as the Most Influential Scholar in the field of Multimedia by Aminer in 2016. He was elected as an ACM Fellow in 2017.
Shih-Fu Chang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Image Retrieval: Current Techniques, Promising Directions, and Open Issues (1999) (2586)
- VisualSEEk: a fully automated content-based image query system (1997) (2236)
- Supervised hashing with kernels (2012) (1378)
- Hashing with Graphs (2011) (1018)
- Overview of the MPEG-7 standard (2001) (813)
- Semi-Supervised Hashing for Large-Scale Search (2012) (783)
- Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs (2016) (765)
- Large-scale concept ontology for multimedia (2006) (733)
- Large-scale visual sentiment ontology and detectors using adjective noun pairs (2013) (652)
- Semi-supervised hashing for scalable image retrieval (2010) (644)
- Tools and techniques for color image retrieval (1996) (640)
- A robust image authentication method distinguishing JPEG compression from malicious manipulation (2001) (614)
- Large Graph Construction for Scalable Semi-Supervised Learning (2010) (525)
- Discrete Graph Hashing (2014) (498)
- CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos (2017) (489)
- Learning to Hash for Indexing Big Data—A Survey (2015) (468)
- Visual Translation Embedding Network for Visual Relation Detection (2017) (467)
- Transform features for texture classification and discrimination in large image databases (1994) (463)
- A robust content based digital signature for image authentication (1996) (457)
- Visually Searching the Web for Content (1997) (446)
- A fully automated content-based video search engine supporting spatiotemporal queries (1998) (443)
- Spherical hashing (2012) (428)
- VideoQ: an automated content based video search system using visual cues (1997) (410)
- Scene change detection in an MPEG-compressed video sequence (1995) (385)
- Graph construction and b-matching for semi-supervised learning (2009) (374)
- Unsupervised Embedding Learning via Invariant and Spreading Instance Feature (2019) (371)
- Manipulation and Compositing of MC-DCT Compressed Video (1995) (367)
- A highly efficient system for automatic face region detection in MPEG video (1997) (347)
- Sequential Projection Learning for Hashing with Compact Codes (2010) (344)
- Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks (2015) (320)
- A survey of multimodal sentiment analysis (2017) (317)
- ConvNet Architecture Search for Spatiotemporal Feature Learning (2017) (309)
- Robust visual domain adaptation with low-rank reconstruction (2012) (305)
- Segmentation using superpixels: A bipartite graph partitioning approach (2012) (300)
- Semi-supervised distance metric learning for Collaborative Image Retrieval (2008) (296)
- Semifragile watermarking for authenticating JPEG visual content (2000) (291)
- Consumer video understanding: a benchmark database and an evaluation of human and machine performance (2011) (290)
- Blind detection of photomontage using higher order statistics (2004) (280)
- An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections (2015) (280)
- VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text (2021) (279)
- Automated binary texture feature sets for image retrieval (1996) (279)
- Video search reranking via information bottleneck principle (2006) (271)
- Detecting Image Splicing using Geometry Invariants and Camera Characteristics Consistency (2006) (269)
- Video search reranking through random walk over document-level context graph (2007) (268)
- Algorithms and system for segmentation and structure analysis in soccer video (2001) (265)
- Detecting and Simulating Artifacts in GAN Fake Images (2019) (250)
- DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks (2014) (249)
- Structure analysis of soccer video with hidden Markov models (2002) (249)
- Single color extraction and image query (1995) (249)
- Visual information retrieval from large distributed online repositories (1997) (248)
- Structure analysis of soccer video with domain knowledge and hidden Markov models (2004) (244)
- Detecting image near-duplicate by stochastic attributed relational graph matching with learning (2004) (224)
- Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks (2017) (221)
- Clustering methods for video browsing and annotation (1996) (215)
- Designing Category-Level Attributes for Discriminative Visual Recognition (2013) (213)
- Robust late fusion with rank minimization (2012) (212)
- Columbia University’s Baseline Detectors for 374 LSCOM Semantic Visual Concepts (2007) (206)
- Semantic visual templates: linking visual features to semantics (1998) (204)
- Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach (2012) (201)
- To search or to label?: predicting the performance of search-based automatic image classifiers (2006) (201)
- Physics-motivated features for distinguishing photographic images and computer graphics (2005) (200)
- Structure analysis of sports video using domain models (2001) (198)
- Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks (2017) (196)
- Mobile product search with Bag of Hash Bits and boundary reranking (2011) (196)
- AutoLoc: Weakly-Supervised Temporal Action Localization in Untrimmed Videos (2018) (193)
- Image and video search engine for the World Wide Web (1997) (190)
- High-level event recognition in unconstrained videos (2013) (190)
- A model for image splicing (2004) (189)
- Robust and Scalable Graph-Based Semisupervised Learning (2012) (186)
- Cross-domain learning methods for high-level visual concept classification (2008) (185)
- SentiBank: large-scale ontology and classifiers for detecting sentiment and emotions in visual content (2013) (182)
- Circulant Binary Embedding (2014) (171)
- Robust multi-class transductive learning with graphs (2009) (168)
- Grounding Referring Expressions in Images by Variational Context (2017) (161)
- Conceptual framework for indexing visual information at multiple levels (1999) (158)
- Querying by color regions using VisualSEEk content-based visual query system (1997) (158)
- Event detection in baseball video using superimposed caption recognition (2002) (158)
- Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction (2006) (155)
- Video Adaptation: Concepts, Technologies, and Open Issues (2005) (154)
- Graph transduction via alternating minimization (2008) (151)
- A Data Set of Authentic and Spliced Image Blocks (2004) (149)
- New semi-fragile image authentication watermarking techniques using random bias and nonuniform quantization (2002) (149)
- In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision (2010) (146)
- Quad-tree segmentation for texture-based image query (1994) (145)
- Multi-Granularity Generator for Temporal Action Proposal (2018) (143)
- Scalable similarity search with optimized kernel hashing (2010) (142)
- Kodak's consumer video benchmark data set: concept definition and annotation (2007) (139)
- Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment (2008) (136)
- Large-scale multimodal semantic concept detection for consumer video (2007) (135)
- Integrated spatial and feature image query (1999) (134)
- Survey of compressed-domain features used in audio-visual indexing and analysis (2003) (129)
- Determining computable scenes in films and their structures using audio-visual memory models (2000) (129)
- PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN (2017) (129)
- Video Event Detection by Inferring Temporal Instance Labels (2014) (127)
- Learning with Partially Absorbing Random Walks (2012) (127)
- Image Popularity Prediction in Social Media Using Sentiment and Context Features (2015) (126)
- Compact hashing with joint optimization of search accuracy and time (2011) (123)
- Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology (2015) (121)
- SIFT-Bag kernel for video event analysis (2008) (121)
- Counterfactual Critic Multi-Agent Training for Scene Graph Generation (2018) (119)
- Image Splicing Detection using Camera Response Function Consistency and Automatic Segmentation (2007) (119)
- Compressed-domain techniques for image/video indexing and manipulation (1995) (118)
- The holy grail of content-based media analysis (2002) (118)
- Learning Spread-Out Local Feature Descriptors (2017) (115)
- Semi-supervised learning using greedy max-cut (2013) (115)
- Bridging Knowledge Graphs to Generate Scene Graphs (2020) (114)
- Open-Vocabulary Object Detection Using Captions (2020) (114)
- Passive-blind Image Forensics (2006) (113)
- Deep Transfer Network: Unsupervised Domain Adaptation (2015) (112)
- EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video (2015) (112)
- Video scene segmentation using video and audio features (2000) (112)
- Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching (2010) (111)
- CVEPS - a compressed video editing and parsing system (1997) (108)
- Object-Based Visual Sentiment Concept Analysis and Application (2014) (106)
- Distortion Modeling and Invariant Extraction for Digital Image Print-and-Scan Process (2000) (105)
- Columbia Photographic Images and Photorealistic Computer Graphics Dataset (2005) (103)
- A utility framework for the automatic generation of audio-visual skims (2002) (103)
- Using a Knowledge Graph to Combat Human Trafficking (2015) (103)
- An integrated approach for content-based video object segmentation and retrieval (1999) (101)
- Locally Linear Hashing for Extracting Non-linear Manifolds (2014) (101)
- Issues and solutions for authenticating MPEG video (1999) (100)
- Error-resilient transcoding for video over wireless channels (2000) (100)
- Integration of Visual and Text-Based Approaches for the Content Labeling and Classification of Photographs (1999) (100)
- Weak attributes for large-scale image retrieval (2012) (99)
- Local color and texture extraction and spatial query (1996) (98)
- Reranking Methods for Visual Search (2007) (98)
- MetaSEEk: a content-based metasearch engine for images (1997) (96)
- Embedding visible video watermarks in the compressed domain (1998) (96)
- A reranking approach for context-based concept fusion in video indexing and retrieval (2007) (95)
- Motion trajectory matching of video objects (1999) (95)
- Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks (2018) (95)
- Spherical Hashing: Binary Code Embedding with Hyperspheres (2015) (94)
- Camera Response Functions for Image Forensics: An Automatic Algorithm for Splicing Detection (2010) (94)
- Domain adaptive semantic diffusion for large scale context-based video annotation (2009) (93)
- Multimedia database management systems (1999) (93)
- Generating Robust Digital Signature for Image/Video Authentication (1998) (92)
- MediaNet: a multimedia information network for knowledge representation (2000) (90)
- Hash Bit Selection: A Unified Solution for Selection Problems in Hashing (2013) (88)
- Automatic discovery of query-class-dependent models for multimodal search (2005) (87)
- SVM for learning with label proportions (2013) (86)
- Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search (2008) (86)
- Next-generation content representation, creation, and searching for new-media applications in education (1998) (85)
- Story boundary detection in large broadcast news video archives: techniques, experience and trends (2004) (84)
- Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification (2017) (83)
- DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition (2019) (82)
- Closing the loop in cortically-coupled computer vision: a brain–computer interface for searching image databases (2011) (81)
- Using Geometry Invariants for Camera Response Function Estimation (2007) (80)
- Context-Based Concept Fusion with Boosted Conditional Random Fields (2007) (80)
- Query-Adaptive Image Search With Hash Codes (2013) (79)
- Predicting Viewer Perceived Emotions in Animated GIFs (2014) (78)
- Learning Discriminative and Transformation Covariant Local Feature Detectors (2017) (78)
- Compact Hyperplane Hashing with Bilinear Functions (2012) (78)
- Noise resistant graph ranking for improved web image search (2011) (78)
- SARI: self-authentication-and-recovery image watermarking system (2001) (77)
- Computable scenes and structures in films (2002) (76)
- Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models (2003) (75)
- Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment (2007) (75)
- Discovery and fusion of salient multimodal features toward news story segmentation (2003) (75)
- Brain state decoding for rapid image retrieval (2009) (75)
- Deep Cross Residual Learning for Multitask Visual Recognition (2016) (74)
- A new approach to decoding and compositing motion-compensated DCT-based images (1993) (74)
- Large-Scale Video Hashing via Structure Learning (2013) (74)
- Content-adaptive utility-based video adaptation (2003) (74)
- COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation (2020) (74)
- Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images (2014) (74)
- Spatio-temporal video search using the object based video representation (1997) (73)
- Single-view recaptured image detection based on physics-based features (2010) (73)
- Tools for compressed-domain video indexing and editing (1996) (73)
- PERSIVAL, a system for personalized search and summarization over multimedia healthcare information (2001) (73)
- A conceptual framework and empirical research for classifying visual descriptors (2001) (73)
- Cellular Phenotype Recognition for High-Content RNA Interference Genome-Wide Screening (2008) (72)
- Designing high-throughput VLC decoder. I. Concurrent VLSI architectures (1992) (71)
- Real-time pose estimation of deformable objects using a volumetric approach (2014) (71)
- Using Relevance Feedback in Content-Based Image Metasearch (1998) (70)
- Short-term audio-visual atoms for generic video concept classification (2009) (68)
- Towards a comprehensive computational model foraesthetic assessment of videos (2013) (68)
- Sample-Specific Late Fusion for Visual Category Recognition (2013) (68)
- Real-time view recognition and event detection for sports video (2004) (67)
- Algorithms and system for segmentation and structure analysis in soccer video (2001) (66)
- A secure and robust digital signature scheme for JPEG2000 image authentication (2005) (66)
- Visual Event Detection using Multi-Dimensional Concept Dynamics (2006) (65)
- Real-time content-based adaptive streaming of sports videos (2001) (64)
- Semantic video clustering across sources using bipartite spectral clustering (2004) (64)
- Semantic context transfer across heterogeneous sources for domain adaptive video search (2009) (63)
- Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts (2006) (62)
- Exploring Text and Image Features to Classify Images in Bioscience Literature (2006) (62)
- Unsupervised Mining of Statistical Temporal Structures in Video (2003) (61)
- Augmentation Invariant and Instance Spreading Feature for Softmax Embedding (2020) (61)
- Super Fast Event Recognition in Internet Videos (2015) (61)
- On Learning with Label Proportions (2014) (60)
- Fast Semantic Diffusion for Large-Scale Context-Based Image and Video Annotation (2012) (60)
- Regrasping and unfolding of garments using predictive thin shell modeling (2015) (60)
- \(\propto\)SVM for Learning with Label Proportions (2013) (60)
- A new semi-fragile image authentication framework combining ECC and PKI infrastructures (2002) (59)
- Internet image archaeology: automatically tracing the manipulation history of photographs on the web (2008) (58)
- Automatic view recognition in echocardiogram videos using parts-based representation (2004) (58)
- Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation (2017) (58)
- Fast kernel learning for spatial pyramid matching (2008) (58)
- Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation (2005) (57)
- Learning to Detect Scene Text Using a Higher-Order MRF with Belief Propagation (2004) (57)
- Towards low bit rate mobile visual search with multiple-channel coding (2011) (57)
- Entity-aware Image Caption Generation (2018) (55)
- Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification (2014) (55)
- General and domain-specific techniques for detecting and recognizing superimposed text in video (2002) (54)
- Scene Aligned Pooling for Complex Video Recognition (2012) (54)
- On the Difficulty of Nearest Neighbor Search (2012) (53)
- Cross-lingual Structure Transfer for Relation and Event Extraction (2019) (53)
- Query-Adaptive Fusion for Multimodal Search (2008) (53)
- Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment (2021) (53)
- Extracting multidimensional signal features for content-based visual query (1995) (52)
- Combining text and audio-visual features in video indexing (2005) (52)
- Cross-media Structured Common Space for Multimedia Event Extraction (2020) (51)
- Color-mood analysis of films based on syntactic and psychological models (2004) (51)
- Predicting Viewer Affective Comments Based on Image Content in Social Media (2014) (51)
- Active query sensing for mobile location search (2011) (51)
- Submodular video hashing: a unified framework towards video pooling and indexing (2012) (50)
- Semantic knowledge construction from annotated image collections (2002) (50)
- Content-based utility function prediction for real-time MPEG-4 video transcoding (2003) (50)
- Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels (2008) (49)
- Proceedings of the international conference on Multimedia (2010) (49)
- Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation (2004) (49)
- Brief Descriptions of Visual Features for Baseline TRECVID Concept Detectors (2006) (49)
- VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection (2009) (48)
- Utility-Based Video Adaptation for Universal Multimedia Access (UMA) and Content-Based Utility Function Prediction for Real-Time Video Transcoding (2007) (48)
- Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding (2018) (48)
- Development of Columbia's video on demand testbed (1996) (48)
- Structural and semantic analysis of video (2000) (48)
- Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks (2021) (48)
- Learning Visual Commonsense for Robust Scene Graph Generation (2020) (48)
- Low-Rank Similarity Metric Learning in High Dimensions (2015) (48)
- Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation (2005) (48)
- Active Context-Based Concept Fusionwith Partial User Labels (2006) (47)
- Compact Nonlinear Maps and Circulant Extensions (2015) (47)
- Audio scene segmentation using multiple features, models and time scales (2000) (47)
- Lost in binarization: query-adaptive ranking for similar image search with compact codes (2011) (46)
- Fast Neural Networks with Circulant Projections (2015) (46)
- Model-based classification of visual information for content-based retrieval (1998) (46)
- CU-VIREO 374 : Fusing Columbia 374 and VIREO 374 for Large Scale Semantic Concept Detection (2008) (46)
- Near Duplicate Identification With Spatially Aligned Pyramid Matching (2010) (45)
- A knowledge engineering approach for image classification based on probabilistic reasoning systems (2000) (44)
- Online Detection of Action Start in Untrimmed, Streaming Videos (2018) (44)
- GAIA: A Fine-grained Multimedia Knowledge Extraction System (2020) (43)
- SaFe: a general framework for integrated spatial and feature image search (1997) (43)
- Recent Advances and Challenges of Semantic Image/Video Search (2007) (43)
- Discovering joint audio–visual codewords for video event detection (2013) (43)
- Condensing computable scenes using visual complexity and film syntax analysis (2001) (42)
- Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding (2004) (42)
- Attributes and categories for generic instance search from one example (2015) (42)
- Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos (2021) (42)
- Visual islands: intuitive browsing of visual search results (2008) (42)
- Using human observer eye movements in automatic image classifiers (2001) (42)
- AMOS: an active system for MPEG-4 video object segmentation (1998) (41)
- A statistical framework for fusing mid-level perceptual features in news story segmentation (2003) (41)
- Zero-error information hiding capacity of digital images (2001) (41)
- BBN VISER TRECVID 2011 Multimedia Event Detection System (2011) (41)
- Fast Orthogonal Projection Based on Kronecker Product (2015) (41)
- Automatic Reconstruction of Neural Morphologies with Multi-Scale Tracking (2012) (40)
- Near duplicate image identification with patially Aligned Pyramid Matching (2008) (40)
- Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences (2014) (40)
- Image classification using multimedia knowledge networks (2003) (40)
- Finding Images/Video in Large Archives: Columbia's Content-Based Visual Query Project (1997) (39)
- Multi-stage classi cation of images from features and related text (1997) (39)
- Neurally and ocularly informed graph-based models for searching 3D environments (2014) (39)
- Semi-fragile image authentication using generic wavelet domain features and ECC (2002) (39)
- Label diagnosis through self tuning for web image search (2009) (38)
- News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003 (2004) (38)
- A crypto signature scheme for image authentication over wireless channel (2004) (38)
- Transform coding of arbitrarily-shaped image segments (1993) (38)
- Weakly Supervised Visual Semantic Parsing (2020) (37)
- A quantitative semi-fragile JPEG2000 image authentication system (2002) (37)
- Constrained utility maximization for generating visual skims (2001) (37)
- VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs (2021) (36)
- IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System (2011) (36)
- Label Propagation from ImageNet to 3D Point Clouds (2013) (36)
- Watermarking capacity of digital images based on domain-specific masking effects (2001) (36)
- Scalable MPEG2 Video Servers with Heterogeneous QoS on Parallel Disk Arrays (1995) (35)
- BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems (2012) (35)
- Perceptual knowledge construction from annotated image collections (2002) (35)
- CuZero: embracing the frontier of interactive visual search for informed users (2008) (35)
- Distributed Low-Rank Subspace Segmentation (2013) (35)
- Structured exploration of who, what, when, and where in heterogeneous multimedia news sources (2013) (35)
- Detection of non-identical duplicate consumer photographs (2003) (34)
- Classifying Photographic and Photorealistic Computer Graphic Images using Natural Image Statistics (2006) (34)
- Object-based multimedia content description schemes and applications for MPEG-7 (2000) (34)
- Blind Detection of Digital Photomontage using Higher Order Statistics (2004) (34)
- Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs (2016) (33)
- A Robust and Secure Media Signature Scheme for JPEG Images (2002) (33)
- Few-Shot Object Detection with Fully Cross-Transformer (2022) (33)
- MPEG-7 MDS Content Description Tools and Applications (2001) (33)
- Joint audio-visual bi-modal codewords for video event detection (2012) (33)
- RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System (2021) (33)
- Discovering meaningful multimedia patterns with audio-visual concepts and associated text (2004) (32)
- Modeling Scene and Object Contexts for Human Action Retrieval With Few Examples (2011) (32)
- Concept-based electronic health records: opportunities and challenges (2006) (32)
- Quality-Optimized and Secure End-to-End Authentication for Media Delivery (2008) (32)
- Heated-Up Softmax Embedding (2018) (32)
- COLUMBIA-IBM NEWS VIDEO STORY SEGMENTATION IN TRECVID 2004 (2005) (32)
- Robust Object Co-detection (2013) (31)
- Multimedia Search and Retrieval (1999) (31)
- Hybrid social media network (2012) (31)
- Improving Event Extraction via Multimodal Integration (2017) (31)
- PatternNet: Visual Pattern Mining with Deep Neural Network (2017) (31)
- Partner-Assisted Learning for Few-Shot Image Classification (2021) (30)
- Learning Hierarchical Hidden Markov Models for Video Structure Discovery (2003) (30)
- Multimedia access and retrieval: the state of the art and future directions (panel session). (1999) (30)
- Model-Driven Feedforward Prediction for Manipulation of Deformable Objects (2016) (30)
- Commercial detection in heterogeneous video streams using fused multi-modal and temporal features (2005) (29)
- Statistical fusion of multiple cues for image tampering detection (2008) (29)
- Minimally Needed Evidence for Complex Event Recognition in Unconstrained Videos (2014) (29)
- Content-based indexing and retrieval of visual information (1997) (29)
- Automatic Multimedia Knowledge Discovery, Summarization and Evaluation (2003) (29)
- CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation (2019) (29)
- Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding (2020) (29)
- Duplicate detection in consumer photography and news video (2002) (29)
- FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding (2002) (29)
- Optimal Video Adaptation and Skimming Using a Utility-Based Framework (2002) (28)
- Multimedia Knowledge Integration, Summarization And Evaluation (2002) (28)
- Enhancing Bilinear Subspace Learning by Element Rearrangement (2009) (28)
- Using self-authentication and recovery images for error concealment in wireless environments (2001) (28)
- Urban Semantic 3D Reconstruction From Multiview Satellite Imagery (2019) (27)
- Interactive Segmentation on RGBD Images via Cue Selection (2016) (27)
- Mixed image-keyword query adaptive hashing over multilabel images (2014) (26)
- Multimedia Storage and Archiving Systems III (1998) (26)
- Video Search and High-Level Feature Extraction (2005) (26)
- A Bayesian framework for fusing multiple word knowledge models in videotext recognition (2003) (26)
- Revision of LSCOM Event/Activity Annotations (2006) (26)
- Localizing Actions from Video Labels and Pseudo-Annotations (2017) (26)
- Image retrieval with sketches and compositions (2000) (25)
- Advances in Multimedia Information Processing — PCM 2001 (2001) (25)
- On Binary Embedding using Circulant Matrices (2015) (25)
- Multimodal Social Media Analysis for Gang Violence Prevention (2018) (25)
- VideoQ: a fully automated video retrieval system using motion sketches (1998) (24)
- Video server retrieval scheduling for variable bit rate scalable video (1996) (24)
- Modeling Attributes from Category-Attribute Proportions (2014) (24)
- Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News (2014) (24)
- Encoding Concept Prototypes for Video Event Detection and Summarization (2015) (24)
- Segmentation, structure detection and summarization of multimedia sequences (2002) (24)
- An online system for classifying computer graphics images from natural photographs (2006) (24)
- Complexity Adaptive H.264 Encoding for Light Weight Streams (2006) (24)
- Utility-based Network Adaptation for MPEG-4 Systems (1999) (23)
- An Optimal Framework of Video Adaptation and Its Application to Rate Adaptation Transcoding (2005) (23)
- A Generative-Discriminative Hybrid Method for Multi-View Object Detection (2006) (23)
- IMKA: a multimedia organization system combining perceptual and semantic knowledge (2001) (23)
- Identification of fluid and substrate chemistry based on automatic pattern recognition of stains (2012) (22)
- IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems (2012) (22)
- Multimedia access and retrieval (panel session): the state of the art and future directions (1999) (22)
- Frequency and spatially adaptive wavelet packets (1995) (22)
- A Framework for Sub-Window Shot Detection (2005) (22)
- Digital image/video library and MPEG-7: standardization and research issues (1998) (22)
- Pattern Mining in Visual Concept Streams (2006) (21)
- Element Rearrangement for Tensor-Based Subspace Learning (2007) (21)
- Learning Sample Specific Weights for Late Fusion (2015) (21)
- A Bayesian Approach to Multimodal Visual Dictionary Learning (2013) (21)
- Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation (2018) (21)
- Efficient Techniques for Feature-Based Image/Video Access and Manipulation (1996) (20)
- Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions (2021) (20)
- Event Specific Multimodal Pattern Mining for Knowledge Base Construction (2016) (20)
- Compositing Motion-Compensated Video Within the Network (1992) (20)
- Context-Gated Convolution (2019) (20)
- Discrimination of Computer Synthesized or Recaptured Images from Real Images (2013) (20)
- Conceptual structures and computational methods for indexing and organization of visual information (2003) (20)
- Echocardiogram video summarization (2001) (20)
- Hash Bit Selection for Nearest Neighbor Search (2017) (20)
- DYNAMIC LOCAL TRACING FOR 3D AXON CURVILINEAR STRUCTURE DETECTION FROM MICROSCOPIC IMAGE STACK (2007) (19)
- Compact hashing for mixed image-keyword query over multi-label images (2012) (19)
- Long-term moving object segmentation and tracking using spatio-temporal consistency (2001) (19)
- New algorithms for processing images in the transform-compressed domain (1995) (19)
- Automatic selection of visual features and classifiers (1999) (19)
- Incorporating Background Knowledge into Video Description Generation (2018) (19)
- Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams [video applications] (2005) (19)
- An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling (2009) (19)
- Assistive Image Comment Robot—A Novel Mid-Level Concept-Based Representation (2015) (19)
- Efficient video sequence retrieval in large repositories (1998) (18)
- FaceTrack: tracking and summarizing faces from compressed video (1999) (18)
- Columbia digital news project: an environment for briefing and search over multimedia information (1998) (18)
- 3D shape retrieval using a single depth image from low-cost sensors (2016) (18)
- MPEG video compositing in the compressed domain (1996) (18)
- Blind Passive Media Forensics: Motivation and Opportunity (2007) (18)
- Proceedings of the 19th ACM international conference on Multimedia (2010) (18)
- Multimedia knowledge: discovery, classification, browsing, and retrieval (2005) (17)
- Columbia University's semantic video search engine (2007) (17)
- Cross-document Event Coreference Resolution based on Cross-media Features (2015) (17)
- Compressed-Domain Content-Based Image and Video Retrieval (1996) (17)
- Concepts and Techniques for Indexing Visual Semantics (2002) (17)
- Scalable Visual Instance Mining with Threads of Features (2014) (17)
- News rover: exploring topical structures and serendipity in heterogeneous multimedia news (2013) (16)
- Kernel Sharing With Joint Boosting For Multi-Class Concept Detection (2007) (16)
- VISMap: an interactive image/video retrieval system using visualization and concept maps (2001) (16)
- Designing High-Throughput VLC Decoder (1992) (16)
- Learning To Recognize Procedural Activities with Distant Supervision (2022) (16)
- From Low-Cost Depth Sensors to CAD: Cross-Domain 3D Shape Retrieval via Regression Tree Fields (2014) (16)
- Effective algorithms for video transmission over wireless channels (1998) (16)
- Echocardiogram videos: summarization, temporal segmentation and browsing (2002) (16)
- Unsupervised pattern discovery for multimedia sequences (2005) (16)
- Multilingual Visual Sentiment Concept Matching (2016) (16)
- Anomaly detection in information streams without prior domain knowledge (2011) (15)
- Discovering recurrent visual semantics in consumer photographs (2000) (15)
- Accelerated Large Scale Optimization by Concomitant Hashing (2012) (15)
- Video-server retrieval scheduling and resource reservation for variable bit rate scalable video (2000) (15)
- Content-based video summarization and adaptation for ubiquitous media access (2003) (15)
- Principles and applications of content-aware video communication (2000) (15)
- Real-time personalized sports video filtering and summarization (2001) (15)
- Learning component-level sparse representation using histogram information for image classification (2011) (15)
- Learning Structured Visual Detectors from User Input at Multiple Levels (2001) (15)
- Hierarchical global motion estimation/compensation in low bitrate video coding (1997) (15)
- P-1 Extracting Multi-Dimensional Signal Features for Content-Based Visual Query (1995) (15)
- Columbia University TRECVID 2007 High-Level Feature Extraction (2007) (15)
- The Holy Grail of Content-Based (2002) (15)
- Self-describing schemes for interoperable MPEG-7 multimedia content descriptions (1998) (14)
- Cortically-Coupled Computer Vision (2010) (14)
- Integrating Multiple Classifiers In Visual Object Detectors Learned From User Input (2000) (14)
- Building A Large Concept Bank for Representing Events in Video (2014) (14)
- Anchor Shot Detection in TRECVID-2005 Broadcast News Videos (2006) (14)
- Camera Response Function Estimation from a Single-channel Image Using Differential Invariants (2006) (14)
- Uncertainty-Aware Few-Shot Image Classification (2020) (13)
- Cross-media Event Extraction and Recommendation (2016) (13)
- Relevance aggregation projections for image retrieval (2008) (13)
- Introduction to the special issue on MPEG-7 (2001) (13)
- Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology (2016) (13)
- A Content-Based Image Meta-Search Engine using Relevance Feedback (1998) (13)
- CamSwarm: Instantaneous Smartphone Camera Arrays for Collaborative Photography (2015) (13)
- CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks (2022) (13)
- Exploring image functionalities in WWW applications development of image/video search and editing engines (1997) (13)
- Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions (2019) (13)
- Predicting optimal operation of MC-3DSBC multidimensional scalable video coding using subjective quality measurement (2004) (13)
- Deep Image Set Hashing (2016) (12)
- Lessons Learned from Online Classification of Photo-Realistic Computer Graphics and Photographs (2007) (12)
- Content-based dynamic resource allocation for VBR video in bandwidth limited networks (1998) (12)
- Statistical and geometric methods for passive-blind image forensics (2007) (12)
- Video Analysis and Summarization at Structural and Semantic Levels (2003) (12)
- Audio-visual atoms for generic video concept classification (2010) (12)
- Predicting Evoked Emotions in Video (2014) (12)
- Joint adaptive space and frequency basis selection (1997) (11)
- New challenges in multimedia research for the increasingly connected and fast growing digital society (2007) (11)
- Robust digital signature for multimedia authentication (2003) (11)
- Video mining: pattern discovery versus pattern recognition (2004) (11)
- Video transcoding for resilience in wireless channels (1998) (11)
- Joint Multimedia Event Extraction from Video and Article (2021) (11)
- Buffer control techniques for compressed-domain video editing (1996) (11)
- Understanding and modeling user interests in consumer videos (2004) (11)
- A practical methodology for guaranteeing quality of service for video-on-demand (2000) (11)
- Development of Advanced Image / Video Servers in A Video on Demand Testbed (1994) (11)
- Generating Multimedia Briefings: Coordinating Language and Illustration (1998) (10)
- Automatic face-region detection in MPEG video sequences (1996) (10)
- A content based video traffic model using camera operations (1996) (10)
- Discovering Image Manipulation History by Pairwise Relation and Forensics Tools (2020) (10)
- Statistical part-based models: theory and applications in image similarity, object detection and region labeling (2006) (10)
- Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval (2019) (10)
- Survey on Compressed-Domain Features used in Video / Audio Indexing and Analysis (2001) (10)
- Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions (2020) (10)
- General Partial Label Learning via Dual Bipartite Graph Autoencoder (2020) (10)
- Analyzing the Harmonic Structure in Graph-Based Learning (2013) (10)
- Uploader Intent for Online Video: Typology, Inference, and Applications (2015) (10)
- Cellular Phenotype Recognition for High-Content RNAi Genome-Wide Screening (2007) (10)
- Editorial IEEE Transactions on Multimedia Special Section on Video Analytics: Challenges, Algorithms, and Applications (2018) (9)
- Generating semantic visual templates for video databases (2000) (9)
- Feature selection for unsupervised discovery of statistical temporal structures in video (2003) (9)
- Error accumulation of repetitive image coding (1994) (9)
- Discriminative Indexing for Probabilistic Image Patch Priors (2014) (9)
- Adaptive image matching in the subband domain (1996) (9)
- Video skims: taxonomies and an optimal generation framework (2002) (9)
- Combining computer and human vision into a BCI: Can the whole be greater than the sum of its parts? (2010) (9)
- Towards Optimal Discriminating Order for Multiclass Classification (2011) (8)
- GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System (2018) (8)
- How far we've come: Impact of 20 years of multimedia information retrieval (2013) (8)
- Automatic Feature Extraction and Indexing for Content-Based Visual Query (1995) (8)
- PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography (2015) (8)
- Experiments in constructing belief networks for image classification systems (2000) (8)
- Identifying and prefiltering images (2009) (8)
- AutoLoc: Weakly-supervised Temporal Action Localization (2018) (8)
- SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning (2021) (8)
- Columbia's VoD and Multimedia Research Testbed with Heterogeneous Network Support (1997) (8)
- Enhancing image search engines in visual information environments (1997) (8)
- A Multi-media Approach to Cross-lingual Entity Knowledge Transfer (2016) (8)
- Learning to Learn Words from Visual Scenes (2019) (8)
- Columbia Digital News System. An environment for briefing and search over multimedia information (1997) (7)
- Video on Demand Systems: Technology, Interoperability, and Trials (1997) (7)
- Extraction, description and application of multimedia using MPEG-7 (2003) (7)
- Stochastic Attributed Relational Graph Matching for Image Near-Duplicate Detection (2004) (7)
- Image tampering detection for forensics applications (2009) (7)
- Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition (2019) (7)
- A : FIGURES AND TABLES (2000) (7)
- Identification of biomarkers for risk stratification of cardiovascular events using genetic algorithm with recursive local floating search (2009) (7)
- Analogical Reasoning for Visually Grounded Language Acquisition (2020) (6)
- Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines (2008) (6)
- GAIA at SM-KBP 2020-A Dockerized Multi-media Multi-lingual Knowledge Extraction, Clustering, Temporal Tracking and Hypothesis Generation System (2021) (6)
- Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition (2020) (6)
- FCVID : Fudan-Columbia Video Dataset (2016) (6)
- Columbia TAG System - Transductive Annotation by Graph Version 1.0 (2008) (6)
- Visual information retrieval from large distributed online (1997) (6)
- An Introduction to the Special Issue on Event Analysis in Videos (2008) (6)
- More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs (2017) (6)
- Introduction to the special issue on object-based video coding and description (1999) (6)
- An information-theoretic framework towards large-scale video structuring, threading, and retrieval (2007) (6)
- Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos (2021) (6)
- Special issue on multimedia adaptation (2002) (6)
- Learning to Hash for Indexing Big DataVA Survey Thispaperprovidesreaderswithasystematicunderstandingofinsights,pros,andcons of the emerging indexing and search methods for Big Data. (2016) (5)
- Advanced techniques for semantic concept detection in general videos (2010) (5)
- Learning to Learn Words from Narrated Video (2019) (5)
- Frontiers of Multimedia Research (2018) (5)
- MPEG-4 Real Time FD-CD Transcoding (2003) (5)
- GUEST EDITORS' INTRODUCTION: Content-Based Access of Image and Video Libraries (1999) (5)
- Learning Random Attributed Relational Graph for Part-based Object Detection (2005) (5)
- Going Deeper for Multilingual Visual Sentiment Detection (2016) (5)
- Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos (2006) (5)
- Beyond Triplet Loss: Meta Prototypical N-Tuple Loss for Person Re-identification (2020) (5)
- Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps (2019) (5)
- Proceedings of the 2000 ACM workshops on Multimedia (2000) (5)
- Enabling MPEG-7 structural and semantic descriptions in retrieval applications (2007) (5)
- Objective and subjective quality of service performance of video-on-demand in ATM-WAN (1999) (5)
- VLSI designs for high-speed Huffman decoder (1991) (5)
- Feature Selection and Order Identification for Unsupervised Discovery of Statistical Temporal Structures in Video (2003) (5)
- Columbia MVSO Image Sentiment Dataset (2016) (5)
- SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment (2016) (5)
- Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo) (2015) (4)
- WebClip: a WWW video editing/browsing system (1997) (4)
- New insights into Laplacian similarity search (2015) (4)
- Experiments for Multiple Level Classification of Visual Descriptors (1999) (4)
- Searching and editing MPEG-compressed video in a distributed online environment (1999) (4)
- LSVC2017: Large-Scale Video Classification Challenge (2017) (4)
- VQ-based digital signature scheme for multimedia content authentication (2000) (4)
- Content-based VBR Video Tra c Modeling and its Application to Dynamic Network Resource Allocation (1997) (4)
- GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System (2019) (4)
- Invar iant Extraction for Digital Image Pr int-and-Scan Process (1999) (4)
- Exploring functionalities in the compressed image/video domain (1995) (4)
- Multilingual visual sentiment concept clustering and analysis (2017) (4)
- Algorithms and System for High-Level Structure Analysis and Event Detection in Soccer Video (2001) (4)
- Advances in multimedia information processing : PCM 2001 : Second IEEE Pacific Rim Conference on Multimedia, Beijing, China, October 24-26, 2001 : proceedings (2001) (4)
- Advanced techniques for multimedia search: leveraging cues from content and structure (2009) (4)
- Visual saliency with side information (2009) (4)
- Sentiment concept embedding for visual affect recognition (2019) (4)
- Video Shot Detection Combining Multiple Visual Features (2000) (4)
- Hybrid object-based/block-based coding in video compression at very low bit-rate (1997) (4)
- PatternNet (2018) (4)
- Manipulation and Compositing of MC-DCT Compressed Video Manuscript received September 19, 1993; revised June 19, 1994. This paper was presented in part at IEEE ICASSP, Minneapolis, MN, 1993.IEEE Log Number 9406079. (2001) (4)
- Muti-scale temporal segmentation and outlier detection in sensor networks (2009) (4)
- MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes (2017) (4)
- Media Search in Mobile Devices [From the Guest Editors] (2011) (4)
- A distributed system for editing and browsing compressed video over the network (1997) (4)
- Content-Processing for Video Browsing, Retrieval, and Editing (1999) (3)
- New Frontiers of Large Scale Multimedia Information Retrieval (2016) (3)
- Automatic visual pattern mining from categorical image dataset (2018) (3)
- Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language (2020) (3)
- Video on Demand Systems (1997) (3)
- DAVIC and Interoperability Experiments (1997) (3)
- Region feature based similarity searching of semantic video objects (1999) (3)
- MULTI-SCALE TEMPORAL SEGMENTATION AND OUTLIER DETECTION IN SENSOR NETWORKS (2009) (3)
- 6 Conclusions And Future Work (2007) (3)
- Web-Scale Multimedia Processing and Applications (2012) (3)
- Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds (2020) (3)
- Subjective Quality of Service Performance of Video-on-Demand under Extreme ATM Impairment Conditions (1997) (3)
- Content-Based Video Transmission over Wireless Channels (1997) (3)
- Bi-directional object-based coding in video compression at very low bitrate (1996) (3)
- Active query sensing: Suggesting the best query view for mobile visual search (2012) (3)
- A guided, low-latency, and relevance propagation framework for interactive multimedia search (2010) (2)
- Online Action Detection in Untrimmed, Streaming Videos. (2018) (2)
- Pattern Mining in Large-Scale Image and Video Sources p (2004) (2)
- Cross-lingual Structure Transfer for Zero-resource Event Extraction (2020) (2)
- USING FEEDBACK IN CONTENT- IMAGE METASEARCH (1998) (2)
- RETRIEVAL FOR IMAGE AND VIDEO DATABASES IV 1 Tools and Techniques for Color Image Retrieval (1999) (2)
- Recent Advances and Open Issues of Digital Image/Video Search (2007) (2)
- LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization (2019) (2)
- Ask not what your postdoc can do for you ... (2017) (2)
- Key Challenges for Multimedia Research in the Next Ten Years (2019) (2)
- Generic Instance Search and Re-identification from One Example via Attributes and Categories (2016) (2)
- Event Specific Multimodal Pattern Mining with Image-Caption Pairs (2015) (2)
- Structure Parsing and Event Detection for Sports Video (2000) (2)
- Content based multimedia retrieval: lessons learned from two decades of research (2011) (2)
- PreViTS: Contrastive Pretraining with Video Tracking Supervision (2021) (2)
- Mobile media search: has media search finally found its perfect platform? part II (2009) (2)
- ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia (2015) (2)
- Differential compression and optimal caching methods for content-based image search systems (1999) (2)
- FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia (2019) (2)
- Unifying Specialist Image Embedding into Universal Image Embedding (2020) (2)
- Media Search in Mobile Devices (2011) (2)
- Towards Train-Test Consistency for Semi-supervised Temporal Action Localization (2019) (2)
- Proceedings of the eighth ACM international conference on Multimedia (2000) (2)
- A mobile location search system with active query sensing (2011) (2)
- Signature-Based Media Authentication (2004) (2)
- Web-Scale Multimedia Processing and Applications [Scanning the Issue] (2012) (2)
- Detecting Generic Visual Eventswith Temporal Cues (2006) (1)
- EE-USAD: ACM MM 2018Workshop on UnderstandingSubjective Attributes of Data focus on Evoked Emotions (2018) (1)
- Columbia University's semantic video search engine 2008 (2008) (1)
- FGS + : A FINE-GRANULAR SPATIO-TEMPORAL-SNR SCALABLE VIDEO CODER (1)
- A Content Based Approach to VBR Video Source Modeling (1999) (1)
- Space adaptive wavelet packet image compression (1996) (1)
- 1 CHAPTER 1 : PASSIVE-BLIND IMAGE FORENSICS (2006) (1)
- View segmentation and static/dynamic summary generation for echocardiogram videos (2001) (1)
- Special Issue on Image Technology for World Wide Web Applications: Guest Editors' Comments (1998) (1)
- Analysis of video content using statistical spatio-temporal models (2005) (1)
- Database research at Columbia University (1998) (1)
- Supplementary Material for “ Learning with Partially Absorbing RandomWalks ” (2012) (1)
- Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes (2019) (1)
- SVM for Learning with Label Proportions Supplementary Material 1 (2013) (1)
- The Multimedia Lexicon : Automatic object and structure discovery in audio-video-text content (2000) (1)
- Image-object extraction using a genetic-programming-based object model (2000) (1)
- FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia (2020) (1)
- Guest editorial: Multimodal sentiment analysis and mining in the wild (2017) (1)
- Visually the Web for Content (1997) (1)
- Experiments of Image Retrieval Using Weak Attributes (2012) (1)
- Angular Radial Edge Histogram (2006) (1)
- Multimedia storage and archiving systems IV : 20-22 September 1999, Boston, Massachusetts (1999) (1)
- Authentication of Zero-Tree Wavelet Encoded Images (2007) (1)
- Experiments in indexing multimedia data at multiple levels. (2011) (1)
- Placing Broadcast News Videos in their Social Media Context Using Hashtags (2016) (1)
- Mining spatio-temporal patterns and knowledge structures in multimedia collection (2003) (1)
- Tamp: A Library for Compact Deep Neural Networks with Structured Matrices (2016) (1)
- Computers, Robotics, and the Human Brain [From the Editor] (2008) (1)
- Content-Based Prediction of Optimal Video Adaptation Operations Using Subjective Quality Evaluation (2004) (1)
- International Journal on Digital Libraries Manuscript-nr. Columbia Digital News Project an Environment for Brieeng and Search over Multimedia Information (2007) (1)
- Supplementary Material for “ Compact Hyperplane Hashing with Bilinear Functions ” (2012) (0)
- Integration of Visual and Text-Based Approaches for the ContentLabeling and Classi cation of PhotographsSeungyup (1999) (0)
- Joint Audio-Visual Signatures for Web Video Analysis (2010) (0)
- Divide-and-Conquer Subspace Segmentation (2013) (0)
- Search in Audio-Visual Content Using Peer-to-peer Information Retrieval View project Urban Narrative Intelligence Structures Project View project (2018) (0)
- Content-based dynamic network bandwidth allocation (1998) (0)
- Reranking for Visual Search (2007) (0)
- Special issue on concept detection with big data (2015) (0)
- Session details: Mining (2017) (0)
- Coreference by Appearance: Visually Grounded Event Coreference Resolution (2021) (0)
- EventNet Version 1.1 Technical Report (2016) (0)
- PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade (2019) (0)
- Dataset Requirements for the PIM versus PRCG Classification (2005) (0)
- Welcome to ACM MULTIMEDIA 2010 (2010) (0)
- Opportunities and Challenges of Industry-Academic Collaborations in Multimedia Research (2015) (0)
- 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015) (2015) (0)
- Video pattern mining (2004) (0)
- Event Extraction Entity Extraction and Linking Document Retrieval Entities Types coup detained Attack Arrest-Jail Events Types KaVD (2018) (0)
- Multimedia Data Mining in Conjunction with Acm Sigkdd Eighth International Conference on Knowledge Discovery and Data Mining Table of Contents Multimedia Data Mining Using P-trees Scale Space Exploration for Mining Image Information Content Object Boundary Detection for Ontology-based Image Classifi (2002) (0)
- Learn how to learn [From the Editor] (2007) (0)
- Guest Editorial (2004) (0)
- S KIP RNN : L EARNING TO S KIP S TATE U PDATES IN R ECURRENT N EURAL N ETWORKS (2018) (0)
- 1 Utility-based Video Adaptation for UMA and Content-based Utility Function Prediction for Real Time Video (2005) (0)
- A Noise Resistive Transtexture Based Delineation of Left Ventricle in Echocardiographic Images (2009) (0)
- Words and Pictures: Crowdsource Discovery beyond Image Semantics (2015) (0)
- Embedding Network for Visual Relation Detection (2017) (0)
- High Performance Digital Video Servers: Storage and Retrieval of Compressed Scalable Video (1998) (0)
- Table 4. Comparison of Filter Banks (0)
- Category Search for Video Using Semantic Visual Templates (2004) (0)
- Robust and Scalable Graph-Based Learning Graph-based semisupervised learning methods and new techniques for handling contaminated noisy labels, and gigantic data sizes for web applications, are reviewed in this paper. (2012) (0)
- Is a “happy dog” more “happy” than “dog”? - Adjective and Noun Contributions for Adjective-Noun Pair prediction (2016) (0)
- Challenges in the new year [from The Editor] (2006) (0)
- Proceedings of the Workshop on Large-Scale Video Classification Challenge (2017) (0)
- Guest Editorial (2018) (0)
- Annex B : Figures and Tables (1999) (0)
- Session details: Oral Session 4: Sentiment analysis (2015) (0)
- Watching What and How Politicians Discuss Various Topics: A Large-Scale Video Analytics UI (2016) (0)
- Bridging Knowledge Graphs to Generate Scene Graphs: Supplementary Material (2020) (0)
- Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space (2006) (0)
- Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia (2015) (0)
- Query-Adaptive Fusion for Multimodal Search Search systems need to have the flexibility to adapt to each query so a search strategy that is likely to provide the most useful retrieval results can be employed. (2008) (0)
- Session details: Panel 1 (2015) (0)
- Object-based coding algorithm in low and very low bit rate video coding (1997) (0)
- On Binary Embedding using Circulant Matrices On Binary Embedding using Circulant Matrices (2015) (0)
- Session details: Plenary -- P1 (2010) (0)
- DAVIC and multimedia standards (1999) (0)
- Multi-granularity Generator for Temporal Action Proposal – Supplementary Material (2019) (0)
- Supplemental Material for “ Discrete Graph Hashing ” (2014) (0)
- INTERNATIONAL ORGANISATION FOR STANDARDISATION ORGANISATION INTERNATIONALE DE NORMALISATION ISO/IEC JTC1/SC29/WG11 CODING OF MOVING PICTURES AND AUDIO INFORMATION (1999) (0)
- Session details: Semantic indexing of consumer and web videos (2007) (0)
- One-Shot Learning for Function-Specific Region Segmentation in Mouse Brain (2019) (0)
- Content-Based Searching and Filtering of Visual Information (1999) (0)
- 2007 IEEE International Workshop on Semantic Learning Applications in Multimedia (2007) (0)
- You have been reading...so what do you think? [from The Editor] (2006) (0)
- Motion-adapted content-based temporal scalability in very low bitrate video coding (1997) (0)
- Introducing the E-newsleter and broader services [From the Editor] (2007) (0)
- Supplementary Materials for Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks (2021) (0)
- Training with Streaming Annotation (2020) (0)
- Making luck happen [from the Editor] (2006) (0)
- Proceedings of the 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (2015) (0)
- ACTIVECONTEXT-BASEDCONCEPTFUSIONWITH PARTIALUSERLABELS (2006) (0)
- InaBlinkofanEyeandaSwitch of a Transistor: Cortically Coupled Computer Vision To identify Binteresting( images, human observers view 10 images/sec, while electroencephalography (EEG) signals from the observers own brains are automatically decoded. (2010) (0)
- Session details: Spotlights (2017) (0)
- Future directions in multimedia retrieval:: impact of new technology (2008) (0)
- Storage and retrieval of networked visual information (2000) (0)
- Hybrid block-based/segment-based video compression at very low bit rate (1996) (0)
- Project : Knowledge-Based Semantic Image Segmentation Using Evolutionary Programming (0)
- A journey to the heart of the society [From the Editor] (2008) (0)
- The Investigation of Image Mining Tools, Techniques and Applications (2014) (0)
- Hashing for Face Search (2020) (0)
- Partially Absorbing Random Walks: A Unified Framework for Learning on Graphs (2018) (0)
- "First who ... Then what" [from the Editor] (2006) (0)
- Special issue on concept detection with big data (2015) (0)
- Hashing A Face (2021) (0)
- Designs for High-speed Huffman Decoder (2004) (0)
This paper list is powered by the following services:
Other Resources About Shih-Fu Chang
What Schools Are Affiliated With Shih-Fu Chang?
Shih-Fu Chang is affiliated with the following schools:
