Mark Liao | Academic Influence

Mark Liao's AcademicInfluence.com Rankings

Mark Liao

Computer Science

#6874

World Rank

#7240

Historical Rank

Machine Learning

#2371

World Rank

#2400

Historical Rank

Artificial Intelligence

#2654

World Rank

#2695

Historical Rank

Database

#3953

World Rank

#4111

Historical Rank

computer-science Degrees

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Computer Science

Mark Liao's Degrees

PhD Computer Science University of California, Berkeley
Masters Computer Science University of California, Berkeley
Bachelors Computer Science National Taiwan University

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Why Is Mark Liao Influential?

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According to Wikipedia, Hong-yuan Mark Liao is a Taiwanese computer scientist specialized in the field of multimedia information processing and AI. Liao studied physics at National Tsing Hua University and completed a master's and doctoral degree in electrical engineering at Northwestern University.

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Mark Liao'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

YOLOv4: Optimal Speed and Accuracy of Object Detection (2020) (5689)
A new LDA-based face recognition system which can solve the small sample size problem (1998) (1493)
CSPNet: A New Backbone that can Enhance Learning Capability of CNN (2019) (1278)
Scaled-YOLOv4: Scaling Cross Stage Partial Network (2020) (491)
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors (2022) (392)
Facial feature detection using geometrical face model: An efficient approach (1998) (200)
Fast face detection via morphology-based pre-processing (1997) (165)
Personalized travel recommendation by mining people attributes from community-contributed photos (2011) (152)
Simultaneous Tensor Decomposition and Completion Using Factor Priors (2014) (122)
Pedestrian detection and tracking at crossroads (2003) (121)
Wavelet-Based Off-Line Handwritten Signature Verification (1999) (120)
Video-Based Human Movement Analysis and Its Application to Surveillance Systems (2008) (118)
An efficient expanding block algorithm for image copy-move forgery detection (2013) (113)
Why recognition in a statistics-based face recognition system should be based on the pure face portion: a probabilistic decision-based proof (2001) (94)
Video stabilization for a camcorder mounted on a moving vehicle (2004) (90)
Reversible Data Hiding-Based Approach for Intra-Frame Error Concealment in H.264/AVC (2010) (81)
Real-time event detection and its application to surveillance systems (2006) (71)
Motion Flow-Based Video Retrieval (2007) (68)
Movie scene segmentation using background information (2008) (66)
Video Inpainting on Digitized Vintage Films via Maintaining Spatiotemporal Continuity (2011) (54)
Visual Salience-Guided Mesh Decomposition (2004) (51)
Predicting Viewer Affective Comments Based on Image Content in Social Media (2014) (51)
An efficient approach for facial feature detection using geometrical face model (1996) (49)
A motion-tolerant dissolve detection algorithm (2005) (48)
An improved DCT-based perturbation scheme for high capacity data hiding in H.264/AVC intra frames (2013) (47)
Cross-Camera Knowledge Transfer for Multiview People Counting (2015) (47)
A new iterated two-band diffusion equation: theory and its application (2003) (46)
Discovering informative social subgraphs and predicting pairwise relationships from group photos (2012) (46)
Simultaneous tensor decomposition and completion using factor priors. (2014) (44)
Learning Atomic Human Actions Using Variable-Length Markov Models (2009) (43)
Automatic Image Cropping for Visual Aesthetic Enhancement Using Deep Neural Networks and Cascaded Regression (2017) (43)
A motion-tolerant dissolve detection algorithm (2002) (42)
Moving foreground object detection via robust SIFT trajectories (2013) (42)
Virtual Contour Guided Video Object Inpainting Using Posture Mapping and Retrieval (2011) (40)
Person identification using facial motion (2001) (39)
An Integrated Approach to Video Retrieval (2008) (38)
Human Action Recognition Using 2-D Spatio-Temporal Templates (2007) (37)
Wavelet-based optical flow estimation (2000) (36)
Efficient reversible data hiding for color filter array images (2012) (34)
Depth and Skeleton Associated Action Recognition without Online Accessible RGB-D Cameras (2014) (28)
Efficient reversible data hiding algorithm based on gradient-based edge direction prediction (2013) (27)
Identification and tracking of players in sport videos (2013) (27)
Fast coarse-to-fine video retrieval using shot-level spatio-temporal statistics (2006) (24)
Court Reconstruction for Camera Calibration in Broadcast Basketball Videos. (2016) (22)
Cross camera people counting with perspective estimation and occlusion handling (2011) (22)
Stabilizing image sequences taken by the camcorder mounted on a moving vehicle (2003) (21)
On the preview of digital movies (2003) (21)
Spatiotemporal Motion Analysis for the Detection and Classification of Moving Targets (2008) (21)
New orientation-based elimination approach for accurate line-detection (2010) (20)
Fast randomized algorithm for center-detection (2010) (20)
A motion-flow-based fast video retrieval system (2005) (20)
Assistive Image Comment Robot—A Novel Mid-Level Concept-Based Representation (2015) (19)
Bayesian age estimation on face images (2009) (19)
Enriching Variety of Layer-Wise Learning Information by Gradient Combination (2019) (19)
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection (2019) (18)
Camera-based bar code recognition system using neural net (1993) (18)
Face Recognition Using a Face-Only Database: A New Approach (1998) (18)
Human Behavior Analysis Using Deformable Triangulations (2005) (16)
Automatic annotation of Web videos (2011) (16)
Automatic Training Image Acquisition and Effective Feature Selection From Community-Contributed Photos for Facial Attribute Detection (2013) (16)
An online people counting system for electronic advertising machines (2009) (16)
Exemplar-based Age Progression Prediction in Children Faces (2011) (16)
Visual saliency detection based on homology similarity and an experimental evaluation (2016) (16)
DroidExec: Root exploit malware recognition against wide variability via folding redundant function-relation graph (2015) (15)
Shot Change Detection Based on the Reynolds Transport Theorem (2001) (15)
Cross-camera vehicle tracking via affine invariant object matching for video forensics applications (2013) (15)
Robust Action Recognition via Borrowing Information Across Video Modalities (2015) (14)
Recognition of blurred license plate images (2010) (14)
Video object inpainting using posture mapping (2009) (14)
Action Scene Detection with Support Vector Machines (2009) (14)
Wavelet – based Off – line Signature Verification (2007) (13)
Human Object Inpainting Using Manifold Learning-Based Posture Sequence Estimation (2011) (13)
3D Age Progression Prediction in Children's Faces with a Small Exemplar-Image Set (2014) (13)
A bar-code recognition system using backpropagation neural networks (1995) (12)
Human action recognition using associated depth and skeleton information (2014) (11)
Face + Hair + Shoulders + Background != Face (1997) (11)
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video (2022) (11)
Deep dictionary learning for fine-grained image classification (2017) (11)
Dynamic visual saliency modeling based on spatiotemporal analysis (2008) (11)
Automatic Key Posture Selection for Human Behavior Analysis (2005) (10)
Efficient Multilevel Reversible Data Hiding for Video Sequences Using Temporal and Spatial Approach (2009) (10)
Extraction of video object with complex motion (2004) (10)
Per-Cluster Ensemble Kernel Learning for Multi-Modal Image Clustering With Group-Dependent Feature Selection (2014) (10)
Learning facial attributes by crowdsourcing in social media (2011) (10)
Smaller Object Detection for Real-Time Embedded Traffic Flow Estimation Using Fish-Eye Cameras (2019) (10)
Continuous Human Action Segmentation and Recognition Using a Spatio-Temporal Probabilistic Framework (2006) (10)
Learning deep and sparse feature representation for fine-grained object recognition (2017) (9)
Integration of Color and Motion Features for Video Retrieval (2009) (9)
Example-Based Human Motion Extrapolation and Motion Repairing Using Contour Manifold (2014) (9)
3D shape retrieval using cognitive psychology-based principles (2005) (9)
Spatio-Temporal Learning of Basketball Offensive Strategies (2015) (8)
Object segmentation for video coding (2000) (8)
Fast video retrieval via the statistics of motion (2005) (8)
Deep-net fusion to classify shots in concert videos (2017) (8)
Robust video sequence retrieval using a novel object-based T2D-histogram descriptor (2005) (8)
Face hallucination using Bayesian global estimation and local basis selection (2010) (8)
Efficient chroma subsampling strategy for compressing digital time delay integration mosaic video sequences in H.264/AVC (2011) (7)
Who's Who in a Sports Video? An Individual Level Sports Video Indexing System (2012) (7)
Recovery of superquadric primitive from stereo images (1994) (7)
Skeleton-augmented Human Action Understanding by Learning with Progressively Refined Data (2014) (7)
Automatic Music Video Generation Based on Simultaneous Soundtrack Recommendation and Video Editing (2017) (7)
Querying Image Database by Video Content (2002) (6)
Video Scene Extraction Using Mosaic Technique (2006) (6)
Action recognition using instance-specific and class-consistent cues (2012) (6)
A Language Modeling Approach to Atomic Human Action Recognition (2007) (6)
Recognizing offensive tactics in broadcast basketball videos via key player detection (2017) (5)
Two-dimensional neural networks for handwritten Chinese character recognition (1992) (5)
Human Motion Recognition Using Clay Representation of Trajectories (2006) (5)
Video enhancement based on saturation adjustment and contrast enhancement (2008) (5)
Coherent Deep-Net Fusion To Classify Shots In Concert Videos (2018) (5)
A vision-based people counting approach based on the symmetry measure (2009) (5)
Intensity Flicker Removal in Digitized Old Films Using Global-Local Histogram Transform (2009) (4)
Visual knowledge transfer among multiple cameras for people counting with occlusion handling (2012) (4)
A Multi-Camera Tracking System That Can always Select A Better View to Perform Tracking (2009) (4)
Compression and protection of JPEG images (2011) (4)
Learning to Visualize Music Through Shot Sequence for Automatic Concert Video Mashup (2020) (4)
Stroke-based handwritten Chinese character recognition using neural networks (1993) (4)
Example-based human motion extrapolation based on manifold learning (2011) (4)
A New Target-specific Object Proposal Generation Method for Visual Tracking (2018) (4)
Atomic Human Action Segmentation Using a Spatio-Temporal Probabilistic Framework (2006) (4)
Seethevoice: Learning from Music to Visual Storytelling of Shots (2018) (4)
Video Inpainting on Digitized Old Films (2009) (3)
Dynamic Visual Saliency Modeling for Video Semantics (2008) (3)
Unsupervised analysis of human behavior based on manifold learning (2009) (3)
Using Normal Vectors for Stereo Correspondence Construction (2005) (3)
Tell Me Where It is Still Blurry: Adversarial Blurred Region Mining and Refining (2019) (3)
A minimum classification error method for face recognition (1999) (3)
Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I (2007) (3)
Part segmentation from stereo (1994) (3)
Cooperative face hallucination using multiple references (2009) (3)
MCE-Based Face Recognition (2001) (2)
A framework of spatio-temporal analysis for video surveillance (2008) (2)
Fuzzy Kohonen Clustering Networks for Reducing Search Space in 3-D Object Recognition (1993) (2)
Hierarchical Cross Network for Person Re-identification (2017) (2)
A local feature-based human motion recognition framework (2009) (2)
Real-Time Video-Based Person Re-Identification Surveillance with Light-Weight Deep Convolutional Networks (2019) (2)
SVM Based Action Scene Detection (2009) (2)
Court Reconstruction for Camera Calibration in Broadcast Basketball Videos (2016) (2)
Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism (2020) (2)
Motion extrapolation for video story planning (2008) (2)
Motion inpainting and extrapolation for special effect production (2009) (2)
Video object inpainting using manifold-based action prediction (2010) (2)
Wavelet-based Optical Flow Estimation and Its Application to Face Recognition (2000) (2)
On the query of video database (2005) (2)
Dynamic Gallery for Real-Time Multi-Target Multi-Camera Tracking (2019) (2)
End-to-End Key-Player-Based Group Activity Recognition Network Applied to Basketball Offensive Tactic Identification in Limited Data Scenarios (2021) (2)
Fast coarse-to-fine video retrieval via shot-level statistics (2005) (2)
Precise player segmentation in team sports videos using contrast-aware co-segmentation (2016) (2)
Recursive Hybrid Fusion Pyramid Network for Real-Time Small Object Detection on Embedded Devices (2020) (2)
Neural Networks for Step Edge Detection Using Simulated Annealing Technique (1992) (1)
A cognitive psychology-based approach for 3-D shape retrieval (2005) (1)
How Incompletely Segmented Information Affects Multi-Object Tracking and Segmentation (MOTS) (2020) (1)
Understanding Human Behavior Using a Language Modeling Approach (2006) (1)
Music Driven Human Motion Manipulation for Characters in a Video (2014) (1)
Robust Video Retrieval Using Temporal MVMB Moments (2005) (1)
Quality-efficient demosaicing for digital time delay and integration images using edge-sensing scheme in color difference domain (2012) (1)
Narrative Generation by Repurposing Digital Videos (2011) (1)
An Online Boosted People Counting System for Electronic Advertising Machines (2008) (1)
Linear production game solution to a PTZ camera network (2010) (1)
Exploring the power of lightweight YOLOv4 (2021) (1)
Palindrome Patterns in Genomes (2004) (1)
Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization (2020) (1)
Smart tone reproduction (2008) (1)
Multi-view face detection in videos with online adaptation (2013) (1)
Target region-aware tone reproduction (2008) (1)
Background Modeling Using Phase Space for Day and Night Video Surveillance Systems (2004) (1)
Intelligent Video Event Detection for Surveillance Systems (2007) (1)
Data-Driven Foreground Object Detection from a Non-stationary Camera (2010) (1)
Cross-camera complementary vehicle matching via feature expandsion for video forensics (2013) (0)
Stereo correspondence by surface segmentation (1992) (0)
Integration of Multiple Shape Features for Human Detection in Videos (2014) (0)
How Sampling Rate Affects Cross-Domain Transfer Learning for Video Description (2018) (0)
Segmentation of Human Body Parts in Video Frames Based on Intrinsic Distance (2007) (0)
Unusual Behavior Analysis and Its Application to Surveillance Systems (2006) (0)
Smart Tone Reproduction of Digital Images (2008) (0)
What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification (2019) (0)
Using dynamic programming to segment star shape based on human perception and optimization formulation (2008) (0)
Examplar-based object posture super-resolution using manifold learning (2012) (0)
Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections (2020) (0)
LEARNING FOR FINE-GRAINED IMAGE CLASSIFICATION (2017) (0)
Keynote speech: Keynote 1: It's all about AI (2016) (0)
A new fuzzy linear mapping technique for facial feature extraction and recognition (1996) (0)
Target Actions Auxiliary Database Adaptation & Correspondence Stage 2 : Video Modality Correlation via KCCA ... RGB BorrowedDepth and Skeleton Stage 1 : Cross-database Correspondence RGB Space Depth Space Stage 3 : Feature (2014) (0)
Texture classification using C-matrix and the fuzzy min-max neural network (1994) (0)
Advances in Multimedia Modeling (2008) (0)
Cooperative face hallucination using multiple priors (2009) (0)
Palindrome Patterns in the Human Genome (2004) (0)
Guest Editorial Special Issue on Advances in Multimedia Computing, Communications and Applications (2011) (0)
Palindrome-like Patterns in Genomes (2004) (0)
USING ASSOCIATED DEPTH AND SKELETON INFORMATION (2014) (0)
DEEP-NET FUSION TO CLASSIFY SHOTS (2017) (0)
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features (2022) (0)
Session details: Multimedia-1 (Multimedia Recommendation & Discovery) (2018) (0)
USING INSTANCE-SPECIFIC AND CLASS-CONSISTENT CUES (2013) (0)
Motion manipulation for characters in videos (2015) (0)
Flashlight Detection in Video (2010) (0)
Atomic Human Action Segmentation and Recognition Using a Spatio-Temporal Probabilistic Framework (2007) (0)
Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II (2011) (0)
An RST-Tolerant Shape Descriptor for Object Detection (2010) (0)
COOPERATIVE FACE HALLUCINATION USING MULTIPLE (2009) (0)
3-D mesh representation and retrieval using Isomap manifold (2008) (0)

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