Alan Hanjalic
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Engineering Computer Science
Alan Hanjalic's Degrees
- PhD Electrical Engineering Delft University of Technology
- Masters Electrical Engineering Delft University of Technology
- Bachelors Electrical Engineering Delft University of Technology
Why Is Alan Hanjalic Influential?
(Suggest an Edit or Addition)According to Wikipedia, Alan Hanjalic is an engineer who is a full professor at the Delft University of Technology in Delft, the Netherlands. He was named a Fellow of the Institute of Electrical and Electronics Engineers in 2016 for his contributions to multimedia information retrieval.
Alan Hanjalic'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
- Collaborative Filtering beyond the User-Item Matrix (2014) (735)
- Affective video content representation and modeling (2005) (603)
- Shot-boundary detection: unraveled and resolved? (2002) (553)
- Adversarial Cross-Modal Retrieval (2017) (519)
- An integrated scheme for automated video abstraction based on unsupervised cluster-validity analysis (1999) (369)
- CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering (2012) (317)
- Automated high-level movie segmentation for advanced video-retrieval systems (1999) (308)
- List-wise learning to rank with matrix factorization for collaborative filtering (2010) (257)
- TFMAP: optimizing MAP for top-n context-aware recommendation (2012) (225)
- Extracting moods from pictures and sounds: towards truly personalized TV (2006) (223)
- From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning (2017) (191)
- Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis (2019) (171)
- A flexible framework for key audio effects detection and auditory context inference (2006) (157)
- Adaptive extraction of highlights from a sport video based on excitement modeling (2005) (145)
- Video Captioning by Adversarial LSTM (2018) (142)
- Supervised reranking for web image search (2010) (125)
- Cross-Domain Collaborative Filtering with Factorization Machines (2014) (124)
- Mining contextual movie similarity with matrix factorization for context-aware recommendation (2013) (108)
- Tags as bridges between domains: improving recommendation with tag-induced cross-domain collaborative filtering (2011) (103)
- Bayesian Personalized Ranking with Multi-Channel User Feedback (2016) (98)
- Mining mood-specific movie similarity with matrix factorization for context-aware recommendation (2010) (97)
- Pairwise geometric matching for large-scale object retrieval (2015) (97)
- Adaptive diversification of recommendation results via latent factor portfolio (2012) (87)
- Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking (2019) (83)
- Generic approach to highlights extraction from a sport video (2003) (83)
- Eye localization for face matching: is it always useful and under what conditions? (2008) (77)
- The Holy Grail of Multimedia Information Retrieval: So Close or Yet So Far Away? (2008) (76)
- Content-Based Analysis of Digital Video (2004) (73)
- Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites (2011) (70)
- A New Method for Key Frame Based Video Content Representation (1998) (62)
- Corpus Development for Affective Video Indexing (2012) (61)
- Generating Visual Summaries of Geographic Areas Using Community-Contributed Images (2013) (58)
- Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation (2013) (57)
- Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering (2009) (56)
- Towards a Robust Solution to People Counting (2006) (56)
- Intent and its discontents: the user at the wheel of the online video search engine (2012) (56)
- xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance (2013) (55)
- The need for music information retrieval with user-centered and multimodal strategies (2011) (53)
- Audit Trail (2020) (52)
- Unified Binary Generative Adversarial Network for Image Retrieval and Compression (2020) (50)
- CARS2: Learning Context-aware Representations for Context-aware Recommendations (2014) (49)
- Unsupervised content discovery in composite audio (2005) (47)
- Object Retrieval Using Visual Query Context (2011) (47)
- Learning Crowdsourced User Preferences for Visual Summarization of Image Collections (2013) (46)
- Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III Errors (2019) (45)
- Extracting Moods from Pictures and Sounds (2006) (42)
- User-oriented affective video content analysis (2001) (42)
- Logo recognition in video stills by string matching (2003) (40)
- Eye localization in low and standard definition content with application to face matching (2009) (40)
- Prototype-Based Image Search Reranking (2012) (39)
- Visual search in a SMASH system (1996) (39)
- One deep music representation to rule them all? A comparative analysis of different representation learning strategies (2018) (39)
- Optimal shot boundary detection based on robust statistical models (1999) (38)
- Template-based detection of anchorperson shots in news programs (1998) (37)
- Modeling of Information Diffusion on Social Networks with Applications to WeChat (2017) (36)
- Audio Keywords Discovery for Text-Like Audio Content Analysis and Retrieval (2008) (35)
- Nontrivial landmark recommendation using geotagged photos (2013) (35)
- Automatically Segmenting Movies into Logical Story Units (1999) (35)
- Accuracy-diversity trade-off in recommender systems via graph convolutions (2021) (35)
- Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis (2019) (34)
- User Intent in Multimedia Search (2016) (33)
- Co-clustering for Auditory Scene Categorization (2008) (32)
- Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges (2014) (32)
- Special section from the ACM multimedia conference 2007 (2008) (32)
- Radial Graph Convolutional Network for Visual Question Generation (2020) (32)
- Semiautomatic news analysis, indexing, and classification system based on topic preselection (1998) (30)
- RCEA: Real-time, Continuous Emotion Annotation for Collecting Precise Mobile Video Ground Truth Labels (2020) (29)
- Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis (2019) (29)
- Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited (2020) (29)
- Automation of systems enabling search on stored video data (1997) (29)
- A Reliable Methodology to Collect Ground Truth Data of Image Aesthetic Appeal (2016) (28)
- Proceedings of the 2008 international conference on Content-based image and video retrieval (2008) (27)
- Semantic-aware blind image quality assessment (2018) (27)
- CLiMF: Collaborative Less-Is-More Filtering (2013) (25)
- CorrNet: Fine-Grained Emotion Recognition for Video Watching Using Wearable Physiological Sensors (2020) (25)
- Information diffusion backbones in temporal networks (2018) (24)
- PHENICX: Performances as Highly Enriched aN d Interactive Concert Experiences (2013) (24)
- Proceedings of the 2016 ACM on Multimedia Conference (2016) (22)
- A Combined RANSAC-Hough Transform Algorithm for Fundamental Matrix Estimation (2007) (22)
- Multimodal approach to measuring excitement in video (2003) (22)
- The Geo-Privacy Bonus of Popular Photo Enhancements (2017) (21)
- Video and image retrieval beyond the cognitive level: the needs and possibilities (2001) (21)
- Audio Elements Based Auditory Scene Segmentation (2006) (21)
- GAPfm: optimal top-n recommendations for graded relevance domains (2013) (20)
- User Centered Adaptive Streaming of Dynamic Point Clouds with Low Complexity Tiling (2020) (20)
- QoE Prediction for Enriched Assessment of Individual Video Viewing Experience (2016) (20)
- Finding representative and diverse community contributed images to create visual summaries of geographic areas (2011) (20)
- Towards a unified framework for content-based audio analysis (2005) (19)
- Proceedings of the 25th ACM international conference on Multimedia (2007) (18)
- Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks (2005) (17)
- Geo-Distinctive Visual Element Matching for Location Estimation of Images (2016) (17)
- Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event (2014) (17)
- Geo-visual ranking for location prediction of social images (2013) (17)
- Exploiting visual reranking to improve pseudo-relevance feedback for spoken-content-based video retrieval (2009) (16)
- Logo detection and classification in a sport video: video indexing for sponsorship revenue control (2001) (16)
- Top-N Recommendation with Multi-Channel Positive Feedback using Factorization Machines (2019) (16)
- Contextual image retrieval model (2010) (16)
- Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines (2012) (15)
- Intent-Aware Video Search Result Optimization (2014) (15)
- Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval (2012) (15)
- Cover Song Retrieval: A Comparative Study of System Component Choices (2009) (15)
- Unsupervised and simultaneous training of multiple object detectors from unlabeled surveillance video (2009) (15)
- Beauty is in the scale of the beholder: Comparison of methodologies for the subjective assessment of image aesthetic appeal (2014) (15)
- Intelligent browsing of concert videos (2007) (14)
- Reading between the tags to predict real-world size-class for visually depicted objects in images (2011) (14)
- Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study (2011) (14)
- DANCERS: Delft advanced news retrieval system (2001) (14)
- On the Automatic Identification of Music for Common Activities (2017) (13)
- Proceedings of the 28th ACM International Conference on Multimedia (2009) (13)
- Global-Scale Location Prediction for Social Images Using Geo-Visual Ranking (2015) (13)
- Towards Understanding the Challenges Facing Effective Trust-Aware Recommendation (2010) (13)
- COST292 experimental framework for TRECVID2008 (2006) (13)
- Towards Theoretical Performance Limits of Video Parsing (2007) (12)
- When music makes a scene (2013) (12)
- Augmenting Blind Image Quality Assessment Using Image Semantics (2016) (12)
- New grand challenge for multimedia information retrieval: bridging the utility gap (2012) (12)
- 'Free lunch' enhancement for collaborative filtering with factorization machines (2014) (12)
- Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval (2010) (12)
- Generalized Tag-induced Cross-Domain Collaborative Filtering (2013) (12)
- Rate distortion optimal contour compression using cubic B-splines (1998) (11)
- Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia (2015) (11)
- Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap (2012) (11)
- Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach (2015) (11)
- 3D motion and scene structure estimation with motion dependent distortion of measurement windows (1996) (11)
- Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching (2021) (11)
- Learning from search engine and human supervision for web image search (2011) (11)
- Expressivity in Musical Timing in Relation to Musical Structure and Interpretation: A Cross-Performance, Audio-Based Approach (2011) (11)
- Online training of object detectors from unlabeled surveillance video (2008) (11)
- Special Section on Object and Event Classification in Large-Scale Video Collections (2012) (11)
- Automatic Abstracting (2009) (11)
- Proceedings of the 15th international conference on Multimedia (2007) (11)
- Audio Classification (2009) (10)
- Integration of Context and Content for Multimedia Management: An Introduction to the Special Issue (2009) (10)
- A unified context model for web image retrieval (2012) (10)
- Uploader Intent for Online Video: Typology, Inference, and Applications (2015) (10)
- On detecting the playing/non-playing activity of musicians in symphonic music videos (2016) (10)
- The influence of personal values on music taste: towards value-based music recommendations (2019) (10)
- Leave No User Behind: Towards Improving the Utility of Recommender Systems for Non-mainstream Users (2021) (9)
- The Multimedian Concert-Video Browser (2005) (9)
- Characterizing music in multimedia contexts via user scene descriptions (2013) (9)
- Moving away from narrow-scope solutions in multimedia content analysis (2005) (9)
- Does visual quality depend on semantics? A study on the relationship between impairment annoyance and image semantics at early attentive stages (2016) (9)
- A system concept for socially enriched access to soccer video collections (2010) (9)
- Multimedia content analysis, management and retrieval: trends and challenges (2006) (9)
- Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information (2018) (9)
- Multimedia retrieval that matters (2013) (9)
- Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets (2017) (9)
- Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music (2014) (9)
- Towards user-oriented privacy for recommender system data: A personalization-based approach to gender obfuscation for user profiles (2021) (8)
- S2IGAN: Speech-to-Image Generation via Adversarial Learning (2020) (8)
- Text-Like Segmentation of General Audio for Content-Based Retrieval (2009) (8)
- Exploration of Feature Combination in Geo-visual Ranking for Visual Content-based Location Prediction (2013) (8)
- Towards optimal audio "keywords" detection for audio content analysis and discovery (2006) (8)
- The COST292 experimental framework for TRECVID 2007 (2007) (8)
- Exploiting noisy visual concept detection to improve spoken content based video retrieval (2010) (8)
- TU Delft at TRECVID 2005: Shot Boundary Detection (2005) (8)
- Logo recognition in video by line profile classification (2003) (8)
- Recent Advances in Video Content Analysis: From Visual Features to Semantic Video Segments (2001) (7)
- LikeLines: collecting timecode-level feedback for web videos through user interactions (2012) (7)
- Mining relational context-aware graph for rater identification (2011) (7)
- Video-based image retrieval (2011) (7)
- Exploiting Social Tags for Cross-Domain Collaborative Filtering (2013) (7)
- Towards a comprehensive model for predicting the quality of individual visual experience (2015) (7)
- Generating Images From Spoken Descriptions (2021) (7)
- MuseSync: standing on the shoulders of Hollywood (2012) (6)
- Evento 360: Social Event Discovery from Web-scale Multimedia Collection (2015) (6)
- Learning to Rerank Web Images (2013) (6)
- Accurate eye localization in low and standard definition content (2008) (6)
- Suppressing Information Diffusion via Link Blocking in Temporal Networks (2019) (6)
- A New Perspective on Score Standardization (2019) (6)
- Preliminary Exploration of the Use of Geographical Information for Content-based Geo-tagging of Social Video (2012) (6)
- Audio Content Analysis (2009) (6)
- Detecting Socially Significant Music Events Using Temporally Noisy Labels (2018) (6)
- Comparison of face matching techniques under pose variation (2007) (6)
- Audio Feature Extraction (2009) (6)
- When video search goes wrong: predicting query failure using search engine logs and visual search results (2012) (5)
- Predicting Failing Queries in Video Search (2014) (5)
- Multimedia Content Access: Algorithms and Systems (2007) (5)
- Searching for images by video (2012) (5)
- How Far Are We in Trust-Aware Recommendation? (2011) (5)
- Connecting with the collective: self-contained reranking for collaborative recommendation (2010) (5)
- A sequence analysis system for video databases (1997) (5)
- To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search (2011) (5)
- A New Gap to Bridge: Where to Go Next in Social Media Retrieval? - (Extended Abstract) (2012) (4)
- Are Nearby Neighbors Relatives? Testing Deep Music Embeddings (2019) (4)
- Heterogeneous recovery rates against SIS epidemics in directed networks (2014) (4)
- Visual concept-based selection of query expansions for spoken content retrieval (2010) (4)
- How do we deep-link?: leveraging user-contributed time-links for non-linear video access (2013) (4)
- Autonomous and Adaptive Learning of Shadows for Surveillance (2008) (4)
- Low Level Analysis of Video Using Spatiotemporal Pixel Blocks (2006) (4)
- TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos (2011) (4)
- Partially Synthetic Data for Recommender Systems: Prediction Performance and Preference Hiding (2020) (3)
- Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering (2017) (3)
- Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines (2015) (3)
- New Insights into Metric Optimization for Ranking-based Recommendation (2021) (3)
- On the development of an autonomous and self-adaptable moving object detector (2007) (3)
- Data Masking for Recommender Systems: Prediction Performance and Rating Hiding (2019) (3)
- Weakly-supervised Learning for Fine-grained Emotion Recognition using Physiological Signals (2022) (3)
- Advances in multimedia retrieval, part i: frontiers in multimedia search (2010) (3)
- Proceedings of the 1st ACM International Conference on Multimedia Retrieval (2011) (3)
- Factorization Machines for Data with Implicit Feedback (2018) (3)
- Unsupervised anchor space generation for similarity measurement of general audio (2008) (3)
- Audio Content Discovery: An Unsupervised Approach (2009) (3)
- Efficient image CODEC with reduced content access work (1999) (3)
- Looking beyond sound: Unsupervised analysis of musician videos (2013) (2)
- Few-shot Learning for Fine-grained Emotion Recognition using Physiological Signals (2022) (2)
- How do Metric Score Distributions affect the Type I Error Rate of Statistical Significance Tests in Information Retrieval? (2021) (2)
- Multimedia Research: What Is the Right Approach? (2017) (2)
- Outlier Identification in Stereo Correspondences using Quadrics (2005) (2)
- Indexing and retrieval of TV broadcast news using DANCERS (2001) (2)
- Where to be wary: The impact of widespread photo-taking and image enhancement practices on users' geo-privacy (2016) (2)
- Visual-Content Analysis for Multimedia Retrieval Systems (1999) (2)
- TUD-MM at MediaEval 2011 Genre Tagging Task: Video search reranking for genre tagging (2011) (2)
- Audio Representation (2009) (2)
- Scientific Conferences (2015) (2)
- Learning Subclass Representations for Visually-varied Image Classification (2016) (2)
- A structure-based video representation for web video categorization (2012) (2)
- Topological-temporal properties of evolving networks (2021) (2)
- Multimedia Data Management in Mobile Computing (2014) (2)
- Exploiting the Deep-Link Commentsphere to Support Non-Linear Video Access (2015) (1)
- Information and Communication Theory (2020) (1)
- Frontiers in multimedia search (2011) (1)
- Anonymity in Location-Based Services (2009) (1)
- Temporal Network Prediction and Interpretation (2022) (1)
- A framework for unsupervised training of object detectors from unlabeled surveillance video (2011) (1)
- Reranking Collaborative Filtering with Multiple Self-contained Modalities (2011) (1)
- Person-based search in videos (2007) (1)
- From Intra-Modal to Inter-Modal Space: Multi-task Learning of Shared Representations for Cross-Modal Retrieval (2019) (1)
- Toward a robust solution for image coding with easy content access (2000) (1)
- One deep music representation to rule them all? A comparative analysis of different representation learning strategies (2019) (1)
- Dialog detection in narrative video by shot and face analysis (2007) (1)
- Towards unsupervised learning for automatic multi-class object detection in surveillance videos (2009) (1)
- Subjective QoE Evaluation of User-Centered Adaptive Streaming of Dynamic Point Clouds (2022) (1)
- Multimedia content analysis, management, and retrieval 2006 : 17-19 January 2006, San Jose, California, USA (2006) (1)
- Visual Resampling for Pseudo-Relevance Feedback during Speech-based Video Retrieval (2009) (1)
- Generazione Automatica di Video Musicali Automatic Music Video Generation (2012) (0)
- On emerging techniques for multimedia content sharing, search and understanding (2009) (0)
- Flexible Content Browsing for Impaired e-Learners (2020) (0)
- Information diffusion backbones in temporal networks (2019) (0)
- Searching for images by video (2012) (0)
- Guest Editorial: Learning From Noisy Multimedia Data (2022) (0)
- Graph-Time Convolutional Autoencoders (2022) (0)
- Contributor Listings (2007) (0)
- Session details: Full - F14/applications/content track/detection of near-duplicate content (2010) (0)
- Front Matter: Volume 6506 (2007) (0)
- Audio Segmentation (2009) (0)
- Unified Binary Generative Adversarial Network for Image Retrieval and Compression (2020) (0)
- Session details: Keynote addresses (2009) (0)
- Broadcast news indexing using dancers (2001) (0)
- Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces (2019) (0)
- LES in Turbulent Flows over Surface Mounted Sharp-Edged Protrusions (1997) (0)
- Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval (2012) (0)
- Multimedia Search: From Relevance to Usefulness (2015) (0)
- Session details: Improving the quality of retrieval (2008) (0)
- A Vision on Social Content Retrieval (2008) (0)
- Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs (2022) (0)
- Multimedia content access: algorithms and systems, 31 January-1 February, 2007, San Jose, California, USA (2007) (0)
- COST292 experiments for TRECVID 2006 (2006) (0)
- Towards Seed-Free Music Playlist Generation (2018) (0)
- A Survey on Multimedia Search Optimization based on Multimodal Information Resources (2011) (0)
- Evaluating the Impact of Tiled User-Adaptive Real-Time Point Cloud Streaming on VR Remote Communication (2022) (0)
- Adaptive Database Replication (2009) (0)
- Alice's worlds of wonder: exploiting tags to understand images in terms of size and scale (2011) (0)
- Simple tag-based subclass representations for visually-varied image classes (2016) (0)
- New grand challenge for multimedia information retrieval: bridging the utility gap (2012) (0)
- Proceedings of the 17th International Conference on Multimedia 2009, Vancouver, British Columbia, Canada, October 19-24, 2009 (2009) (0)
- Proceedings of the 2009 ACM Multimedia Conference & co-located workshops : October 19 - 24, 2009, Beijing, China / sponsored by: ACM SIGMM (2009) (0)
- Adversarial Information Retrieval (2009) (0)
- When music makes a scene (2013) (0)
- Informatie- en Communicatietheorie (1998) (0)
- Multi-label Node Classification On Graph-Structured Data (2023) (0)
- Adaptive Metric Techniques (2009) (0)
- Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 (2016) (0)
- Influence of clustering coefficient on network embedding in link prediction (2022) (0)
- Message from ICME'12 Technical Program Chairs (2012) (0)
- Influence of clustering coefficient on network embedding in link prediction (2022) (0)
- The influence of internet hypes on multimedia information retrieval research (2010) (0)
- Proceedings of the 7th ACM International Conference on Image and Video Retrieval, CIVR 2008, Niagara Falls, Canada, July 7-9, 2008 (2008) (0)
- Session details: Best Paper Session (2007) (0)
- Natural and Intuitive Interaction and Information Access (SRA Multimedia and Interaction) (2007) (0)
- Proceedings of the 15th International Conference on Multimedia 2007, Augsburg, Germany, September 24-29, 2007 (2007) (0)
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Alan Hanjalic is affiliated with the following schools: