The use of MMR, diversity-based reranking for reordering documents and producing summaries
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A new approach to retrieve video by example video clip
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
A distance measure for video sequences
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Topic Detection and Tracking: Event-Based Information Organization
Topic Detection and Tracking: Event-Based Information Organization
Novelty and redundancy detection in adaptive filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
VisualGREP: A Systematic Method to Compare and RetrieveVideo Sequences
Multimedia Tools and Applications
Topic-conditioned novelty detection
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Multimedia Systems - Special section on video libraries
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Retrieval and novelty detection at the sentence level
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A System for new event detection
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Conceptual structures and computational methods for indexing and organization of visual information
Conceptual structures and computational methods for indexing and organization of visual information
Fast video matching with signature alignment
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Newsjunkie: providing personalized newsfeeds via analysis of information novelty
Proceedings of the 13th international conference on World Wide Web
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Fast and robust video clip search using index structure
Proceedings of the 12th annual ACM international conference on Multimedia
An efficient parts-based near-duplicate and sub-image retrieval system
Proceedings of the 12th annual ACM international conference on Multimedia
Detecting image near-duplicate by stochastic attributed relational graph matching with learning
Proceedings of the 12th annual ACM international conference on Multimedia
Improving web search results using affinity graph
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video search reranking via information bottleneck principle
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Robust voting algorithm based on labels of behavior for video copy detection
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Fast tracking of near-duplicate keyframes in broadcast domain with transitivity propagation
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts
Proceedings of the 15th international conference on Multimedia
Video histogram: a novel video signature for efficient web video duplicate detection
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
A quick search method for audio and video signals based on histogram pruning
IEEE Transactions on Multimedia
Fast similarity search and clustering of video sequences on the world-wide-web
IEEE Transactions on Multimedia
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search
IEEE Transactions on Multimedia
Efficient video similarity measurement with video signature
IEEE Transactions on Circuits and Systems for Video Technology
Clip-based similarity measure for query-dependent clip retrieval and video summarization
IEEE Transactions on Circuits and Systems for Video Technology
Challenges and techniques for effective and efficient similarity search in large video databases
Proceedings of the VLDB Endowment
Near-duplicate keyframe retrieval by nonrigid image matching
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Scalable mining of large video databases using copy detection
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Efficiently matching sets of features with random histograms
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Modeling video hyperlinks with hypergraph for web video reranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Accelerating near-duplicate video matching by combining visual similarity and alignment distortion
MM '08 Proceedings of the 16th ACM international conference on Multimedia
You can play that again: exploring social redundancy to derive highlight regions in videos
Proceedings of the 14th international conference on Intelligent user interfaces
Fast Content-Based Mining of Web2.0 Videos
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An Efficient Method for Near-Duplicate Video Detection
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Bounded coordinate system indexing for real-time video clip search
ACM Transactions on Information Systems (TOIS)
Automatic video tagging using content redundancy
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Human Perception of Near-Duplicate Videos
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Indexing local configurations of features for scalable content-based video copy detection
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
From text question-answering to multimedia QA on web-scale media resources
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Event driven summarization for web videos
WSM '09 Proceedings of the first SIGMM workshop on Social media
Multimodal video copy detection applied to social media
WSM '09 Proceedings of the first SIGMM workshop on Social media
Understanding near-duplicate videos: a user-centric approach
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Scalable detection of partial near-duplicate videos by visual-temporal consistency
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Near-duplicate video matching with transformation recognition
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Fast near duplicate detection for personal image collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Video copy detection by fast sequence matching
Proceedings of the ACM International Conference on Image and Video Retrieval
Real-time near-duplicate elimination for web video search with content and context
IEEE Transactions on Multimedia - Special issue on integration of context and content
An efficient near-duplicate video shot detection method using shot-based interest points
IEEE Transactions on Multimedia
Scale-rotation invariant pattern entropy for keypoint-based near-duplicate detection
IEEE Transactions on Image Processing
Fast min-hashing indexing and robust spatio-temporal matching for detecting video copies
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multi-document video summarization
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Large-scale near-duplicate web video search: challenge and opportunity
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Stratification-based keyframe cliques for removal of near-duplicates in video search results
Proceedings of the international conference on Multimedia information retrieval
Journal of Visual Communication and Image Representation
Scalable clip-based near-duplicate video detection with ordinal measure
Proceedings of the ACM International Conference on Image and Video Retrieval
Looking at near-duplicate videos from a human-centric perspective
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Mining near-duplicate graph for cluster-based reranking of web video search results
ACM Transactions on Information Systems (TOIS)
A contextual analysis of the YouTube duplicate content
WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web
Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Monitoring near duplicates over video streams
Proceedings of the international conference on Multimedia
Real-time large scale near-duplicate web video retrieval
Proceedings of the international conference on Multimedia
Tag suggestion and localization in user-generated videos based on social knowledge
Proceedings of second ACM SIGMM workshop on Social media
Automatic video archaeology: tracing your online videos
Proceedings of second ACM SIGMM workshop on Social media
Randomized locality sensitive vocabularies for bag-of-features model
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
CLUENET: enabling automatic video aggregation in social media networks
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Content redundancy in YouTube and its application to video tagging
ACM Transactions on Information Systems (TOIS)
Multimedia Tools and Applications
Correlation-based retrieval for heavily changed near-duplicate videos
ACM Transactions on Information Systems (TOIS)
Browse by chunks: Topic mining and organizing on web-scale social media
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Beyond search: Event-driven summarization for web videos
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Structure tensor series-based matching for near-duplicate video retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Detection and location of near-duplicate video sub-clips by finding dense subgraphs
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multiple feature hashing for real-time large scale near-duplicate video retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
BASIL: effective near-duplicate image detection using gene sequence alignment
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Information Processing and Management: an International Journal
Scene signatures for unconstrained news video stories
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Submodular video hashing: a unified framework towards video pooling and indexing
Proceedings of the 20th ACM international conference on Multimedia
Snap-and-ask: answering multimodal question by naming visual instance
Proceedings of the 20th ACM international conference on Multimedia
Near-duplicate video retrieval based on clustering by multiple sequence alignment
Proceedings of the 20th ACM international conference on Multimedia
Video hyperlinking: libraries and tools for threading and visualizing large video collection
Proceedings of the 20th ACM international conference on Multimedia
Real-time near-duplicate web video identification by tracking and matching of spatial features
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Video archaeology: understanding video manipulation history
Multimedia Tools and Applications
Searching visual instances with topology checking and context modeling
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Blip10000: a social video dataset containing SPUG content for tagging and retrieval
Proceedings of the 4th ACM Multimedia Systems Conference
An information-aware QoE-centric mobile video cache
Proceedings of the 19th annual international conference on Mobile computing & networking
Near-duplicate video retrieval: Current research and future trends
ACM Computing Surveys (CSUR)
Latent feature learning in social media network
Proceedings of the 21st ACM international conference on Multimedia
ACM Transactions on Information Systems (TOIS)
Effective content-based video caching with cache-friendly encoding and media-aware chunking
Proceedings of the 5th ACM Multimedia Systems Conference
Rotation and flipping robust region binary patterns for video copy detection
Journal of Visual Communication and Image Representation
Hi-index | 0.00 |
Current web video search results rely exclusively on text keywords or user-supplied tags. A search on typical popular video often returns many duplicate and near-duplicate videos in the top results. This paper outlines ways to cluster and filter out the near-duplicate video using a hierarchical approach. Initial triage is performed using fast signatures derived from color histograms. Only when a video cannot be clearly classified as novel or near-duplicate using global signatures, we apply a more expensive local feature based near-duplicate detection which provides very accurate duplicate analysis through more costly computation. The results of 24 queries in a data set of 12,790 videos retrieved from Google, Yahoo! and YouTube show that this hierarchical approach can dramatically reduce redundant video displayed to the user in the top result set, at relatively small computational cost.