International Journal of Computer Vision
Hierarchical segmentation of video sequences for content manipulation and adaptive coding
Signal Processing - Video segmentation for content-based processing manipulation
Fast wavelet histogram techniques for image indexing
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scalable Recognition with a Vocabulary Tree
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
A 3-step algorithm using region-based active contours for video objects detection
EURASIP Journal on Applied Signal Processing
Embedded Indexing in Scalable Video Coding
CBMI '09 Proceedings of the 2009 Seventh International Workshop on Content-Based Multimedia Indexing
Motion detection using wavelet analysis and hierarchical markov models
SCVMA'04 Proceedings of the First international conference on Spatial Coherence for Visual Motion Analysis
DISCOV: A Framework for Discovering Objects in Video
IEEE Transactions on Multimedia
Image indexing using moments and wavelets
IEEE Transactions on Consumer Electronics
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation-based video coding system allowing the manipulation of objects
IEEE Transactions on Circuits and Systems for Video Technology
Region-based representations of image and video: segmentation tools for multimedia services
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
An integrated approach for content-based video object segmentation and retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Gauss-laguerre keypoints extraction using fast hermite projection method
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
News browsing system: multimodal analysis
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Toward a higher-level visual representation for content-based image retrieval
Multimedia Tools and Applications
A projection local image descriptor
Pattern Recognition and Image Analysis
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With exponentially growing quantity of video content in various formats, including the popularisation of HD (High Definition) video and cinematographic content, the problem of efficient indexing and retrieval in video databases becomes crucial. Despite efficient methods have been designed for the frame-based queries on video with local features, object-based indexing and retrieval attract attention of research community by the seducing possibility to formulate meaningful queries on semantic objects. In the case of HD video, the principle of scalability addressed by actual compression standards is of great importance. It allows for indexing and retrieval on the lower resolution available in the compressed bit-stream. The wavelet decomposition used in the JPEG2000 standard provides this property. In this paper, we propose a scalable indexing of video content by objects. First, a method for scalable moving object extraction is designed. Using the wavelet data, it relies on the combination of robust global motion estimation with morphological colour segmentation at a low spatial resolution. It is then refined using the scalable order of data. Second, a descriptor is built only on the objects extracted. This descriptor is based on multi-scale histograms of wavelet coefficients of objects. Comparison with SIFT features extracted on segmented object masks gives promising results.