A Survey on Video Segmentation

This paper presents a short survey on video segmentation. Due to the growth in multimedia information, an effective video indexing and video retrieval is necessary. This can be achieved when an effective video segmentation tools and algorithms are available. MPEG-compressed videos are mostly used by researchers for video segmentation. Shot boundary detection, color histogram characteristics, DC-images, motion vector and motion compensation, threshold-based detector, etc. are mostly used for video segmentation.

[1]  Andrew W. Fitzgibbon,et al.  Automatic Video Segmentation using Spatiotemporal T-Junctions , 2006, BMVC.

[2]  Arding Hsu,et al.  Image processing on compressed data for large video databases , 1993, MULTIMEDIA '93.

[3]  Irfan A. Essa,et al.  Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Liang-Gee Chen,et al.  Predictive watershed: a fast watershed algorithm for video segmentation , 2003, IEEE Trans. Circuits Syst. Video Technol..

[5]  Adnan M. Alattar Detecting and compressing dissolve regions in video sequences with a DVI multimedia image compression algorithm , 1993, 1993 IEEE International Symposium on Circuits and Systems.

[6]  Feng Wu,et al.  Automatic video segmentation using a novel background model , 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

[7]  Kanad K. Biswas,et al.  A fuzzy theoretic approach for video segmentation using syntactic features , 2001, Pattern Recognit. Lett..

[8]  Mubarak Shah,et al.  Object based segmentation of video using color, motion and spatial information , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[9]  Shih-Fu Chang,et al.  Algorithms and system for segmentation and structure analysis in soccer video , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[10]  Yücel Altunbasak A statistical approach to threshold selection in temporal video segmentation algorithms , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[11]  Georgios Tziritas,et al.  Video Segmentation Using Fast Marching and Region Growing Algorithms , 2002, EURASIP J. Adv. Signal Process..

[12]  Shih-Fu Chang,et al.  Scene change detection in an MPEG-compressed video sequence , 1995, Electronic Imaging.

[13]  Chung-Lin Huang,et al.  A robust scene-change detection method for video segmentation , 2001, IEEE Trans. Circuits Syst. Video Technol..

[14]  Hong Liu,et al.  A Segmentation and Graph-Based Video Sequence Matching Method for Video Copy Detection , 2013, IEEE Transactions on Knowledge and Data Engineering.

[15]  Majid Mirmehdi,et al.  Temporal video segmentation and classification of edit effects , 2003, Image Vis. Comput..

[16]  King Ngi Ngan,et al.  Video segmentation for content-based coding , 1999, IEEE Trans. Circuits Syst. Video Technol..

[17]  Bo Thiesson,et al.  Image and Video Segmentation by Anisotropic Kernel Mean Shift , 2004, ECCV.

[18]  Ba Tu Truong,et al.  New enhancements to cut, fade, and dissolve detection processes in video segmentation , 2000, ACM Multimedia.

[19]  Yanjun Qi,et al.  Supervised classification for video shot segmentation , 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

[20]  Andrea Cavallaro,et al.  Video event segmentation and visualisation in non-linear subspace , 2009, Pattern Recognit. Lett..

[21]  Ferran Marqués,et al.  Region-based representations of image and video: segmentation tools for multimedia services , 1999, IEEE Trans. Circuits Syst. Video Technol..

[22]  Yael Pritch,et al.  This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2008 1 Non-Chronological Video , 2022 .

[23]  Bede Liu,et al.  Temporal segmentation of video using frame and histogram space , 2006, IEEE Trans. Multim..

[24]  Demin Wang Unsupervised video segmentation based on watersheds and temporal tracking , 1998, IEEE Trans. Circuits Syst. Video Technol..

[25]  Shigang Wang,et al.  A Fast Algorithm for MPEG Video Segmentation Based on Macroblock , 2007, Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007).

[26]  Yukinobu Taniguchi,et al.  Structured Video Computing , 1994, IEEE MultiMedia.

[27]  Ramesh C. Jain,et al.  Production model based digital video segmentation , 1995, Multimedia Tools and Applications.

[28]  Michael J. Black Combining Intensity and Motion for Incremental Segmentation and Tracking Over Long Image Sequences , 1992, ECCV.

[29]  Ramesh C. Jain,et al.  Digital video segmentation , 1994, MULTIMEDIA '94.

[30]  Arnaldo de Albuquerque Araújo,et al.  Video segmentation based on 2D image analysis , 2003, Pattern Recognit. Lett..

[31]  Wei Zhang,et al.  Research on Video Segmentation via Active Learning , 2007, Fourth International Conference on Image and Graphics (ICIG 2007).

[32]  Ioannis Patras,et al.  Video Segmentation by MAP Labeling of Watershed Segments , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[33]  Tom E. Bishop,et al.  Blind Image Restoration Using a Block-Stationary Signal Model , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[34]  Qiang Peng,et al.  An Efficient Algorithm for Motion Estimation with Multiple Reference Frames in H.264/AVC , 2007, Fourth International Conference on Image and Graphics (ICIG 2007).

[35]  John S. Boreczky,et al.  A hidden Markov model framework for video segmentation using audio and image features , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[36]  Angelo Chianese,et al.  Foveated shot detection for video segmentation , 2005, IEEE Transactions on Circuits and Systems for Video Technology.

[37]  Zhu Liu,et al.  Integration of audio and visual information for content-based video segmentation , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[38]  Larry D. Hostetler,et al.  The estimation of the gradient of a density function, with applications in pattern recognition , 1975, IEEE Trans. Inf. Theory.

[39]  Yong Yin,et al.  A hybrid scheme for temporal video segmentation , 2006, Third IEEE International Workshop on Electronic Design, Test and Applications (DELTA'06).

[40]  Atreyi Kankanhalli,et al.  Automatic partitioning of full-motion video , 1993, Multimedia Systems.

[41]  Chi-Chun Lo,et al.  Video segmentation using a histogram-based fuzzy c-means clustering algorithm , 2001, Comput. Stand. Interfaces.