Content-Based Image and Video Retrieval

Preface. Acknowledgments. 1. Introduction. 2. Fundamentals of content-based image and video retrieval. 3. Designing a content-based image retrieval system. 4. Designing a content-based video retrieval system. 5. A survey of content-based image retrieval systems R.C. Veltkamp, M. Tanase. 6. Case study: MUSE. References. Index.

[1]  Yan Gong,et al.  Intelligent image databases - towards advanced image retrieval , 1997, The Kluwer international series in engineering and computer science.

[2]  Brian V. Funt,et al.  Color Constant Color Indexing , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Kee Tung. Wong,et al.  Texture features for image classification and retrieval. , 2002 .

[4]  Robert M. Haralick,et al.  Graph-theoretic clustering for image grouping and retrieval , 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149).

[5]  Ali S. Hadi,et al.  Finding Groups in Data: An Introduction to Chster Analysis , 1991 .

[6]  Jing Huang,et al.  Color-Spatial Image Indexing and Applications , 1998 .

[7]  Alex Pentland,et al.  Towards perceptual intelligence: statistical modeling of human individual and interactive behaviors , 2000 .

[8]  Hong-Jiang Zhang,et al.  Content-based video browsing and retrieval , 1999 .

[9]  Michael J. Swain,et al.  Indexing via color histograms , 1990, [1990] Proceedings Third International Conference on Computer Vision.

[10]  Chahab Nastar,et al.  Relevance feedback and category search in image databases , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[11]  Jing Huang,et al.  Image indexing using color correlograms , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[12]  Paul England,et al.  Comparison of automatic video segmentation algorithms , 1996, Other Conferences.

[13]  Rohini K. Srihari,et al.  Automatic Indexing and Content-Based Retrieval of Captioned Images , 1995, Computer.

[14]  Shih-Fu Chang,et al.  VisualSEEk: a fully automated content-based image query system , 1997, MULTIMEDIA '96.

[15]  Ingemar J. Cox,et al.  PicHunter: Bayesian relevance feedback for image retrieval , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[16]  Thomas P. Minka,et al.  An image database browser that learns from user interaction , 1996 .

[17]  Peter Stanchev,et al.  Content-Based Image Retrieval Systems , 2001 .

[18]  Markus A. Stricker,et al.  Similarity of color images , 1995, Electronic Imaging.

[19]  Martin Szummer,et al.  Indoor-outdoor image classification , 1998, Proceedings 1998 IEEE International Workshop on Content-Based Access of Image and Video Database.

[20]  A. Murat Tekalp,et al.  A high-performance shot boundary detection algorithm using multiple cues , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[21]  Philippe Aigrain,et al.  Medium knowledge-based macro-segmentation of video into sequences , 1997 .

[22]  Stephan Volmer.  Tracing Images in Large Databases by Comparison of Wavelet Fingerprints , 1997 .

[23]  Sougata Mukherjea,et al.  Object-based navigation: an intuitive navigation style for content-oriented integration environment , 1997, HYPERTEXT '97.

[24]  Simone Santini,et al.  In search of information in visual media , 1997, CACM.

[25]  Walter Bender,et al.  Salient video stills: content and context preserved , 1993, MULTIMEDIA '93.

[26]  Robert King,et al.  Textural features corresponding to textural properties , 1989, IEEE Trans. Syst. Man Cybern..

[27]  John R. Smith,et al.  VideoZoom Spatio-Temporal Video Browser , 1999, IEEE Trans. Multim..

[28]  Boon-Lock Yeo.  Efficient processing of compressed images and video , 1996 .

[29]  Rohini K. Srihari,et al.  Intelligent Indexing and Semantic Retrieval of Multimodal Documents , 2004, Information Retrieval.

[30]  Thomas S. Huang,et al.  Content-based image retrieval with relevance feedback in MARS , 1997, Proceedings of International Conference on Image Processing.

[31]  William I. Grosky,et al.  The Handbook of Multimedia Information Management , 1997 .

[32]  Carla E. Brodley,et al.  ASSERT: A Physician-in-the-Loop Content-Based Retrieval System for HRCT Image Databases , 1999, Comput. Vis. Image Underst..

[33]  Ramesh C. Jain,et al.  Similarity indexing with the SS-tree , 1996, Proceedings of the Twelfth International Conference on Data Engineering.

[34]  Hideyuki Tamura,et al.  Textural Features Corresponding to Visual Perception , 1978, IEEE Transactions on Systems, Man, and Cybernetics.

[35]  Arnold W. M. Smeulders,et al.  PicToSeek: combining color and shape invariant features for image retrieval , 2000, IEEE Trans. Image Process..

[36]  J. C. Platt.  AutoAlbum: clustering digital photographs using probabilistic model merging , 2000, 2000 Proceedings Workshop on Content-based Access of Image and Video Libraries.

[37]  R. Ramakrishnan,et al.  An Optimizer for Heterogeneous Systems with NonStandard Data and Search Capabilities , 1996 .

[38]  E. Y. Chang,et al.  Toward perception-based image retrieval , 2000, 2000 Proceedings Workshop on Content-based Access of Image and Video Libraries.

[39]  Daphna Weinshall,et al.  Condensing image databases when retrieval is based on non-metric distances , 1998, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271).

[40]  Ingemar J. Cox,et al.  Target testing and the PicHunter Bayesian multimedia retrieval system , 1996, Proceedings of the Third Forum on Research and Technology Advances in Digital Libraries,.

[41]  Ralph M. Ford,et al.  Metrics for scene change detection in digital video sequences , 1997, Proceedings of IEEE International Conference on Multimedia Computing and Systems.

[42]  B. S. Manjunath,et al.  NeTra: A toolbox for navigating large image databases , 1997, Multimedia Systems.

[43]  Alex Pentland,et al.  Bayesian image retrieval in biometric databases , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[44]  M. Lew,et al.  Webcrawling Using Sketches , 1997 .

[45]  C.-C. Jay Kuo,et al.  Texture analysis and classification with tree-structured wavelet transform , 1993, IEEE Trans. Image Process..

[46]  Ming-Kuei Hu,et al.  Visual pattern recognition by moment invariants , 1962, IRE Trans. Inf. Theory.

[47]  Robert M. Haralick,et al.  Textural features for image database retrieval , 1998, Proceedings. IEEE Workshop on Content-Based Access of Image and Video Libraries (Cat. No.98EX173).

[48]  Shih-Fu Chang,et al.  Image Retrieval: Current Techniques, Promising Directions, and Open Issues , 1999, J. Vis. Commun. Image Represent..

[49]  Yong Wei. Zhu.  Development of a video database system with content-based indexing and retrieval capabilities. , 1998 .

[50]  Yoshinobu Tonomura,et al.  Video tomography: an efficient method for camerawork extraction and motion analysis , 1994, MULTIMEDIA '94.

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

[52]  Shih-Fu Chang,et al.  Next-generation content representation, creation, and searching for new-media applications in education , 1998 .

[53]  Ramesh Jain,et al.  Infoscopes: Multimedia Information Systems , 1996 .

[54]  Shih-Fu Chang,et al.  VideoQ: an automated content based video search system using visual cues , 1997, MULTIMEDIA '97.

[55]  Josef Bigün,et al.  Orientation radiograms for indexing and identification in image databases , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).

[56]  Raimondo Schettini,et al.  Quicklook: a content-based image retrieval system with learning capabilities , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[57]  Boon-Lock Yeo,et al.  Extracting story units from long programs for video browsing and navigation , 1996, Proceedings of the Third IEEE International Conference on Multimedia Computing and Systems.

[58]  Michael L. Creech,et al.  FotoFile: a consumer multimedia organization and retrieval system , 1999, CHI '99.

[59]  Remco C. Veltkamp,et al.  Efficient image retrieval through vantage objects , 1999, Pattern Recognit..

[60]  Edoardo Ardizzone,et al.  JACOB: just a content-based query system for video databases , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[61]  Antonin Guttman,et al.  R-trees: a dynamic index structure for spatial searching , 1984, SIGMOD '84.

[62]  Ramesh C. Jain,et al.  Knowledge-guided parsing in video databases , 1993, Electronic Imaging.

[63]  Rafael C. González,et al.  Local Determination of a Moving Contrast Edge , 1985, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[64]  Tat-Seng Chua,et al.  CINEMATIC-BASED MODEL FOR SCENE BOUNDARY DETECTION , 2001 .

[65]  Shih-Fu Chang,et al.  Clustering methods for video browsing and annotation , 1996, Electronic Imaging.

[66]  Petra Perner,et al.  Data Mining - Concepts and Techniques , 2002, Künstliche Intell..

[67]  Ingemar J. Cox,et al.  The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments , 2000, IEEE Trans. Image Process..

[68]  Erkki Oja,et al.  PicSOM - content-based image retrieval with self-organizing maps , 2000, Pattern Recognit. Lett..

[69]  Jonathan Foote,et al.  Scene boundary detection via video self-similarity analysis , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[70]  David A. Forsyth,et al.  Finding Naked People , 1996, ECCV.

[71]  Forouzan Golshani,et al.  Rx for semantic video database retrieval , 1994, MULTIMEDIA '94.

[72]  Rosalind W. Picard,et al.  Interactive Learning Using a "Society of Models" , 2017, CVPR 1996.

[73]  Ze-Nian Li,et al.  Illumination Invariance and Object Model in Content-Based Image and Video Retrieval , 1999, J. Vis. Commun. Image Represent..

[74]  Jian Fan,et al.  Texture Classification by Wavelet Packet Signatures , 1993, MVA.

[75]  A. Rosenfeld,et al.  Visual texture analysis , 1970 .

[76]  Jing Xiao,et al.  Content-Based Video Indexing and Retrieval , 2004 .

[77]  Boon-Lock Yeo,et al.  Rapid scene analysis on compressed video , 1995, IEEE Trans. Circuits Syst. Video Technol..

[78]  Nozha Boujemaa,et al.  Surfimage: a flexible content-based image retrieval system , 1998, MULTIMEDIA '98.

[79]  Wayne H. Wolf,et al.  Key frame selection by motion analysis , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

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

[81]  Alberto Del Bimbo,et al.  Visual information retrieval , 1999 .

[82]  Michael J. Swain,et al.  WebSeer: An Image Search Engine for the World Wide Web , 1996 .

[83]  Sougata Mukherjea,et al.  AMORE: a world-wide web image retrieval engine , 1999, CHI Extended Abstracts.

[84]  Philippe Aigrain,et al.  The automatic real-time analysis of film editing and transition effects and its applications , 1994, Comput. Graph..

[85]  Hans Burkhardt,et al.  Fast Invariant Feature Extraction for Image Retrieval , 1999, State-of-the-Art in Content-Based Image and Video Retrieval.

[86]  B. S. Manjunath.  Image Browsing in the Alexandria Digital Library (ADL) Project , 1995, D Lib Mag..

[87]  Alex Pentland,et al.  Photobook: Content-based manipulation of image databases , 1996, International Journal of Computer Vision.

[88]  Kien A. Hua,et al.  Content-based scene change detection and classification technique using background tracking , 1999, Electronic Imaging.

[89]  R. Manmatha,et al.  Syntactic characterization of appearance and its application to image retrieval , 1997, Electronic Imaging.

[90]  Christos Faloutsos,et al.  QBIC project: querying images by content, using color, texture, and shape , 1993, Electronic Imaging.

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

[92]  David Pye,et al.  SHOEBOX: A DIGITAL PHOTO MANAGEMENT SYSTEM , 2000 .

[93]  Yueting Zhuang,et al.  Adaptive key frame extraction using unsupervised clustering , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[94]  Hideyuki Tamura,et al.  Image database systems: A survey , 1984, Pattern Recognit..

[95]  Ira Konigsberg,et al.  The Complete Film Dictionary , 1987 .

[96]  Mohan S. Kankanhalli,et al.  Relevance feedback techniques for image retrieval using multiple attributes , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[97]  Shih-Fu Chang,et al.  Visual information retrieval from large distributed online repositories , 1997, CACM.

[98]  Alberto Del Bimbo,et al.  Symbolic Description and Visual Querying of Image Sequences Using Spatio-Temporal Logic , 1995, IEEE Trans. Knowl. Data Eng..

[99]  Mohamed Abdel-Mottaleb,et al.  Image browsing using hierarchical clustering , 1999, Proceedings IEEE International Symposium on Computers and Communications (Cat. No.PR00250).

[100]  M.L. Miller,et al.  Hidden annotation in content based image retrieval , 1997, 1997 Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries.

[101]  Ingemar J. Cox,et al.  An optimized interaction strategy for Bayesian relevance feedback , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[102]  Beng Chin Ooi,et al.  Fast signature-based color-spatial image retrieval , 1997, Proceedings of IEEE International Conference on Multimedia Computing and Systems.

[103]  Yihong Gong,et al.  Image indexing and retrieval based on human perceptual color clustering , 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

[104]  Shih-Fu Chang,et al.  Single color extraction and image query , 1995, Proceedings., International Conference on Image Processing.

[105]  Thomas S. Huang,et al.  Automatic Matching Tool Selection Using Relevance Feedback In Mars , 1997 .

[106]  Shi-Kuo Chang,et al.  Iconic Indexing by 2-D Strings , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[107]  Arnold W. M. Smeulders,et al.  The PicToSeek WWW image search system , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[108]  Ramesh C. Jain,et al.  Similarity indexing: algorithms and performance , 1996, Electronic Imaging.

[109]  Yukinobu Taniguchi,et al.  PanoramaExcerpts: extracting and packing panoramas for video browsing , 1997, MULTIMEDIA '97.

[110]  M. La Cascia,et al.  Motion and color-based video indexing and retrieval , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[111]  Ramin Zabih,et al.  Comparing images using color coherence vectors , 1997, MULTIMEDIA '96.

[112]  Mohamed Abdel-Mottaleb,et al.  CONIVAS: content-based image and video access system , 1997, MULTIMEDIA '96.

[113]  Yihong Gong,et al.  Video parsing using compressed data , 1994, Electronic Imaging.

[114]  Remco C. Veltkamp,et al.  State of the Art in Shape Matching , 2001, Principles of Visual Information Retrieval.

[115]  Stephen W. Smoliar,et al.  Video parsing, retrieval and browsing: an integrated and content-based solution , 1997, MULTIMEDIA '95.

[116]  Ian H. Witten,et al.  Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.

[117]  Michael Stonebraker,et al.  Chabot: Retrieval from a Relational Database of Images , 1995, Computer.

[118]  Marco La Cascia,et al.  Image Digestion and Relevance Feedback in the ImageRover WWW Search Engine , 1997 .

[119]  Bruce A. Draper,et al.  FOCUS: Searching for multi-colored objects in a diverse image database , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[120]  Alberto Del Bimbo,et al.  Visual Querying By Color Perceptive Regions , 1998, Pattern Recognit..

[121]  Michael A. Smith,et al.  Video skimming and characterization through the combination of image and language understanding techniques , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[122]  HongJiang Zhang,et al.  Automatic parsing of TV soccer programs , 1995, Proceedings of the International Conference on Multimedia Computing and Systems.

[123]  Nuno Vasconcelos,et al.  Statistical models of video structure for content analysis and characterization , 2000, IEEE Trans. Image Process..

[124]  Rangasami L. Kashyap,et al.  Models for motion-based video indexing and retrieval , 2000, IEEE Trans. Image Process..

[125]  Arnold W. M. Smeulders,et al.  Image Databases and Multi-Media Search , 1998, Image Databases and Multi-Media Search.

[126]  William I. Grosky,et al.  Multimedia information systems , 1994, IEEE MultiMedia.

[127]  Shih-Fu Chang,et al.  Querying by color regions using VisualSEEk content-based visual query system , 1997 .