A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video

Pattern Recognition

Volumn 35, Issue 4, 2002, Pages 945-965

  Antani, Sameer ^a   Kasturi, Rangachar ^a   Jain, Ramesh ^b  

^a The Pennsylvania State University   (United States)

^b Praja Inc   (United States)

Author keywords

Content based retrieval; Image databases; Pattern recognition; Video databases

Indexed keywords

ABSTRACTING; CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; INDEXING (OF INFORMATION);

VIDEO INFORMATION;

PATTERN RECOGNITION;

DATABASE; IMAGE ANALYSIS; PATTERN RECOGNITION; VIDEOGRAPHY;

EID: 0036532792     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0031-3203(01)00086-3     Document Type: Article

References (155)

1. Visual information retrieval
2. Image retrieval: Current techniques, promising directions, and open issues
3. A survey of technologies for parsing and indexing digital video
4. A survey on the automatic indexing of video data
5. Pattern recognition methods in image and video databases: Past, present and future
6. Review of image and video indexing techniques
7. Semantics in visual information retrieval
8. An evaluation of the effectiveness of image features for image retrieval
9. A critical evaluation of image and video indexing techniques in the compressed domain
10. Performance characterization of video-shot-change detection methods
11. Query-by-pictorial-example
12. In search of information in visual media
13. Core: A content-based retrieval engine for multimedia information systems
14. Content based retrieval for trademark registration
15. Visual information retrieval from large distributed online repositories
16. An integrated approach for content-based video object segmentation and retrieval
17. A system for region-based image indexing and retrieval
18. Query reformulation for content based multimedia retrieval in MARS
19. Pictoseek: Combining color and shape invariant features for image retrieval
20. Illumination invariance and object model in content-based image and video retrieval
21. Updates to the QBIC system
22. Key to effective video retrieval: Effective cataloging and browsing
23. Video skimming for quick browsing based on audio and image characterization
24. Chabot: Retrieval from a relational database of images
25. The Manchester multimedia information system
26. VisualGREP: A systematic method to compare and retrieve video sequences
27. The bayesian image retrieval system, pichunter: Theory, implementation and psychophysical experiments
28. Statistical pattern recognition: A review
29. Automatic video indexing and full-video search for object appearances
30. Efficient color histogram indexing for quadratic form distance functions
31. Similarity-based retrieval of images using color histograms
32. Image content retrieval from image databases using feature integration by Choquet integral
33. Distance measures for color image retrieval
34. On the use of histograms for image retrieval
35. Bounds of the discrimination power of color indexing techniques
36. Relevance feedback and category search in image databases
37. Using relevance feedback mechanism to improve content-based image retrieval
38. Content-based image retrieval over the Web using query by sketch and relevance feedback
39. Probabilistic feature relevance learning for content-based image retrieval
40. Relevance feedback and term weighting schemes for content-based image retrieval
41. Interactive learning with a society of models
42. Content based image retrieval: KLT, projections, or templates
43. Beyond query by example
44. Similarity measures
45. Color indexing
46. Visual querying by color perceptive regions
47. Color-induced image representation and retrieval
48. Image categorization using N x M-grams
49. Color image retrieval based on hidden markov-models
50. Multimedia database retrieval using hand-drawn sketches
51. Comparing images using joint histograms
52. Spatial color indexing and applications
53. Spatial color indexing: A novel approach for content-based image retrieval
54. Color-based image retrieval using spatial-chromatic histograms
55. Efficient content-based image retrieval based on color homogenous objects segmentation and their spatial relationship characterization
56. Image classification and querying using composite region templates
57. Multiresolution wavelet transform and supervised learning for content-based image retrieval
58. On image classification: City images vs. landscapes
59. A novel vector-based approach to color image retrieval using a vector angular-based distance metric
60. Color indexing for efficient image retrieval
61. Cluster based color matching for image retrieval
62. Color matching for image retrieval
63. Color and spatial feature for content-based image retrieval
64. A scalable algorithm for image retrieval by color
65. Integrating image matching and classification for multimedia retrieval
66. A comparison of clustering algorithms applied to color image quantization
67. Color clustering techniques for color-content-based image retrieval from image databases
68. Efficient access to and retrieval from a shape image database
69. Image database querying using a multi-scale localized color-representation
70. Effective image retrieval using deformable templates
71. Deformable prototypes for encoding shape categories in image databases
72. Image retrieval by shape and texture
73. IRUS: Image retrieval using shape
74. Shape similarity matching for query-by-example
75. Object signature curve and invariant shape patches for geometric indexing into pictorial databases
76. Image indexing and retrieval using image-derived, geometrically and illumination invariant features
77. Efficient retrieval by shape content
78. Retrieval of similar shapes under affine transform
79. Symmetry-based indexing of image databases
80. Automatic matching tool selection using relevance feedback in MARS
81. Shape-based retrieval: A case study with trademark image databases
82. Invariant-based shape retrieval in pictorial databases
83. Invariant content-based image retrieval using a complete set of Fourier-Mellin descriptors
84. Quad-tree segmentation for texture-based image query
85. Use of texture features for image classification and retrieval
86. Texture features for browsing and retrieval of image data
87. Non-parametric similarity measures for unsupervised texture segmentation and image retrieval
88. Fast wavelet histogram techniques for image indexing
89. A rotation, translation, and scale invariant approach to content-based image retrieval
90. MMAP: Modified maximum a posteriori algorithm for image segmentation in large image/video databases
91. Photobook: Content-based manipulation of image databases
92. Periodicity, directionality, and randomness: Wold features for image modeling and retrieval
93. Object localization using color, texture and shape
94. Matching and retrieval based on vocabulary and grammar of color patterns
95. Unifying textual and visual cues for content-based image retrieval on the World Wide Web
96. A flexible image database system for content-based retrieval
97. Video visualization for compact presentation and fast browsing of pictorial content
98. An accurate and robust method for detecting video shot boundaries
99. A feature-based algorithm for detecting and classifying scene breaks
100. Production model based digital video segmentation
101. A morphological approach to scene change detection and digital video storage and retrieval
102. Feature management for large video databases
103. Video parsing using compressed data
104. Video shot detection and characterization for video databases
105. Scene decomposition of MPEG compressed video
106. Rapid scene analysis on compressed video
107. A fast algorithm for video parsing using MPEG compressed sequences
108. Scene change detection in a MPEG compressed video sequence
109. Optimal shot boundary detection based on robust statistical methods
110. A scene change detection algorithm for MPEG compressed video sequences
111. Compressed domain video indexing techniques using DCT and motion vector information in MPEG video
112. Combining multiple experts for classifying shot changes in video sequences
113. A hierarchical multiresolution video shot transition detection scheme
114. Video segmentation in the wavelet domain
115. A quantitative comparison of shot boundary detection metrics
116. Comparison of autmatic shot boundary detection
117. Comparison of video shot boundary detection techniques
118. Motion-based feature extraction and ascent hierarchical classification for video indexing and retrieval
119. Video indexing using motion vectors
120. Automatic recognition of camera zooms
121. Temporal segmentation of videos: A new approach
122. Scene change detection and content-based sampling of video sequences
123. Video indexing using MPEG motion compensation vectors
124. Optical flow based model for scene cut detection
125. A high-performance shot boundary detection algorithm using multiple cues
126. Content-based video abstraction
127. NeTra-V: Toward an object-based video representation
128. Binkey: A system for video content analysis "on the fly"
129. Models for motion-based video indexing and retrieval
130. An algorithm for wipe detection
131. Structured representation and automatic indexing of movie information content
132. Special effect edit detection using video trails: A comparison with existing techniques
133. An integrated scheme for automated video abstraction based on unsupervised cluster-validity analysis
134. Segmentation of video by clustering and graph analysis
135. Eploring video structure beyond shots
136. Video abstracting
137. Retrieval of commercials by video semantics
138. On the detection and recognition of television commercials
139. Local color analysis for scene break detection applied to TV commercials recognition
140. Adaptive key frame extraction using unsupervised clustering
141. Automatically segmenting movies into logical story units
142. ViBE: A video indexing and browsing environment
143. Scene segmentation and image feature extraction for video indexing and retrieval
144. Efficient video indexing scheme for content-based retrieval
145. Content analysis of video using principal components
146. Statistical models of video structure for content analysis and characterization
147. Query by video clip
148. A stochastic framework for optimal key frame extraction from MPEG video databases
149. Performance characterization and comparison of video indexing algorithms
150. Automated determination of scene changes in MPEG compressed video
151. A unified approach to temporal segmentation of motion JPEG and MPEG compressed video
152. A statistical approach to scene change detection