Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
LinStar texture: a fuzzy logic CBIR system for textures
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Combined-media video tracking for summarization
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Video-cuebik: adapting image search to video shots
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Video retrieval with multiple image search strategies
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Retrieval with Linguistic Descriptions
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Image retrieval using color histograms generated by Gauss mixture vector quantization
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Combining spatial and colour information for content based image retrieval
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
ViVo: Visual Vocabulary Construction for Mining Biomedical Images
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A psychophysically plausible model for typicality ranking of natural scenes
ACM Transactions on Applied Perception (TAP)
A fast MPEG-7 dominant color extraction with new similarity measure for image retrieval
Journal of Visual Communication and Image Representation
Mining user hidden semantics from image content for image retrieval
Journal of Visual Communication and Image Representation
Development of expert system for extraction of the objects of interest
Expert Systems with Applications: An International Journal
Unsupervised image categorization
Image and Vision Computing
Unbalanced region matching based on two-level description for image retrieval
Pattern Recognition Letters
Multimedia search with pseudo-relevance feedback
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Color image segmentation based on the normal distribution and the dynamic thresholding
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Perceptual color descriptor based on spatial distribution: A top-down approach
Image and Vision Computing
Surface grading of bamboo strips using multi-scale color texture features in eigenspace
Computers and Electronics in Agriculture
Structural similarity metrics for texture analysis and retrieval
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Low-dimensional and comprehensive color texture description
Computer Vision and Image Understanding
New characteristics for the classification of burns: experimental study
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Optimal matching of images using combined color feature and spatial feature
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Content based image retrieval using region labelling
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Pattern classification of dermoscopy images: A perceptually uniform model
Pattern Recognition
A weighted dominant color descriptor for content-based image retrieval
Journal of Visual Communication and Image Representation
Illuminant invariant descriptors for color texture classification
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging - Special issue on Computer Vision and Image Processing for Computer-Aided Diagnosis
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging
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Proposes a perceptually based system for pattern retrieval and matching. The central idea is that similarity judgment has to be modeled along perceptual dimensions. Hence, we detect basic visual categories that people use in their judgment of similarity, and design a computational model that accepts patterns as input and, depending on the query, produces a set of choices that follow human behavior in pattern matching. There are two major research aspects to our work. The first one addresses the issue of how humans perceive and measure similarity within the domain of color patterns. To understand and describe this mechanism, we performed a subjective experiment which yielded five perceptual criteria used in comparison between color patterns (vocabulary), as well as a set of rules governing the use of these criteria in similarity judgment (grammar). The second research aspect is the implementation of the perceptual criteria and rules in an image retrieval system. Following the processing typical for human vision, we design a system to: (1) extract perceptual features from the vocabulary and (2) perform the comparison between the patterns according to the grammar rules. The modeling of human perception of color patterns is new - starting with a new color codebook design, compact color representation, and texture description through multi-scale edge distribution along different directions. Moreover, we propose new color and texture distance functions that correlate with human performance. The performance of the system is illustrated with numerous examples from image databases from different application domains