PBIR - perception-based image retrieval
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Support vector machine pairwise classifiers with error reduction for image classification
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
SVM binary classifier ensembles for image classification
Proceedings of the tenth international conference on Information and knowledge management
MUSE: A Content-Based Image Search and Retrieval System Using Relevance Feedback
Multimedia Tools and Applications
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
An Architecture of a Web-Based Collaborative Image Search Engine
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
MEGA---the maximizing expected generalization algorithm for learning complex query concepts
ACM Transactions on Information Systems (TOIS)
Knowing a tree from the forest: art image retrieval using a society of profiles
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Dynamic interactive spatial similarity retrieval in iconic image databases using enhanced digraph
Proceedings of the 2006 ACM symposium on Applied computing
Fotofiti: web service for photo management
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
A scalable service for photo annotation, sharing, and search
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
A multi-agent platform for content-based image retrieval
Multimedia Tools and Applications
Indexing for multipoint interactive similarity retrieval in iconic spatial image databases
Journal of Visual Languages and Computing
A biologically inspired technique for sampling of color images
Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems
Impressionism, expressionism, surrealism: Automated recognition of painters and schools of art
ACM Transactions on Applied Perception (TAP)
Perceptual distance functions for similarity retrieval of medical images
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
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Since a content-based image retrieval (CBIR) system services people, its image characterization and similarity measure must closely follow perceptual characteristics. In this study, we enumerate a few psychological and physiological invariants and show how they can be considered by a CBIR system. We propose distance functions to measure perceptual similarity for color, shape, and spatial distribution. In addition, we believe that an image search engine should model after our visual system, which adjusts to the environment and adapts to the visual goals. We show that we can decompose our visual front-end into filters of different functions and resolutions. A pipeline of filters can be dynamically constructed to meet the requirement of a search task and to adapt to individuals' search objectives.