A flexible image database system for content-based retrieval
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance evaluation in content-based image retrieval: overview and proposals
Pattern Recognition Letters - Special issue on image/video indexing and retrieval
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Indoor-Outdoor Image Classification
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis
Incorporating multiple SVMs for automatic image annotation
Pattern Recognition
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Semantic content analysis and annotation of histological images
Computers in Biology and Medicine
WND-CHARM: Multi-purpose image classification using compound image transforms
Pattern Recognition Letters
Journal of Signal Processing Systems
Histopathology Image Classification Using Bag of Features and Kernel Functions
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Digital microscopy: a survey to examine patterns of use and technology standards
Telehealth/AT '08 Proceedings of the IASTED International Conference on Telehealth/Assistive Technologies
Design of a medical image database with content-based retrieval capabilities
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A semantic content-based retrieval method for histopathology images
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
FIRE – flexible image retrieval engine: ImageCLEF 2004 evaluation
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Histological image retrieval based on semantic content analysis
IEEE Transactions on Information Technology in Biomedicine
Design and analysis of a content-based pathology image retrieval system
IEEE Transactions on Information Technology in Biomedicine
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Large amounts of histology images are captured and archived in pathology departments due to the ever expanding use of digital microscopy. The ability to manage and access these collections of digital images is regarded as a key component of next generation medical imaging systems. This paper addresses the problem of retrieving histopathology images from a large collection using an example image as query. The proposed approach automatically annotates the images in the collection, as well as the query images, with high-level semantic concepts. This semantic representation delivers an improved retrieval performance providing more meaningful results. We model the problem of automatic image annotation using kernel methods, resulting in a unified framework that includes: (1) multiple features for image representation, (2) a feature integration and selection mechanism (3) and an automatic semantic image annotation strategy. An extensive experimental evaluation demonstrated the effectiveness of the proposed framework to build meaningful image representations for learning and useful semantic annotations for image retrieval.