Nonparametric background generation
Journal of Visual Communication and Image Representation
Joint co-clustering: Co-clustering of genomic and clinical bioimaging data
Computers & Mathematics with Applications
Proceedings of the 30th DAGM symposium on Pattern Recognition
Automatic Image Analysis of Histopathology Specimens Using Concave Vertex Graph
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
PathMiner: a web-based tool for computer-assisted diagnostics in pathology
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Randomized Tree Ensembles for Object Detection in Computational Pathology
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
A caGRID-enabled, learning based image segmentation method for histopathology specimens
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Automated segmentation of tissue images for computerized IHC analysis
Computer Methods and Programs in Biomedicine
A two-level method for segmenting cytological images based on active contour model
Pattern Recognition and Image Analysis
Segmentation of nerve fibers using multi-level gradient watershed and fuzzy systems
Artificial Intelligence in Medicine
Target tracking and positioning on video sequence from a moving video camera
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
A local region based approach to lip tracking
Pattern Recognition
A parallel solution for high resolution histological image analysis
Computer Methods and Programs in Biomedicine
Computer-aided techniques for chromogenic immunohistochemistry: Status and directions
Computers in Biology and Medicine
Segmentation of cell nuclei within chained structures in microscopic images of colon sections
Proceedings of the 27th Spring Conference on Computer Graphics
Mean shift based gradient vector flow for image segmentation
Computer Vision and Image Understanding
Detection of protein conformation defects from fluorescence microscopy images
Engineering Applications of Artificial Intelligence
Computers in Biology and Medicine
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One of the most commonly used clinical tests performed today is the routine evaluation of peripheral blood smears. In this paper, we investigate the design, development, and implementation of a robust color gradient vector flow (GVF) active contour model for performing segmentation, using a database of 1791 imaged cells. The algorithms developed for this research operate in Luv color space, and introduce a color gradient and L2E robust estimation into the traditional GVF snake. The accuracy of the new model was compared with the segmentation results using a mean-shift approach, the traditional color GVF snake, and several other commonly used segmentation strategies. The unsupervised robust color snake with L2E robust estimation was shown to provide results which were superior to the other unsupervised approaches, and was comparable with supervised segmentation, as judged by a panel of human experts.