TY - JOUR AU - Madabhushi, A. PY - 2009 DA - 2009// TI - Digital pathology image analysis: Opportunities and challenges JO - Imaging Med VL - 1 UR - https://doi.org/10.2217/iim.09.9 DO - 10.2217/iim.09.9 ID - Madabhushi2009 ER - TY - JOUR AU - He, L. AU - Long, L. R. AU - Antani, S. AU - Thoma, G. R. PY - 2012 DA - 2012// TI - Histology image analysis for carcinoma detection and grading JO - Comput Methods Programs Biomed VL - 107 UR - https://doi.org/10.1016/j.cmpb.2011.12.007 DO - 10.1016/j.cmpb.2011.12.007 ID - He2012 ER - TY - JOUR AU - Tabesh, A. AU - Teverovskiy, M. AU - Pang, H. Y. PY - 2007 DA - 2007// TI - Multifeature prostate cancer diagnosis and Gleason grading of histological images JO - IEEE Trans Med Imaging VL - 26 UR - https://doi.org/10.1109/TMI.2007.898536 DO - 10.1109/TMI.2007.898536 ID - Tabesh2007 ER - TY - JOUR AU - Al-Kofahi, Y. AU - Lassoued, W. AU - Lee, W. AU - Roysam, B. PY - 2010 DA - 2010// TI - Improved automatic detection and segmentation of cell nuclei in histopathology images JO - IEEE Trans Biomed Eng VL - 57 UR - https://doi.org/10.1109/TBME.2009.2035102 DO - 10.1109/TBME.2009.2035102 ID - Al-Kofahi2010 ER - TY - JOUR AU - Janssens, T. AU - Antanas, L. AU - Derde, S. AU - Vanhorebeek, I. AU - Berghe, G. V. AU - Grandas, F. G. PY - 2013 DA - 2013// TI - CHARISMA: An integrated approach to automatic H&E-stained skeletal muscle cell segmentation using supervised learning and novel robust clump splitting JO - Med Image Anal VL - 17 UR - https://doi.org/10.1016/j.media.2013.07.007 DO - 10.1016/j.media.2013.07.007 ID - Janssens2013 ER - TY - JOUR AU - Xu, Y. AU - Zhu, J. Y. AU - Chang, E. I. C. AU - Lai, M. D. AU - Tu, Z. W. PY - 2014 DA - 2014// TI - Weakly supervised histopathology cancer image segmentation and classification JO - Med Image Anal VL - 18 UR - https://doi.org/10.1016/j.media.2014.01.010 DO - 10.1016/j.media.2014.01.010 ID - Xu2014 ER - TY - JOUR AU - Saraswat, M. AU - Arya, K. V. PY - 2014 DA - 2014// TI - Automated microscopic image analysis for leukocytes identification: A survey JO - Micron VL - 65 UR - https://doi.org/10.1016/j.micron.2014.04.001 DO - 10.1016/j.micron.2014.04.001 ID - Saraswat2014 ER - TY - JOUR AU - Yang, L. AU - Meer, P. AU - Foran, D. J. PY - 2005 DA - 2005// TI - Unsupervised segmentation based on robust estimation and colour active contour models JO - IEEE Trans Inform Technol Biomed VL - 9 UR - https://doi.org/10.1109/TITB.2005.847515 DO - 10.1109/TITB.2005.847515 ID - Yang2005 ER - TY - JOUR AU - Lezoray, O. AU - Cardot, H. PY - 2002 DA - 2002// TI - Cooperation of colour pixel classification schemes and colour watershed: a study for microscopic images JO - IEEE Trans Image Process VL - 11 UR - https://doi.org/10.1109/TIP.2002.800889 DO - 10.1109/TIP.2002.800889 ID - Lezoray2002 ER - TY - CHAP AU - Mohapatra, S. AU - Patra, D. AU - Satpathy, S. PY - 2011 DA - 2011// TI - Automated leukemia detection in blood microscopic images using statistical texture analysis BT - Proceedings of International Conference on Communication, Computing & Security PB - ACM CY - New York, USA ID - Mohapatra2011 ER - TY - JOUR AU - Ko, B. C. AU - Gim, J. AU - Nam, J. PY - 2011 DA - 2011// TI - Automatic white blood cell segmentation using step-wise merging rules and gradient vector flow snake JO - Micron VL - 42 UR - https://doi.org/10.1016/j.micron.2011.03.009 DO - 10.1016/j.micron.2011.03.009 ID - Ko2011 ER - TY - BOOK AU - He, L. AU - Long, L. R. AU - Antani, S. AU - Thoma, G. R. PY - 2011 DA - 2011// TI - Distribution Fitting-based Pixel Labeling For Histology Image Segmentation, Proc. SPIE 7963, Medical Imaging PB - Computer-Aided Diagnosis, SPIE CY - Florida, USA ID - He2011 ER - TY - JOUR AU - Hartigan, J. A. AU - Wong, M. A. PY - 1979 DA - 1979// TI - Algorithm AS 136: A K-Means Clustering Algorithm, Journal of the Royal Statistical Society JO - Series C VL - 28 ID - Hartigan1979 ER - TY - JOUR AU - Comaniciu, D. AU - Meer, P. PY - 2002 DA - 2002// TI - Mean Shift: A Robust Approach Toward Feature Space Analysis, IEEE Trans JO - Pattern Analysis and Machine Intelligence VL - 24 UR - https://doi.org/10.1109/34.1000236 DO - 10.1109/34.1000236 ID - Comaniciu2002 ER - TY - JOUR AU - Xu, L. AU - Jordan, M. I. PY - 1996 DA - 1996// TI - On Convergence Properties of the EM Algorithm for Gaussian Mixtures JO - Neural Comput VL - 8 UR - https://doi.org/10.1162/neco.1996.8.1.129 DO - 10.1162/neco.1996.8.1.129 ID - Xu1996 ER - TY - JOUR AU - Shi, J. AU - Malik, J. PY - 2000 DA - 2000// TI - Normalized Cut Method for Image Segmentation, IEEE Trans JO - Pattern Analysis and Machine Intelligence VL - 22 UR - https://doi.org/10.1109/34.868688 DO - 10.1109/34.868688 ID - Shi2000 ER - TY - JOUR AU - Boykov, Y. AU - Veksler, O. AU - Zabih, R. PY - 2001 DA - 2001// TI - Fast approximate energy minimization via graph cuts JO - IEEE Trans Pattern Anal Mach Intell VL - 23 UR - https://doi.org/10.1109/34.969114 DO - 10.1109/34.969114 ID - Boykov2001 ER - TY - JOUR AU - Ben Salah, M. AU - Mitiche, A. AU - Ben Ayed, I. PY - 2011 DA - 2011// TI - Multiregion Image segmentation by Parametric Kernel Graph Cuts JO - IEEE Trans Image Process VL - 20 UR - https://doi.org/10.1109/TIP.2010.2066982 DO - 10.1109/TIP.2010.2066982 ID - Ben Salah2011 ER - TY - JOUR AU - Zhang, Y. AU - Brady, M. AU - Smith, S. PY - 2001 DA - 2001// TI - Segmentation of brain MR images through a hidden Markov Random Field model and the expectation–maximization algorithm JO - IEEE Trans Med Imaging VL - 20 UR - https://doi.org/10.1109/42.906424 DO - 10.1109/42.906424 ID - Zhang2001 ER - TY - JOUR AU - Franklin, C. PY - 1984 DA - 1984// TI - Summed-area tables for texture mapping, SIGGRAPH ’84: Proceedings of the 11th annual conference on Computer graphics and interactive techniques JO - ACM, New York, USA VL - 18 ID - Franklin1984 ER - TY - JOUR AU - Viola, P. AU - Michael, J. PY - 2001 DA - 2001// TI - Rapid object detection using a boosted cascade of simple features, Proceedings of the 2001 JO - IEEE Computer Society Conference on Computer Vision and Pattern Recognition VL - 1 ID - Viola2001 ER - TY - BOOK AU - Wang, J. AU - Guo, Y. W. AU - Ying, Y. T. AU - Liu, Y. L. AU - Peng, Q. S. PY - 2006 DA - 2006// TI - Fast non-local algorithm for image denoising, Proceeding of IEEE International Conference on Image Processing ID - Wang2006 ER - TY - CHAP AU - Arthur, D. AU - Vassilvitskii, S. PY - 2007 DA - 2007// TI - k-means++: The advantages of of careful seeding BT - Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms PB - ACM CY - New York, USA ID - Arthur2007 ER - TY - JOUR AU - Rand, W. M. PY - 1971 DA - 1971// TI - Objective criteria for the evaluation of clustering methods JO - J Am Stat Assoc VL - 66 UR - https://doi.org/10.1080/01621459.1971.10482356 DO - 10.1080/01621459.1971.10482356 ID - Rand1971 ER - TY - JOUR AU - Meilă, M. PY - 2007 DA - 2007// TI - Comparing clusterings – an information based distance JO - J Multivar Anal VL - 98 UR - https://doi.org/10.1016/j.jmva.2006.11.013 DO - 10.1016/j.jmva.2006.11.013 ID - Meilă2007 ER -