DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification
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Vishal Monga | Tiep Huu Vu | Hojjat Seyed Mousavi | Arvind U. K. Rao | Ganesh Rao | T. Vu | V. Monga | A. Rao | G. Rao
[1] Lior Shamir,et al. Source Code for Biology and Medicine Open Access Wndchrm – an Open Source Utility for Biological Image Analysis , 2022 .
[2] Vishal Monga,et al. Simultaneous Sparsity Model for Histopathological Image Representation and Classification , 2014, IEEE Transactions on Medical Imaging.
[3] Metin Nafi Gürcan,et al. Computerized classification of intraductal breast lesions using histopathological images , 2011, IEEE Transactions on Biomedical Engineering.
[4] M. Elad,et al. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation , 2006, IEEE Transactions on Signal Processing.
[5] Larry S. Davis,et al. Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[6] Asok Ray,et al. Quality-Based Multimodal Classification Using Tree-Structured Sparsity , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.
[7] Christian Jutten,et al. Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating , 2014, IEEE Transactions on Signal Processing.
[8] Yi Li,et al. Joint sparse coding based spatial pyramid matching for classification of color medical image , 2015, Comput. Medical Imaging Graph..
[9] Y. Lui,et al. Prediction of longterm outcome of neuropsychological tests of MTBI patients using imaging features , 2013, 2013 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).
[10] Michael Elad,et al. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries , 2006, IEEE Transactions on Image Processing.
[11] C. Demir,et al. Two-Tier Tissue Decomposition for Histopathological Image Representation and Classification , 2015, IEEE Transactions on Medical Imaging.
[12] Junzhou Huang,et al. Discriminative sparse representations for cervigram image segmentation , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[13] Bahram Parvin,et al. Classification of tumor histopathology via sparse feature learning , 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.
[14] Vishal Monga,et al. SHIRC: A simultaneous sparsity model for histopathological image representation and classification , 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.
[15] A. Madabhushi,et al. Histopathological Image Analysis: A Review , 2009, IEEE Reviews in Biomedical Engineering.
[16] Shannon M. Hughes,et al. Kernel compressive sensing , 2013, 2013 IEEE International Conference on Image Processing.
[17] Trac D. Tran,et al. Group structured dirty dictionary learning for classification , 2014, 2014 IEEE International Conference on Image Processing (ICIP).
[18] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[19] Vishal Monga,et al. Automated discrimination of lower and higher grade gliomas based on histopathological image analysis , 2015, Journal of pathology informatics.
[20] Le Lu,et al. Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries , 2011, MICCAI.
[21] Joel A. Tropp,et al. Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit , 2007, IEEE Transactions on Information Theory.
[22] David Zhang,et al. Fisher Discrimination Dictionary Learning for sparse representation , 2011, 2011 International Conference on Computer Vision.
[23] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] A. Bruckstein,et al. K-SVD : An Algorithm for Designing of Overcomplete Dictionaries for Sparse Representation , 2005 .
[25] Trac D. Tran,et al. Multi-task image classification via collaborative, hierarchical spike-and-slab priors , 2014, 2014 IEEE International Conference on Image Processing (ICIP).
[26] Lior Shamir,et al. WND-CHARM: Multi-purpose image classification using compound image transforms , 2008, Pattern Recognit. Lett..