Methods for nuclei detection, segmentation, and classification in digital histopathology: a review—current status and future potential H Irshad, A Veillard, L Roux, D Racoceanu IEEE reviews in biomedical engineering 7, 97-114, 2013 | 818 | 2013 |
Time-efficient sparse analysis of histopathological whole slide images CH Huang, A Veillard, L Roux, N Loménie, D Racoceanu Computerized medical imaging and graphics 35 (7-8), 579-591, 2011 | 101 | 2011 |
A practical guide to CNNs and Fisher Vectors for image instance retrieval V Chandrasekhar, J Lin, O Morere, H Goh, A Veillard Signal Processing 128, 426-439, 2016 | 71 | 2016 |
Deephash: Getting regularization, depth and fine-tuning right J Lin, O Morere, V Chandrasekhar, A Veillard, H Goh arXiv preprint arXiv:1501.04711, 2015 | 38 | 2015 |
Nuclei extraction from histopathological images using a marked point process approach M Kulikova, A Veillard, L Roux, D Racoceanu Medical Imaging 2012: Image Processing 8314, 649-656, 2012 | 36 | 2012 |
Cell nuclei extraction from breast cancer histopathologyimages using colour, texture, scale and shape information A Veillard, MS Kulikova, D Racoceanu Diagnostic Pathology 8 (Suppl 1), S5, 2013 | 34 | 2013 |
A practical guide to cnns and fisher vectors for image instance retrieval V Chandrasekhar, J Lin, O Morère, H Goh, A Veillard arXiv preprint arXiv:1508.02496, 2015 | 29 | 2015 |
Compression of deep neural networks for image instance retrieval V Chandrasekhar, J Lin, Q Liao, O Morere, A Veillard, L Duan, T Poggio 2017 Data Compression Conference (DCC), 300-309, 2017 | 28 | 2017 |
Deephash for image instance retrieval: Getting regularization, depth and fine-tuning right J Lin, O Morere, A Veillard, LY Duan, H Goh, V Chandrasekhar Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017 | 24 | 2017 |
Tiny descriptors for image retrieval with unsupervised triplet hashing J Lin, O Morere, J Petta, V Chandrasekhar, A Veillard 2016 Data Compression Conference (DCC), 397-406, 2016 | 24 | 2016 |
Nested invariance pooling and RBM hashing for image instance retrieval O Morere, J Lin, A Veillard, LY Duan, V Chandrasekhar, T Poggio Proceedings of the 2017 ACM on International Conference on Multimedia …, 2017 | 19 | 2017 |
A cognitive virtual microscopic framework for knowlege-based exploration of large microscopic images in breast cancer histopathology L Roux, A Tutac, N Loménie, D Balensi, D Racoceanu, A Veillard, ... 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 19 | 2009 |
Compact global descriptors for visual search V Chandrasekhar, J Lin, O Morere, A Veillard, H Goh 2015 Data compression conference, 333-342, 2015 | 18 | 2015 |
An exploration scheme for large images: application to breast cancer grading A Veillard, N Loménie, D Racoceanu 2010 20th International Conference on Pattern Recognition, 3472-3475, 2010 | 17 | 2010 |
Group invariant deep representations for image instance retrieval O Morère, A Veillard, L Jie, J Petta, V Chandrasekhar, T Poggio 2017 AAAI Spring Symposium Series, 2017 | 15 | 2017 |
Co-regularized deep representations for video summarization O Morere, H Goh, A Veillard, V Chandrasekhar, J Lin 2015 IEEE International Conference on Image Processing (ICIP), 3165-3169, 2015 | 15 | 2015 |
Fast 3D seismic interpretation with unsupervised deep learning: Application to a potash network in the North Sea A Veillard, O Morére, M Grout, J Gruffeille 80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018 | 13 | 2018 |
SVM-based framework for the robust extraction of objects from histopathological images using color, texture, scale and geometry A Veillard, S Bressan, D Racoceanu 2012 11th International Conference on Machine Learning and Applications 1, 70-75, 2012 | 11 | 2012 |
Incorporating prior-knowledge in support vector machines by kernel adaptation A Veillard, D Racoceanu, S Bressan 2011 IEEE 23rd International Conference on Tools with Artificial …, 2011 | 6 | 2011 |
PRBF kernels: A framework for the incorporation of task-specific properties into support vector methods A Veillard, D Racoceanu, S Bressan 2012 11th International Conference on Machine Learning and Applications 1 …, 2012 | 5 | 2012 |