Rami Ben-Ari  Rami Ben-Ari photo       

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Research Staff Memeber
Haifa Research Lab, Haifa, Israel

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2017

Maximizing AUC with Deep Learning for Classification of Imbalanced Mammogram Datasets
Jeremias Sulam, Rami Ben-Ari and Pavel Kisilev
EG VCBM, 2017

Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network
Yoni Choukroun, Ran Bakalo, Rami Ben-Ari, Ayelet Akselrod-Ballin, Ella Barkan and Pavel Kisilev,
EG VCBM, 2017

Domain Specific Convolutional Neural Nets for Detection of Architectural Distortion in Mammograms
Rami Ben-Ari, Ayelet Akselrod Ballin, Leonid Karlinsky, Sharbel Hashoul,
ISBI, 2017

Classification of Breast Lesions using Cross-Modal Deep Learning
Omer Hadad, Ran Bakalo, Rami Ben-Ari, Sharbell Hashoul, Guy Amit
IEEE International Symposium on Biomedical Imaging (ISBI), 2017

A CNN based method for automatic mass detection and classification in mammograms
Akselrod-Ballin, Ayelet and Karlinsky, Leonid and Alpert, Sharon and Hashoul, Sharbell and Ben-Ari, Rami and Barkan, Ella
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 1--8, Taylor & Francis, 2017
Abstract

Classification of Breast MRI Lesions using Small-Size Training Sets: Comparison of Deep Learning Approaches
Guy Amit, Rami Ben-Ari, Omer Hadad, Einat Monovich, Noa Granot, Sharbell Hashoul
SPIE Medical Imaging, 2017


2016

Recognizing Architectural Distortion in Mammogram using pre-trained DNN
R. Ben-Ari and S. Hashoul
IBM 1st Deep Learning Workshop, 2016

Efficiency of an automatic decision support system in facilitating diagnosis of Thyroid diseases
S. Hashoul, E. Walach, A. Khateeb, A. Walach, , G. Amit, R. Ben-Ari, E. Barkan and P. Kisilev
RSNA, 2016

A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
Akselrod-Ballin, Ayelet and Karlinsky, Leonid and Alpert, Sharon and Hasoul, Sharbell and Ben-Ari, Rami and Barkan, Ella
International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, pp. 197--205, 2016

A Weakly Labeled Approach for Breast Tissue Segmentation and Breast Density Estimation in Digital Mammography
Rami Ben-Ari, Aviad Zlotnick, Sharbell Hashoul
IEEE International Symposium on Biomedical Imaging (ISBI), 2016


2015

Shape from Focus with Adaptive Focus Measure and High Order Derivatives.
Frommer, Yuval and Ben-Ari, Rami and Kiryati, Nahum
BMVC, pp. 134--1, 2015
Abstract

Shape from Focus with Adaptive Focus Measure and High Order Derivatives
Yuval Frommer, Rami Ben-Ari, Nahum Kiryati
Proceedings of the British Machine Vision Conference (BMVC), pp. 134.1-134.12, BMVA Press, 2015


2014

A Unified Approach for Registration and Depth in Depth from Defocus
Rami Ben-Ari
IEEE Transactions on Pattern Analysis and Machine Intelligence 36(6), 1041-1055, 2014


2013

A computationally efficient tracker with direct appearance-kinematic measure and adaptive Kalman filter
Rami Ben-Ari, Ohad Ben-Shahar
Journal of Real-Time Image Processing, 2013


2011

Image denoising by Bayesian Regression
Shimon Cohen, Rami Ben-Ari
ICIAP, 2011

Variational depth from defocus in real-time
Rami Ben-Ari, Gonen Raveh
IEEE International Conference on Computer Vision (ICCV), pp. 522--529, 2011


2010

Stereo matching with mumford-shah regularization and occlusion handling
Rami Ben-Ari, Nir Sochen
IEEE Transactions on Pattern Analysis and Machine Intelligence 32(11), 2071--2084, 2010


2008

A geometric approach for regularization of the data term in stereo-vision
Rami Ben-Ari, Nir Sochen
Journal of Mathematical Imaging and Vision 31(1), 17--33, Springer, 2008

Geodesic active contours with combined shape and appearance priors
Rami Ben-Ari, Dror Aiger
Advanced Concepts for Intelligent Vision Systems, pp. 494--505, 2008


2007

Variational stereo vision with sharp discontinuities and occlusion handling
Rami Ben-Ari, Nir Sochen
IEEE 11th International Conference on Computer Vision (ICCV), pp. 1--7, 2007


2006

A general framework and new alignment criterion for dense optical flow
Rami Ben-Ari, Nir Sochen
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 529--536, 2006


2004

Non-isotropic regularization of the correspondence space in stereo-vision
Rami Ben-Ari, Nir Sochen
Proceedings of the 17th International Conference on Pattern Recognition (ICPR), pp. 293--296, 2004




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Technical Areas