Rami Ben-Ari  Rami Ben-Ari photo         

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Research Staff Memeber
Haifa Research Lab, Haifa, Israel



Unsupervised clustering of mammograms for outlier detection and breast density estimation
T. Tlusty, G. Amit, R. Ben-Ari
International Conference on Pattern Recognition, 2018

Digital Mammography DREAM Challenge: The Core of Top Performing Methods
R. Ben-Ari
IEEE Biomedical and Health Informatics, IEEE, 2018


Maximizing AUC with Deep Learning for Classification of Imbalanced Mammogram Datasets
Jeremias Sulam, Rami Ben-Ari, 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
A. Akselrod-Ballin, L. Karlinsky, S. Alpert, S. Hashoul, R. Ben-Ari and E. Barkan
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 1--8, Taylor & Francis, 2017

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


Recognizing Architectural Distortion in Mammogram using pre-trained DNN
R. Ben-Ari, 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


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


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


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


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


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


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


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


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


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