Gil Ben-Artzi, Ph.D

Research Interests

Computer Vision, Image Processing, Deep Learning, Medical Imaging

My Research Group

• Research Scientist: Dr. Shahar Mahpud
• Ph.D: Evgeny Neiterman
• M.Sc: Noam Levin, Elian Iluk, Konstantin Margulin, Hay Hoffman, Yuval Baror
• Former students: Itamar Dabush, Israel Yacobovich, Michael Klyuchka, Feras Daragma, Noam Gaash, Amir Ofir, Shai Aharon

Publications

ChannelDropBack: Forward-Consistent Stochastic Regularization for Deep Networks

Evgeny Hershkovitch Neiterman and Gil Ben-Artzi

Accepted, 2024 IEEE The International Conference on Pattern Recognition (ICPR)

Project page (+code)

Deep BI-RADS Network for Improved Cancer Detection from Mammograms

Gil Ben-Artzi, Feras Daragma and Shahar Mahpod

Accepted, 2024 IEEE The International Conference on Pattern Recognition (ICPR)

Project page

Hypernetwork-Based Adaptive Image Restoration

Shai Aharon and Gil Ben-Artzi

2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Project page (+code)

CTrGAN: Cycle Transformers GAN for Natural Gait Transfer

Shahar Mahpod, Noam Gaash and Gil Ben-Artzi

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023

Project page (+code)

Adaptive Enhancement of Extreme Low-Light Images

Evgeny Hershkovitch Neiterman, Michael Klyuchka and Gil Ben-Artzi

2023 Advanced Concepts for Intelligent Vision systems (ACIVS)

Project page (+dataset+code)

SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution

Amir Ofir and Gil Ben-Artzi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Project page (+code)

Separable Four Points Fundamental Matrix

Gil Ben-Artzi

IEEE Winter Conference on Applications of Computer Vision (WACV), 2021

Project page (+code)

The Role of Redundant Bases and Shrinkage Functions in Image Denoising

Yacov Hel-Or, Gil Ben-Artzi

IEEE Transactions on Image Processing, 2021

Paper

Camera Calibration by Global Constraints on the Motion of Silhouettes

Gil Ben-Artzi

ICCV 2017

Paper

Integrative genomic analysis by interoperation of bioinformatics tools in GenomeSpace

K.Qu, S.Garamszegi, F.Wu, H.Thorvaldsdottir, T. Liefeld, M.Ocana, D.Borges-Rivera, N.Pochet, J.T. Robinson, B.Demchak, T.Hull, G.Ben-Artzi, D.Blankenberg, G.P. Barber, B.T. Lee, R.M. Kuhn, A.Nekrutenko, E.Segal, T.Ideker, M.Reich, A.Regev, H. Y. Chang, J.P. Mesirov

Nature Methods, 2017

Paper

Fundamental Matrices from Moving Objects using Lines Motion Barcodes

Yoni Kasten, Gil Ben-Artzi, Michael Werman, Shmuel Peleg

ECCV 2016

Paper

Epipolar Geometry Based on Lines Similarity

Gil Ben-Artzi, Tavi Helperin, Michael Werman, Shmuel Peleg

ICPR 2016

Paper

Camera Calibration from Dynamic Silhouettes

Gil Ben-Artzi, Yoni Kasten, Michael Werman, Shmuel Peleg

CVPR 2016

Paper

Event Retrieval Using Motion Barcodes

Gil Ben-Artzi, Michael Werman, Shmuel Peleg

ICIP 2015

Paper

Wisdom of the crowd in in Egocentric Video Curation

Yedid Hoshen*, Gil Ben-Artzi*, Michael Werman, Shmuel Peleg (* Joint First Authors)

CVPR workshop 2014

Paper

Two DNA-encoded strategies for increasing expression with opposing effects on promoter dynamics and transcriptional noise

M. Dadiani, D. van Dijk, B. Segal, Y. Field, Gil Ben-Artzi, T. Raveh-Sadka, M. Levo, I. Kaplow, A., E.Segal

Genome Research 2013 (Selected As Journal Cover)

Paper

The Gray-Code Filter Kernels

Gil Ben-Artzi, Hagit Hel-Or, Yaacov Hel-Or

IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 2007

Paper

Filtering with gray-code kernels

Gil Ben-Artzi, Hagit Hel-Or, Yaacov Hel-Or

The International Conference on Pattern Recognition (ICPR) 2004

Paper Presentation