Publictions Highlights
“DiGS: Divergence Guided Shape Implicit Neural Representation for Unoriented Point Clouds”, Yizhak Ben-Shabat*, Chamin Hewa Koneputugodage* , Stephen Gould, CVPR, 2022.
[paper][preprint] [project website] [full video] [code][podcast]
“The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose”, Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez-Opazo, Hongdong Li, Stephen Gould, WACV (online), 2021.
[preprint] [project website] [full video] [code]
“DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares”, Yizhak Ben-Shabat, Stephen-Gould, ECCV (oral), 2020.
[preprint] [short video] [full video] [code]
“3DmFV: 3D Point Cloud Classification in Real-Time using Convolutional Neural Networks “, Yizhak Ben-Shabat, Michael Lindenbaum, Anath Fischer, IEEE Robotics and Automation Letters (RA-L), 2018.
[paper] [preprint] [teaser video][presentation video] [code]
Full Publication List (chronological order)
“Aligning Step-by-Step Instructional Diagrams to Video Demonstrations”, Jiahao Zhang, Anoop Cherian, Yanbin Liu, Yizhak Ben-Shabat, Cristian Rodriguez, Stephen Gould, CVPR , 2023.
[project page][preprint][code]
“GraVoS: Voxel Selection for 3D Point-Cloud Detection”, Oren Shrout, Yizhak Ben-Shabat, Ayellet Tal, CVPR , 2023.
“Octree Guided Unoriented Surface Reconstruction”, Chamin Hewa Koneputugodage, Yizhak Ben-Shabat, Stephen Gould, CVPR , 2023.
“The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose”, Yizhak Ben-Shabat, Xin Yu, Fatemeh Sadat Saleh, Dylan Campbell, Cristian Rodriguez-Opazo, Hongdong Li, Stephen Gould, WACV (online), 2021.
[preprint] [project website] [full video] [code]
“DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares”, Yizhak Ben-Shabat, Stephen-Gould, ECCV (oral), 2020.
[preprint] [short video] [full video] [code]
“3DmFV: 3D Point Cloud Classification in Real-Time using Convolutional Neural Networks “, Yizhak Ben-Shabat, Michael Lindenbaum, Anath Fischer, IEEE Robotics and Automation Letters (RA-L), 2018.
[paper] [preprint] [teaser video][presentation video] [code]
“Graph Based Over-Segmentation Methods for 3D Point Clouds”, Y. Ben-Shabat, T. Avraham, M. Lindenbaum, and A. Fischer., . Computer Vision and Image Understanding (CVIU), Vol. 174, pp. 12-23, 2018.
[paper]
“Geometric Analysis of Porous Structures Based on Hough Transform and Genetic Algorithms for Additive Manufacturing”, Gil Elbaz, Yizhak Ben-Shabat, Anath Fischer, Virtual and Physical Prototyping, pp. 69-76, Apr. 2016.
[paper]
“Graph Based Over-segmentation of 3D Point Cloud Representation of Urban Scenes”, Yizhak Ben-Shabat, Tamar Avraham, Gil Elbaz, Anath Fischer, Michael Lindenbaum, ICME Conference 2016, Haifa, Israel.
“Graph Based Over-segmentation of Bone Porous Micro-structure”, Yizhak Ben-Shabat, Gil Elbaz, AnathFischer, the 14th International Symposium on Biomechanics and Biomedical Engineering. 2016, Tel Aviv, Israel.
“Design of Adaptive Porous Micro-structures using Curvature Analysis for Additive Manufacturing”, Yizhak Ben-Shabat, Anath Fischer, the 25th CIRP Design Conference. 2015, Haifa, Israel.
[paper]
“Design of Adaptive Porous Micro-structures for Additive Manufacturing”, Y. Ben Shabat, A. Fischer, the 24th CIRP Design Conference. 2014, Milan, Italy.
[paper]
“Multi-Sensor Multi-Resolution Data Fusion Modeling”, D. Tansky, A. Fischer, B. Colosimo, L. Pagani, Y. Ben Shabat, the 24th CIRP Design Conference. 2014, Milan, Italy.
[paper]