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cs.CV2024
SMM-Conv: Scalar Matrix Multiplication with Zero Packing for Accelerated Convolution
Amir Ofir, Gil Ben-Artzi
We present a novel approach for accelerating convolutions during inference for CPU-based architectures. The most common method of computation involves packing the image into the co…
cs.CV2024★ 1 cited
Deep BI-RADS Network for Improved Cancer Detection from Mammograms
Gil Ben-Artzi, Feras Daragma, Shahar Mahpod
While state-of-the-art models for breast cancer detection leverage multi-view mammograms for enhanced diagnostic accuracy, they often focus solely on visual mammography data. Howev…
cs.CV2020
Separable Four Points Fundamental Matrix
Gil Ben-Artzi
We present a novel approach for RANSAC-based computation of the fundamental matrix based on epipolar homography decomposition. We analyze the geometrical meaning of the decompositi…