no code implementations • 10 Mar 2022 • Itzik Wilf, Nati Daniel, Lin Manqing, Firas Shama, Omri Asraf, Feng Wensen, Ofer Kruzel
To circumvent this problems, we propose an approach based on point-clouds descriptors comparison: 1) Based on VPS poses select close query and map images pairs, 2) Registration of query images to map image descriptors, 3) Use segmentation to filter out dynamic or short term temporal changes, 4) Compare the descriptors between corresponding segments.
1 code implementation • ICCV 2019 • Firas Shama, Roey Mechrez, Alon Shoshan, Lihi Zelnik-Manor
In this paper we propose a novel method that makes an explicit use of the discriminator in test-time, in a feedback manner in order to improve the generator results.
3 code implementations • 13 Mar 2018 • Roey Mechrez, Itamar Talmi, Firas Shama, Lihi Zelnik-Manor
Maintaining natural image statistics is a crucial factor in restoration and generation of realistic looking images.