Search Results for author: Firas Shama

Found 3 papers, 2 papers with code

Crowd Source Scene Change Detection and Local Map Update

no code implementations10 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.

Change Detection Scene Change Detection

Adversarial Feedback Loop

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.

Image Generation Super-Resolution

Maintaining Natural Image Statistics with the Contextual Loss

3 code implementations13 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.

Image Super-Resolution Surface Normal Estimation

Cannot find the paper you are looking for? You can Submit a new open access paper.