2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.CV2018
Maintaining Natural Image Statistics with the Contextual Loss
Roey Mechrez, Itamar Talmi, Firas Shama +1
Maintaining natural image statistics is a crucial factor in restoration and generation of realistic looking images. When training CNNs, photorealism is usually attempted by adversa…
cs.CV2018
The Contextual Loss for Image Transformation with Non-Aligned Data
Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor
Feed-forward CNNs trained for image transformation problems rely on loss functions that measure the similarity between the generated image and a target image. Most of the common lo…
cs.CV2016★ 2 cited
Template Matching with Deformable Diversity Similarity
Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor
We propose a novel measure for template matching named Deformable Diversity Similarity -- based on the diversity of feature matches between a target image window and the template.…