622 citations · 1.4k across the 32 of their papers we have counts for
5 papers · 1 filter
DIODE: A Dense Indoor and Outdoor DEpth Dataset
Igor Vasiljevic, Nick Kolkin, Shanyi Zhang +8
We introduce DIODE, a dataset that contains thousands of diverse high resolution color images with accurate, dense, long-range depth measurements. DIODE (Dense Indoor/Outdoor DEpth…
Style Transfer by Relaxed Optimal Transport and Self-Similarity
Nicholas Kolkin, Jason Salavon, Greg Shakhnarovich
Style transfer algorithms strive to render the content of one image using the style of another. We propose Style Transfer by Relaxed Optimal Transport and Self-Similarity (STROTSS)…
Deep Back-Projection Networks for Single Image Super-resolution
Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita
Previous feed-forward architectures of recently proposed deep super-resolution networks learn the features of low-resolution inputs and the non-linear mapping from those to a high-…
Recurrent Back-Projection Network for Video Super-Resolution
Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita
We proposed a novel architecture for the problem of video super-resolution. We integrate spatial and temporal contexts from continuous video frames using a recurrent encoder-decode…
Natural and Adversarial Error Detection using Invariance to Image Transformations
Yuval Bahat, Michal Irani, Gregory Shakhnarovich
We propose an approach to distinguish between correct and incorrect image classifications. Our approach can detect misclassifications which either occur ("na…