PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report

Andrey Ignatov, Radu Timofte, Thang Van Vu +45

Deep Predictive Video Compression with Bi-directional Prediction

Woonsung Park, Munchurl Kim

A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution

Taimoor Tariq, Juan Luis Gonzalez, Munchurl Kim

The paper proposes a spatial attention mechanism inspired by the human visual system’s contrast sensitivity to weight perceptual loss functions, improving the visual quality of CNN…

3DSRnet: Video Super-resolution using 3D Convolutional Neural Networks

Soo Ye Kim, Jeongyeon Lim, Taeyoung Na +1

A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning

Juan Luis Gonzalez Bello, Munchurl Kim

Single Image Super-Resolution Using Lightweight CNN with Maxout Units

Jae-Seok Choi, Munchurl Kim

Real-time detection and tracking of multiple objects with partial decoding in H.264/AVC bitstream domain

Wonsang You, M. S. Houari Sabirin, Munchurl Kim

Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network

Juan Luis Gonzalez, Muhammad Sarmad, Hyunjoo J. Lee +1