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Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes

Aug 09, 2020
Juan Luis Gonzalez, Munchurl Kim


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NTIRE 2020 Challenge on NonHomogeneous Dehazing

May 07, 2020
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

* CVPR Workshops Proceedings 2020 

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A Hybrid Architecture of Jointly Learning Image Compression and Quality Enhancement with Improved Entropy Minimization

Dec 30, 2019
Jooyoung Lee, Seunghyun Cho, Munchurl Kim

* 10 pages, 8 figures 

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FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss

Dec 16, 2019
Soo Ye Kim, Jihyong Oh, Munchurl Kim

* The first two authors contributed equally to this work. Accepted at AAAI 2020 

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Deep 3D Pan via adaptive "t-shaped" convolutions with global and local adaptive dilations

Oct 21, 2019
Juan Luis Gonzalez Bello, Munchurl Kim

* Check our video at https://www.youtube.com/watch?v=o0b-e282Rt4 

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Deep 3D-Zoom Net: Unsupervised Learning of Photo-Realistic 3D-Zoom

Oct 02, 2019
Juan Luis Gonzalez Bello, Munchurl Kim

* Check our video at https://www.youtube.com/watch?v=Gz76VYwUzZ8 

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JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video

Sep 10, 2019
Soo Ye Kim, Jihyong Oh, Munchurl Kim

* The first two authors had an equal contribution 

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S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks

Jun 13, 2019
Jae-Seok Choi, Yongwoo Kim, Munchurl Kim


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Deep SR-ITM: Joint Learning of Super-resolution and Inverse Tone-Mapping for 4K UHD HDR Applications

Apr 25, 2019
Soo Ye Kim, Jihyong Oh, Munchurl Kim


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Deep Predictive Video Compression with Bi-directional Prediction

Apr 05, 2019
Woonsung Park, Munchurl Kim


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A HVS-inspired Attention Map to Improve CNN-based Perceptual Losses for Image Restoration

Mar 30, 2019
Taimoor Tariq, Juan Luis Gonzalez, Munchurl Kim


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

Mar 20, 2019
Juan Luis Gonzalez Bello, Munchurl Kim


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Deep HVS-IQA Net: Human Visual System Inspired Deep Image Quality Assessment Networks

Feb 14, 2019
Soomin Seo, Sehwan Ki, Munchurl Kim


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

Dec 21, 2018
Soo Ye Kim, Jeongyeon Lim, Taeyoung Na, Munchurl Kim


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A Psychovisual Analysis on Deep CNN Features for Perceptual Metrics and A Novel Psychovisual Loss

Dec 02, 2018
Taimoor Tariq, Munchurl Kim

* 13 pages, Supplementary Material included 

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

Oct 07, 2018
Juan Luis Gonzalez, Muhammad Sarmad, Hyunjoo J. Lee, Munchurl Kim


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PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report

Oct 03, 2018
Andrey Ignatov, Radu Timofte, Thang Van Vu, Tung Minh Luu, Trung X Pham, Cao Van Nguyen, Yongwoo Kim, Jae-Seok Choi, Munchurl Kim, Jie Huang, Jiewen Ran, Chen Xing, Xingguang Zhou, Pengfei Zhu, Mingrui Geng, Yawei Li, Eirikur Agustsson, Shuhang Gu, Luc Van Gool, Etienne de Stoutz, Nikolay Kobyshev, Kehui Nie, Yan Zhao, Gen Li, Tong Tong, Qinquan Gao, Liu Hanwen, Pablo Navarrete Michelini, Zhu Dan, Hu Fengshuo, Zheng Hui, Xiumei Wang, Lirui Deng, Rang Meng, Jinghui Qin, Yukai Shi, Wushao Wen, Liang Lin, Ruicheng Feng, Shixiang Wu, Chao Dong, Yu Qiao, Subeesh Vasu, Nimisha Thekke Madam, Praveen Kandula, A. N. Rajagopalan, Jie Liu, Cheolkon Jung


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Can Maxout Units Downsize Restoration Networks? - Single Image Super-Resolution Using Lightweight CNN with Maxout Units

Nov 07, 2017
Jae-Seok Choi, Munchurl Kim

* 10 pages 

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

Feb 21, 2012
Wonsang You, M. S. Houari Sabirin, Munchurl Kim

* Proceedings of SPIE 2009, Volume: 7244, Publisher: SPIE, Pages: 72440D-72440D-12 
* SPIE Real-Time Image and Video Processing Conference 2009 

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