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XVFI: eXtreme Video Frame Interpolation


Mar 30, 2021
Hyeonjun Sim, Jihyong Oh, Munchurl Kim

* The first two authors contributed equally to this work 

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PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier


Mar 29, 2021
Jihyong Oh, Munchurl Kim

* 14 pages, 10 figures, 6 tables 

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PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss


Mar 12, 2021
Juan Luis Gonzalez Bello, Munchurl Kim

* Accepted paper (poster) at CVPR2021 

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Zoom-to-Inpaint: Image Inpainting with High Frequency Details


Dec 17, 2020
Soo Ye Kim, Kfir Aberman, Nori Kanazawa, Rahul Garg, Neal Wadhwa, Huiwen Chang, Nikhil Karnad, Munchurl Kim, Orly Liba


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KOALAnet: Blind Super-Resolution using Kernel-Oriented Adaptive Local Adjustment


Dec 15, 2020
Soo Ye Kim, Hyeonjun Sim, Munchurl Kim

* The first two authors contributed equally to this work 

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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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