Apologies for cross-posting ******************************* CALL FOR PAPERS & CALL FOR PARTICIPANTS IN 11 CHALLENGES
NTIRE: 6th New Trends in Image Restoration and Enhancement workshop and challenges on defocus, deblurring, super-resolution, learning SR space, nonhomogeneous dehazing, image quality assessment, relighting, aerial image classification, enhancement of compressed videos, HDR In conjunction with CVPR 2021, June 15, Nashville, USA (VIRTUAL). Website: http://www.vision.ee.ethz.ch/ntire21/ Contact: radu.timo...@vision.ee.ethz.ch TOPICS ● Image/video inpainting ● Image/video deblurring ● Image/video denoising ● Image/video upsampling and super-resolution ● Image/video filtering ● Image/video de-hazing, de-raining, de-snowing, etc. ● Demosaicing ● Image/video compression ● Removal of artifacts, shadows, glare and reflections, etc. ● Image/video enhancement: brightening, color adjustment, sharpening, etc. ● Style transfer ● Hyperspectral imaging ● Underwater imaging ● Methods robust to changing weather conditions / adverse outdoor conditions ● Image/video restoration, enhancement, manipulation on constrained settings ● Image/video processing on mobile devices ● Visual domain translation ● Multimodal translation ● Perceptual enhancement ● Perceptual manipulation ● Depth estimation ● Image/video generation and hallucination ● Image/video quality assessment ● Image/video semantic segmentation, depth estimation ● Studies and applications of the above. SUBMISSION A paper submission has to be in English, in pdf format, and at most 8 pages (excluding references) in CVPR style. http://cvpr2021.thecvf.com/node/33 The review process is double blind. Accepted and presented papers will be published after the conference in the CVPR 2021 Workshops Proceedings. Author Kit: http://cvpr2021.thecvf.com/sites/default/files/2020-09/cvpr2021AuthorKit_2.zip Submission site: https://cmt3.research.microsoft.com/NTIRE2021 WORKSHOP DATES ● *Regular Papers Submission Deadline: March 05, 2021* ● Challenge Papers Submission Deadline: March 28, 2021 IMAGE CHALLENGES 1. *Defocus Deblurring using Dual-Pixel Images* 2. *Depth Guided Relighting *(one-to-one and any-to-any) 3. *Perceptual Image Quality Assessment* 4. *Deblurring *(low resolution and JPEG artifacts) 5. *Multi-model Aerial View Classification* (SAR and EO) 6. *Learning the Super-Resolution Space * 7. *Nonhomogeneous Dehazing* VIDEO / MULTI-FRAME CHALLENGES 1. *Enhancement of Compressed Videos *(fixed bit-rate and fixed QP) 2. *Super-Resolution *(Spatial and Spatio-Temporal) 3. *Burst Super-Resolution* (Real and Synthetic) 4. *High Dynamic Range (HDR) * To learn more about the challenges, to participate in the challenges, and to access the data everybody is invited to check the NTIRE 2021 web page: http://www.vision.ee.ethz.ch/ntire21/ For those interested in constrained and efficient solutions validated on mobile devices we refer to the CVPR21* Mobile AI Workshop and Challenges:* https://ai-benchmark.com/workshops/mai/2021/ CHALLENGES DATES ● Release of train data: January 10, 2020 ● *Competitions end: March 08, 2020* ORGANIZERS ● Radu Timofte, ETH Zurich ● Shuhang Gu, OPPO & University of Sydney ● Kyoung Mu Lee, Seoul National University ● Michael S. Brown, York University ● Andreas Lugmayr, ETH Zurich ● Martin Danelljan, ETH Zurich ● Cosmin Ancuti, Université catholique de Louvain (UCL) ● Codruta O. Ancuti, University Politehnica Timisoara ● Lei Zhang, Alibaba & The Hong Kong Polytechnic University ● Ming-Hsuan Yang, University of California at Merced & Google ● Eli Shechtman, Creative Intelligence Lab at Adobe Research ● Seungjun Nah, Seoul National University, Korea ● Abdullah Abuolaim, York University, Canada ● Eduardo Perez-Pellitero, Huawei Noah's Ark Lab, UK ● Ales Leonardis, Huawei Noah's Ark Lab & University of Birmingham ● Seungjun Nah, Seoul National University ● Sanghyun Son, Seoul National University ● Suyoung Lee, Seoul National University ● Ren Yang, ETH Zurich ● Ruofan Zhou, EPFL ● Majed El Helou, EPFL ● Sabine Süsstrunk, EPFL ● Chao Dong, SIAT ● Jimmy Ren, SenseTime ● Oliver Nina, AF Research Lab ● Bob Lee, Wright Brothers Institute ● Jinjin Gu, University of Sydney ● Luc Van Gool, KU Leuven and ETH Zurich SPEAKERS (TBA) SPONSORS (TBA) Website: http://www.vision.ee.ethz.ch/ntire21/ Contact: radu.timo...@vision.ee.ethz.ch
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