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Book Cover
E-book
Author European Conference on Computer Vision (17th : 2022 : Tel Aviv, Israel)

Title Computer vision -- ECCV 2022 Workshops : Tel Aviv, Israel, October 23-27, 2022, Proceedings. Part III / Leonid Karlinsky, Tomer Michaeli, Ko Nishino (eds.)
Published Cham : Springer, 2023

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Description 1 online resource (xxvii, 772 pages) : illustrations (some color)
Series Lecture notes in computer science, 1611-3349 ; 13803
Lecture notes in computer science ; 13803. 1611-3349
Contents Intro -- Foreword -- Preface -- Organization -- Contents - Part III -- W06 -- Advances in Image Manipulation: Reports -- W06 -- Advances in Image Manipulation: Reports -- Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report -- 1 Introduction -- 2 AIM 2022 Reversed ISP Challenge -- 2.1 Datasets -- 2.2 Evaluation and Results -- 3 Proposed Methods and Teams -- 3.1 NOAHTCV -- 3.2 MiAlgo -- 3.3 CASIA LCVG -- 3.4 HIT-IIL -- 3.5 CŜ2U -- 3.6 SenseBrains -- 3.7 HiImage -- 3.8 0noise -- 3.9 OzU VGL -- 3.10 PixelJump -- 3.11 CVIP -- 4 Conclusions
A Appendix 1: Qualitative Results -- B Appendix 2: Teams and Affiliations -- References -- AIM 2022 Challenge on Instagram Filter Removal: Methods and Results -- 1 Introduction -- 2 Challenge -- 2.1 Challenge Data -- 2.2 Evaluation -- 2.3 Submissions -- 3 Results -- 3.1 Overall Results -- 3.2 Solutions -- 4 Teams and Affiliations -- 4.1 Organizers of AIM 2022 Challenge on Instagram Filter Removal -- 4.2 Fivewin -- 4.3 CASIA LCVG -- 4.4 MiAlgo -- 4.5 Strawberry -- 4.6 SYU-HnVLab -- 4.7 XDER -- 4.8 CVRG -- 4.9 CVML -- 4.10 Couger AI -- References
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report -- 1 Introduction -- 2 Challenge -- 2.1 Dataset -- 2.2 Local Runtime Evaluation -- 2.3 Runtime Evaluation on the Target Platform -- 2.4 Challenge Phases -- 2.5 Scoring System -- 3 Challenge Results -- 3.1 Results and Discussion -- 4 Challenge Methods -- 4.1 MiAlgo -- 4.2 Multimedia -- 4.3 ENERZAi -- 4.4 HITZST01 -- 4.5 MINCHO -- 4.6 CASIA 1st -- 4.7 JMU-CVLab -- 4.8 DANN-ISP -- 4.9 Rainbow -- 4.10 SKD-VSP -- 4.11 CHannel Team -- 5 Additional Literature -- A Teams and Affiliations -- References
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report*-4pt -- 1 Introduction -- 2 Challenge -- 2.1 Dataset -- 2.2 Local Runtime Evaluation -- 2.3 Runtime Evaluation on the Target Platform -- 2.4 Challenge Phases -- 2.5 Scoring System -- 3 Challenge Results -- 3.1 Results and Discussion -- 4 Challenge Methods -- 4.1 TCL -- 4.2 AIIA HIT -- 4.3 MiAIgo -- 4.4 Tencent GY-Lab -- 4.5 SmartLab -- 4.6 JMU-CVLab -- 4.7 ICL -- 5 Additional Literature -- A Teams and Affiliations -- References
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report -- 1 Introduction -- 2 Challenge -- 2.1 Dataset -- 2.2 Local Runtime Evaluation -- 2.3 Runtime Evaluation on the Target Platform -- 2.4 Challenge Phases -- 2.5 Scoring System -- 3 Challenge Results -- 3.1 Results and Discussion -- 4 Challenge Methods -- 4.1 Z6 -- 4.2 TCLResearchEurope -- 4.3 ECNUSR -- 4.4 LCVG -- 4.5 BOE-IOT-AIBD -- 4.6 NJUST -- 4.7 Antins_cv -- 4.8 GenMedia Group -- 4.9 Vccip -- 4.10 MegSR -- 4.11 DoubleZ -- 4.12 Jeremy Kwon -- 4.13 Lab216 -- 4.14 TOVB
Summary The 8-volume set, comprising the LNCS books 13801 until 13809, constitutes the refereed proceedings of 38 out of the 60 workshops held at the 17th European Conference on Computer Vision, ECCV 2022. The conference took place in Tel Aviv, Israel, during October 23-27, 2022; the workshops were held hybrid or online. The 367 full papers included in this volume set were carefully reviewed and selected for inclusion in the ECCV 2022 workshop proceedings. They were organized in individual parts as follows: Part I: W01 - AI for Space; W02 - Vision for Art; W03 - Adversarial Robustness in the Real World; W04 - Autonomous Vehicle Vision Part II: W05 - Learning With Limited and Imperfect Data; W06 - Advances in Image Manipulation; Part III: W07 - Medical Computer Vision; W08 - Computer Vision for Metaverse; W09 - Self-Supervised Learning: What Is Next?; Part IV: W10 - Self-Supervised Learning for Next-Generation Industry-Level Autonomous Driving; W11 - ISIC Skin Image Analysis; W12 - Cross-Modal Human-Robot Interaction; W13 - Text in Everything; W14 - BioImage Computing; W15 - Visual Object-Oriented Learning Meets Interaction: Discovery, Representations, and Applications; W16 - AI for Creative Video Editing and Understanding; W17 - Visual Inductive Priors for Data-Efficient Deep Learning; W18 - Mobile Intelligent Photography and Imaging; Part V: W19 - People Analysis: From Face, Body and Fashion to 3D Virtual Avatars; W20 - Safe Artificial Intelligence for Automated Driving; W21 - Real-World Surveillance: Applications and Challenges; W22 - Affective Behavior Analysis In-the-Wild; Part VI: W23 - Visual Perception for Navigation in Human Environments: The JackRabbot Human Body Pose Dataset and Benchmark; W24 - Distributed Smart Cameras; W25 - Causality in Vision; W26 - In-Vehicle Sensing and Monitorization; W27 - Assistive Computer Vision and Robotics; W28 - Computational Aspects of Deep Learning; Part VII: W29 - Computer Vision for Civil and Infrastructure Engineering; W30 - AI-Enabled Medical Image Analysis: Digital Pathology and Radiology/COVID19; W31 - Compositional and Multimodal Perception; Part VIII: W32 - Uncertainty Quantification for Computer Vision; W33 - Recovering 6D Object Pose; W34 - Drawings and Abstract Imagery: Representation and Analysis; W35 - Sign Language Understanding; W36 - A Challenge for Out-of-Distribution Generalization in Computer Vision; W37 - Vision With Biased or Scarce Data; W38 - Visual Object Tracking Challenge.
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed February 20, 2023)
Subject Computer vision -- Congresses
Pattern recognition systems -- Congresses
Computer vision
Pattern recognition systems
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Karlinsky, Leonid, editor
Michaeli, Tomer, editor.
Nishino, Ko, editor.
ISBN 9783031250668
3031250664
Other Titles ECCV 2022