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Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks

By admin 2021년 6월 18일

Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks- Author : Pranjay Shyam (KAIST), Sandeep Singh Sengar (University of Copenhagen), Kuk-Jin Yoon (KAIST) and Kyung-Soo Kim (KAIST) – Published Date : TBD – Category : Image Enhancement – Place of publication : IJCAI 2021 Workshop on Artificial Intelligence for Autonomous Driving Abstract: Region modification-based…

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EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation

By admin 2021년 3월 1일

EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation- Author : Lin Wang, Yujeong Chae, Sung-Hoon Yoon, Tae-Kyun Kim and Kuk-Jin Yoon – Published Date : TBD – Category : Knowledge Distillation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021 Abstract: TBD

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Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification

By admin 2021년 3월 1일

Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification- Author : Pranjay Shyam, Kuk-Jin Yoon and Kyung-Soo Kim – Published Date : TBD – Category : Vehicle Re-Identification – Place of publication : International Conference on Robotics and Automation (ICRA) 2021 Abstract: TBD

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Scanline Resolution-invariant Depth Completion using a Single Image and Sparse LiDAR Point Cloud

By admin 2021년 2월 9일

Scanline Resolution-invariant Depth Completion using a Single Image and Sparse LiDAR Point Cloud- Author : 류권영, 조제경, 이강일, 윤국진 – Published Date : 2021/02/03 – Category : Depth Estimation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: Most existing deep learning-based depth completion methods are only…

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EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation

By admin 2021년 2월 9일

EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation- Author : 왕린, 채유정, 윤성훈, 윤국진 – Published Date : 2021/02/03 – Category : event-based vision, knowledge transfer – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: In this paper, we propose a novel approach,…

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RGBD Panorama Synthesis Using Normal Field-of-View Cameras and Mobile Depth Sensors in Arbitrary Configuration

By admin 2021년 2월 9일

RGBD Panorama Synthesis Using Normal Field-of-View Cameras and Mobile Depth Sensors in Arbitrary Configuration – Author : Wonjune cho, Changgyoon Oh, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Panorama Synthesis – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 전방위 영상은 하나의 시점에서…

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Learning Monocular Depth Estimation via Selective Knowledge Distillation of Stereo Depth Estimation

By admin 2021년 2월 9일

Learning Monocular Depth Estimation via Selective Knowledge Distillation of Stereo Depth Estimation- Author : Kyeongseob Song and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Depth Estimation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 딥러닝을 기반으로 한 단안 깊이 추정이 광범위하게 탐구되었지만, 그것의…

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권혁준, 정재석, 윤국진, “중첩 영역을 이용한 대응점 기반 다시점 영상 색상 보정 방법의 강건화”, 제33회 영상처리 및 이해에 관한 워크샵, 2021

By admin 2021년 2월 8일

중첩 영역을 이용한 대응점 기반 다시점 영상 색상 보정 방법의 강건화- Author : Hyeokjun Kweon, Jason Jeong, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Image color correction – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: 다시점 영상을 재합성하는 과정에서 카메라나 촬영 환경의…

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권혁준, 윤성훈, 김현성, 박대희, 윤국진, “MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation”, 제33회 영상처리 및 이해에 관한 워크샵, 2021

By admin 2021년 2월 8일

MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation- Author : Hyeokjun Kweon, Sung-Hoon Yoon, Daehee Park, Hyeonseong Kim, and Kuk-Jin Yoon – Published Date : 2021/02/03 – Category : Weakly-Supervised Semantic Segmentation – Place of publication : The 33rd Workshop on Image Processing and Image Understanding (IPIU 2021) Abstract: The weakly-supervised…

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Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

By admin 2021년 1월 14일

Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : Knowledge Distillation – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021) Abstract: Deep neural models, in recent years, have been successful in…

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