Infra Sim-to-Real : An efficient baseline and dataset for Infrastructure based Online Object Detection and Tracking using Domain Adaptation- Author : Pranjay Shyam, Sumit Mishra, Kuk-Jin Yoon, Kyung-Soo Kim – Published Date : TBD – Category : Object Detection, Object Tracking – Place of publication : IEEE Intelligent Vehicles Symposium 2022 TBD
Semi-Supervised Hyperspectral Object Detection Challenge Results – PBVS 2022- Author : Aneesh Rangnekar, Zack Mulhollan, Anthony Vodacek, Matthew Hoff man, Angel Sappa, Jun Yu, Liwen Zhang, Shenshen Du, Hao Chang, Keda Lu, Zhong Zhang, Fang Gao, Ye Yu, Feng Shuang, Lei Wang, Qiang Ling, Pranjay Shyam, Kyung-Soo Kim, and Kuk-Jin Yoon – Published Date :…
Stereo Depth from Events Cameras: Concentrate and Focus on the Future- Author : YeongWoo Nam, Sayed Mohammad Mostafavi Isfahani, Kuk-Jin Yoon, and Jonghyun Choi – Published Date : TBD – Category : Event Stereo – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Neuromorphic cameras or event cameras mimic human…
GIQE: Generic Image Quality Enhancement via N^th Order Iterative Degradation- Author : Pranjay Shyam, Kyung-Soo Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Image Quality Enhancement – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Visual degradations caused by motion blur, raindrop, rain, snow, illumination, and fog…
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation- Author : Inkyu Shin, Yi-Hsuan Tsai, Samuel Schulter, Bingbing Zhuang, Buyu Liu, Sparsh Garg, In So Kweon, and Kuk-Jin Yoon – Published Date : TBD – Category : 3D Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 Test-time adaptation…
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation- Author : Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, and Kuk-Jin Yoon – Published Date : TBD – Category : Domain adaptation, Object pose estimation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 TBD
SphereSR: 360◦ Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation- Author : Youngho Yoon, Inchul Chung, and Kuk-Jin Yoon – Published Date : TBD – Category : 360 Imaging, Super-Resolution – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 The 360° imaging has recently gained great attention; however,…
딥러닝 네트워크 기반 철판 연마율 인식- Author : 정재석, 정인철, 최성인, 강기룡, 윤국진 – Published Date : 2022/02/09 – Category : 철판 연마율 인식 – Place of publication : The 34rd Workshop on Image Processing and Image Understanding (IPIU 2022) Abstract: 본 연구에서는 기존 사람의 수작업으로 진행되었던 철판 연마율 인식을 대용량 데이터 기반 머신 러닝…
SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks- Author : 채유정, 윤국진 – Published Date : 2022/02/11 – Category : Visual Tracking, event camera – Place of publication : The 34rd Workshop on Image Processing and Image Understanding (IPIU 2022) Abstract: Event cameras are novel sensors that perceive the per-pixel intensity changes and…
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation- Author : Sung-Hoon Yoon*, Hyeokjun Kweon*, Jaeseok Jeong†, Hyeonseong Kim†, Shinjeong Kim†, Kuk-Jin Yoon – Published Date : 2022/02/09 – Category : Weakly Supervised Semantic Segmentation – Place of publication : The 34th Workshop on Image Processing and Image Understanding (IPIU 2022) Existing studies in weakly supervised…