전방향 영상의 딥러닝을 이용한 물체 감지 방법 및 장치, 그리고 이를 이용한 차량 자율 주행 방법 및 드론 자율 주행 방법A regular icosahedron based image representation method that minimizes distortion and a method of applying a convolutional neural network on the proposed representation – Author : 윤국진,이연건,정재석,윤종섭,조원준 – Published Date : 2020-04-22 – KR 출원번호: 10-2020-0048643
Event to HDR, Depth and Motion Images by Multi Task Learning- Author : S.Mohammad Mostafavi I., Joinghyun Choi, and Kuk-Jin Yoon – Published Date : December 18, 2019 – Category : Event Vision – Place of publication : 3rd Korea Software Congress (KSC 2019) Abstract: TBD
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning- Author : Lin Wang , Tae-Kyun Kim, and Kuk-Jin Yoon – Published Date : June 2020 – Category : Event Camera, Super Resolution – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Abstract: Event cameras sense intensity changes…
Learning to Super Resolve Intensity Images from Events- Author : S. Mohammad Mostafavi I., Jonghyun Choi, and Kuk-Jin Yoon – Published Date : June 2020 – Category : Super Resolution, Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Abstract: An event camera detects per-pixel intensity difference and…
Dynamic Anchor Selection for Improving Object Localization- Author :Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim – Published Date : TBD – Category : Object Localization – Place of publication : International Conference on Robotics and Automation (ICRA) Abstract: TBD
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations- Author : Lin Wang, Wonjune Cho, and Kuk-Jin Yoon – Published Date : April 2020 – Category : Im2Im, Adversarial Attack, Autonomous Driving – Place of publication : IEEE Robotics and Automation Letters (RA-L), presentation at the International Conference on Robotics and Automation (ICRA) 2020 Abstract: Deep…
Learning Depth from Endoscopic Images- Author : Ju-Hong Yoon, Min-Gyu Park, Youngbae Hwang, and Kuk-Jin Yoon – Conference Date : September 2019 – Category : Monocular Depth Prediction – Place of conference : 3D Vision (3DV) Abstract: We propose an unsupervised approach to predict depth maps from images captured by a wireless endoscopic capsule. Recent…
Joint Estimation of Camera Orientation and Vanishing Points from an Image Sequence in a Non-Manhattan World – Author : Jeong-Kyun Lee, Kuk-Jin Yoon – Published Date : July 2019 – Place of publication : International Journal of Computer Vision Abstract: A widely used approach for estimating camera orientation is to use the points at infinity, i.e.,…
Distance-based Camera Network Topology Inference for Person Re-identification- Author : Yeong-Jun Cho, Kuk-Jin Yoon – Published Date : April 2019 – Category : Person Re-identification, Camera Network Topology – Place of publication : Pattern Recognition Letters Abstract: In this paper, we propose a novel distance-based camera network topology inference method for efficient person re-identification. To this…
Efficient Point Feature Tracking based on Self-aware Distance Transform- Author : Min-Gyu Park and Kuk-Jin Yoon – Published Date : 2012 – Place of publication : British Machine Vision Conference (BMVC) 2012 Abstract: In this paper, we propose a Self-aware Distance Transform (SDT) for efficient templatebased point feature tracking. The proposed SDT encapsulates the relationship between…