An improved deep neural network for recognition of low-resolution digits– Author : 최혁재, 윤국진 – Published Date : 1월, 2016 – Category : Deep learning – Place of publication : 제 28회 영상처리 및 이해에 관한 워크샵 Abstract Deep neural networks have recently been achieving state-of-the-art performance on computer vision tasks, especially visual classification…
Motion Compensative Method on Kernelized Correlation Filter Tracker– Author : 이규왕, 박세훈, 윤국진 – Published Date : 1월, 2016 – Category : Tracking – Place of publication : 제 28회 영상처리 및 이해에 관한 워크샵 Abstract Using fast fourier transformation method with densely sampled image data opened a new chapter in visual object tracking…
검출기 융합에 기반을 둔 확률가정밀도 (PHD) 필터를 적용한 다중 객체 추적 방법- Author: 윤주홍, 황영배, 최병호, 윤국진 – Published Date: 7월, 2016년도 – Category: Tracking – Place of publication: 2016년도 ICROS (제어로봇시스템학회) Abstract In this paper, a novel multi-object tracking method to track an unknown number of objects is proposed. To handle multiple object states…
영상 거리계 및 평면 추정 정보를 이용한 카메라-차체 회전 캘리브레이션 방법 – Author: 이정균, 윤국진 – Published Date: 11월 25일, 2016년도 – Category: Driver Assistant System (DAS) – Place of publication: 2016년도 대한전자공학회 추계학술대회 Abstract 본 논문에서는 카메라와 차체의 좌표계 간 회전 관계를 추정하는 회전 캘리브레이션 (rotation calibration) 방법에 대하여 기술한다. 스테레오 카메라를 이용하여 영상 거리계…
예재원, 윤국진 “깊이 영상을 활용한 조명 변화에 강건한 얼굴 표정 인식”, 제29회 영상처리 및 이해에 관한 워크샵, 2017 – Author : 예재원, 윤국진 – Published Date : 2월, 2017 – Category : Face Recognition – Place of publication : 제 29회 영상처리 및 이해에 관한 워크샵 본 논문에서는 깊이 영상 입력에서 사용자의 얼굴을 인식하고 표정을 판별하는…
Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking – Author: Seung-Hwan Bae, and Kuk-Jin Yoon – Published Date: March 2018 – Category: Tracking and Detection – Place of publication: IEEE Transactions on Pattern Analysis and Machine Intelligence Abstract Online multi-object tracking aims at estimating the tracks of multiple objects instantly with each incoming frame…
Multi-attributed Graph Matching with Multi-layer Graph Structure and Multi-layer Random Walks– Author : Han-Mu Park and Kuk-Jin Yoon – Published Date : May 2018 – Category : Graph Matching – Place of publication : IEEE Transactions on Image Processing Abstract This paper addresses the multi-attributed graph matching problem, which considers multiple attributes jointly while preserving the characteristics of each…
Greedy Refinement of Object Proposals via Boundary-aligned Minimum Bounding Box Search– Author : Han-Mu Park, Dae-Yong Cho, and Kuk-Jin Yoon – Published Date : March 2018 – Category : Object detection – Place of publication : IET Computer Vision Abstract Recently developed object detectors rely on automatically generated object proposals, instead of using a dense sliding window search scheme; generating…
Animal Detection in Huge Air-view Images using CNN-based Sliding Window– Author : Young-Chul Yoon, Kuk-Jin Yoon – Published Date : TBD – Category : Object Detection, Object Classification – Place of publication : The International Workshop on Frontiers of Computer Vision (IW-FCV) Abstract Our work concentrates on detecting tiny animals in huge air-view images with competitive accuracy…
Temporally consistent Road Surface Profile Estimation Using Stereo Vision– Author : Jeong-Kyun Lee and Kuk-Jin Yoon – Published Date : – – Category : ADAS – Place of publication : IEEE Transactions on Intelligent Transportation Systems (T-ITS) Abstract: Online two-dimensional (2D) multi-object tracking (MOT) is a challenging task when the objects of interest have similar appearances. In that case,…
