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…
We have one paper accepted to the One paper accepted to ACMMM2018 Workshop and Challenge on Comprehensive Video Understanding in the Wild. The paper is “Stereo Vision aided Image Dehazing using Deep Neural Network” by Jeong-Yun Na and Kuk-Jin Yoon. [Publication Link]
We have one paper accepted to the Pattern Recognition Letters. The paper is “Exploiting Multi-layer Graph Factorization for Multi-attributed Graph Matching” by Han-Mu Park and Kuk-Jin Yoon. [Publication Link]
We have one paper accepted to the Pattern Recognition Letters. The paper is “Consistent Multiple Graph Matching with Multi-layer Random Walks Synchronization” by Han-Mu Park and Kuk-Jin Yoon. [Publication Link]
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…
We have one paper accepted to the Sensors. The paper is “Calibration and Noise Identification of a Rolling Shutter Camera and a Low-cost Inertial Measurement Unit” by Chang-Ryeol Lee, Ju Hong Yoon, and Kuk-Jin Yoon. [Publication Link]