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…
Stereo Matching based on Non-linear Diffusion with Disparity-Dependent Support-Weights– Author : Kuk-Jin Yoon – Published Date : 2012 – Place of publication : IET Computer Vision Abstract: In stereo matching, computing matching cost or similarity between pixels across different images is one of the main steps to get reliable results. More accurate and robust matching cost can…
Particle Filter Approach Adapted to Catadioptric Images for Target Tracking Application– Author : Ju Hong Yoon, Du Yong Kim, and Kuk-Jin Yoon – Published Date : 2009 – Place of publication : British Machine Vision Conference (BMVC) Abstract: This paper addresses the problem of object tracking by particle filter in catadioptric images. Whereas a large literature exists for traditional…
Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks- Author : S. Mohammad Mostafavi I.*, Lin Wang*, and Kuk-Jin Yoon – Conference Date : June 2019 – Category : Event-based vision – Place of conference : Computer Vision and Pattern Recognition (CVPR) (*: equal contribution) Abstract: Event cameras…
Confidence Analysis of Feature Points for Visual-Inertial Odometry of Urban Vehicles- Author : Chang-Ryeol Lee, Kuk-Jin Yoon – Published Date : July 2019 – Category : Visual-Inertial Odometry – Place of publication : IET Intelligent Transport Systems Abstract: Visual-Inertial Odometry (VIO) estimate ego-motion using a camera and Inertial Measurement Unit (IMU). It shows outstanding performance for…
SpherePHD: Applying CNNs on a Spherical PolyHeDron Representation of 360◦ Images- Author : Yeon-Kun Lee*, Jae-Seok Jeong*, Won-June Cho*, Jong-Seob Yun*, and Kuk-Jin Yoon – Conference Date : June 2019 – Category : Convolutional neural network – Place of conference : Computer Vision and Pattern Recognition(CVPR) (*: equal contribution) Abstract: Omni-directional cameras have many advantages over…
As-Planar-As-Possible Depth Map Estimation- Author : Min-Gyu Park, Kuk-Jin Yoon – Published Date : 19.02.01 – Category : Depth estimation – Place of publication : Computer Vision and Image Understanding(CVIU) Abstract: We propose an approach to compute dense disparity maps that takes the characteristics of man-made environments into account. The key contribution is to generate a piecewise…