Welcome to MVP LAB
Image and Video Pattern Recognition Lab.
School of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea
Recent Publications
- H. Lee et al. CollaboNet: Collaboration of Generative Models by Unsupervised Classification, IEEE ICIP, Oct 2018
- E. Song et al. AHD: Thermal-Image Based Adaptive Hand Detection for Enhanced Tracking System, IEEE Access, Mar 2018
- J. Choi et al. L-Tree: A Local-Area-Learning-Based Tree Induction Algorithm for Image Classification, Sensors, Jan. 2018
- K. Lee et al. Brightness-Based Convolutional Neural Network for Thermal Image Enhancement, IEEE Access, Nov. 2017
- S. Kim et al. SSIM-based Distortion Metric for Film Grain Noise in HEVC, Signal Image and Video Processing, Oct. 2017
- K. Lee et al. Efficient Depth Enhancement Using a Combination of Color and Depth Information, Sensors, Jul. 2017
- S. Kim et al. Tracking and Classification of In-Air Hand Gesture Based on Thermal Guided Joint Filter, Sensors, Jan. 2017
- J. Kim et al. An Adaptive Local Binary Pattern for 3D Hand Tracking, Pattern Recognition, Jan. 2017
Stats
SCI(E) Papers
55
Finished Projects
107
Patents
66
Graduated Members
23
Research Area
| Scene Understanding |
| Scene Understanding consists of detection, tracking and recognition of the general objects in various environment. By understanding the spatiotemporal and semantic relationship in between the objects, object and scene can be modeled and reconstructed in 3D. Based on the understanding of the scene and the object, our researches can be applied to real-time applications such as Autonomous Driving and Surveillance systems. |
| Human Analysis |
| Human Analysis is to detect, track and recognize the features by analyzing the action and behavior of the people including face, hands and the entire body. Based on these recognition and detection, the extracted features can be utilized for landmark and pose estimation and gesture recognition,Furthermore, human behavior can be restored from analyzing the emotions. Our researches of the Human Analysis can be applied to various applications such as Human-Computer and Human-Mobile Device Interaction. |
| Image/Video Processing |
| Image/Video Processing analyzes the low-level features of the multimedia. It plays an important role for Scene Understanding and Human Analysis, by taking pre-processing and post processing. From analyzing the correlation of the images, having various modality, it enhances and restores the images. Our researches of the Image/Video Processing are applied to Image Enhancement and Video Coding/Streaming. |