Welcome to the CILAB
We are a dynamic research group at the School of Electrical and Electronic Engineering in Yonsei University.
ICCV 2021
Hierarchical Memory Matching Network for Video Object Segmentation
IEEE/CAA Journal of Automatica Sinica
A Lane-level Road Marking Map using a Monocular Camera
IEEE Transactions on Cybernetics
Indoor Place Category Recognition for a Cleaning Robot by Fusing a Probabilistic Approach and Deep Learning
AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
ECCV 2020
Kernelized Memory Network for Video Object Segmentation
IEEE Transactions on Intelligent Transportation Systems (TITS)
Novel Vehicle Bounding Box Tracking Using a Low-End 3D Laser Scanner
IEEE Transactions on Industrial Informatics (TII)
Mixture Density-PoseNet and Its Application to Monocular Camera-based Global Localization
We are grateful for funding from Yonsei University, National Research Foundation (NRF) of Korea, Korea Evaluation Institute of Industrial Technology, LG Electronics, LG U+, Hyundai Motors, Hyundai Mobis and Hyundai MnSOFT.
News
PUBLICATIONS - 26. Jul. 2021Congratulation!! Mr. Hongje Seong’s paper titled “Hierarchical Memory Matching Network for Video Object Segmentation” was accepted for the presentation in ICCV 2021. ICCV is one of the top-tier conferences on AI, and the conference will be held on Oct 10-16 in Montreal, Canada.
PROJECTS - 01. Jun. 2021We started a new research project titled "머신러닝 기반 센서퓨전 주변환경 인식 기술 개발" from 01. Jun. 2021. The research project is funded by 현대엔지비(주). We really appreciate for the funding.
PUBLICATIONS - 22. May. 2021Congratulation!! Mr. Wonje Jang’s paper titled “A Lane-level Road Marking Map using a Monocular Camera” was accepted for publication in IEEE/CAA Journal of Automatica Sinica.
PROJECTS - 15. May. 2021We started a new research project titled "ToF Depth 센서를 이용한 딥러닝 기반 image retrieval 기술 개발" from 15. May. 2021. The research project is funded by LG전자(주). We really appreciate for the funding.
PUBLICATIONS - 19. Apr. 2021Congratulation!! Mr. Junhyuk Hyun’s paper titled “Universal Pooling - A New Pooling Method for Convolutional Neural Networks Expert” was accepted for publication in Expert Systems With Applications.