Computer Vision & Machine Intelligence Lab.

Welcome to the Computer Vision and Machine Intelligence Lab. (CVMILab) at the Department of Artificial Intelligence, Kyungpook National University. The CVMILab. challenges unsolved problems by developing novel machine learning/deep learning models and their application for AI systems. 

Our research interests include, but not limited to, the following areas:

We are looking for highly motivated graduate students, post-docs, and undergraduate interns. If you are interested to join our Lab., please do not hesitate to contact Prof. Dong-Gyu Lee (dglee@knu.ac.kr)

[ News ]

[2024. 04] Congratulations!  Jong-Bin's paper, "A Similarity-based Training Strategy with Network-level Perturbation for Semi-supervised Semantic Segmentation," is accepted in ICPRAI 2024.   

[2024. 02] Congratulations!  Dr.Abhishek's paper, "High-Density Cluster Core-based k-Means Clustering with an Unknown Number of Clusters," is accepted in Applied Soft Computing (SCI, JCR-IF: 8.7, Top 10.5%)

[2024. 01] Congratulations!  Jeong-Cheol's paper, "범주 텍스트 기반 개방형 어휘 의미론적 분할" is accepted in IPIU 2024.   

[2024. 01] Congratulations!  Jong-Bin's paper, "준지도학습 기반 의미론적 분할 프레임워크" is accepted in IPIU 2024.   

[2023. 11] Congratulations! Satyawant's paper "RSSGLT: Remote Sensing Image Segmentation Network based on Global-Local Transformer" is accepted in IEEE Geoscience and Remote Sensing Letters (SCI, JCR-IF: 4.8, Top 10.9%)

[2023. 11] Congratulations!  Athul's paper, "Rewarded Meta-pruning: Meta Learning with Rewards for Channel Pruning," is accepted in Mathematics (SCI, JCR-IF: 2.4, Top 6.8%).

[2023. 11] Congratulations!  Prof. Lee's paper, "A Constrained Multi-Objective Evolutionary Algorithm with Clustering based Weight Vector Adaptation," is accepted in Swarm and Evolutionary Computation (SCI, JCR-IF: 10.0, Top 5.9%).

[2023. 10] Congratulations!  Hye-Seong's paper, "Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation," is accepted in Expert Systems With Applications (SCI, JCR-IF: 8.5, Top 6.4%).

[2023. 09] Congratulations!  Jeong-Cheol's paper, "제로샷 행동 인식을 위한 멀티모달 크로스 어텐션" is accepted in KAIC 2023.   

[2023. 08] Congratulations!  Athul's paper, "EvolveNet: Evolving Networks by Learning Scale of Depth and Width," is accepted in Mathematics (SCI, JCR-IF: 2.4, Top 6.8%).

[2023. 07] Congratulations!  Young-Han received an 우수발표논문상 in KCC 2023.

[2023. 07] Congratulations!  Dr.Abhishek's paper, "Spherical Search with Epsilon Constraint and Gradient-based Repair Framework for Constrained Optimization," is accepted in Swarm and Evolutionary Computation (SCI, JCR-IF: 10.0, Top 5.9%).

[2023. 05] Congratulations!  Athuls' paper, "Learning Scale of Depth and Width for Network Evolution," is accepted in KCC 2023.

[2023. 05] Congratulations!  Young-Han' paper, "효율적인 집단식사 서비스 제공을 위한 공공기관 구내식당 실데이터 기반의 식수 예측 기계학습 모델연구" is accepted in KCC 2023.

[2023. 04] Congratulations!  Dr.Abhishek's paper, "CMA-ES with exponential based multiplicative covariance matrix adaptation for global optimization," is accepted in Swarm and Evolutionary Computation (SCI, JCR-IF: 10.267, Top 5.91%).

[2022. 12] Congratulations!  Satyawant's paper, "Semantic Segmentation of UAV Images based on Transformer Framework with Context Information," is accepted in Mathematics (SCI, JCR-IF: 2.592, Top 6.1%).

[2022. 12] Congratulations!  Dr. Abhishek's paper, "Adaptive Backward/Forward Sweep for Solving Power Flow of Islanded Microgrids," is accepted in Energies (SCI, JCR-IF: 3.252, Q3).

[2022. 12] Congratulations!  Hye-Seong received an 우수논문상 in KSC 2022.

[2022. 11] Congratulations!  Hye-Seong's paper, "의미론적 영상분할을 위한 강화된 엔트로피 비지도학습 도메인적응 방법" is accepted in KSC 2022.

[2022. 11] Congratulations!  Jeong-Cheol's paper, "Adaptive Margin-based Contrastive Network for Generalized Zero-Shot Learning," is accepted in ICCE 2023.   

[2022. 11] Congratulations!  Satyawant's paper, "Encoder-Decoder based Segmentation Model for UAV Street Scene Images," is accepted in ICCE 2023.   

[2022. 09] Congratulations!  Jeong-Cheol's paper, "Zero-Shot 이미지 분류를 위한 Transferable Contrastive Network에 관한 연구" is accepted in KAIC 2022.   

[2022. 03] Congratulations!  Prof. Lee's paper, "Human Interaction Recognition Framework based on Interacting Body Part Attention," is accepted for publication in Pattern Recognition (SCI, JCR-IF: 7.740, Top 7.1%).

[2022. 03] Congratulations!  Prof. Lee's paper,  "Joint semantic understanding with multi-level branch for driving perception" is accepted for publication in Applied Sciences (SCI, JCR-IF: 2.679, Q2).

[2021. 12] Congratulations!  Prof. Lee's paper, "SalfMix: A Novel Single Image-Based Data Augmentation Technique Using a Saliency Map," is accepted for publication in Sensors (SCI, JCR-IF: 3.576, Q1).

[2021. 11] Congratulations!  Prof. Lee's paper,  "Fast drivable areas estimation with multi-task learning for real-time autonomous driving assistant" is accepted for publication in Applied Sciences (SCI, JCR-IF: 2.679, Q2).

[2021. 11] Congratulations!  Prof. Lee's paper,  "A Mating Selection Based on Modified Strengthened Dominance Relation for NSGA-III" is accepted for publication in Mathematics (SCI, JCR-IF: 2.258, Top 7.2%).

[2021. 09] Congratulations!  Jae-Hyun's paper, "Deep learning based Multi-class Defect Learning for Steel Defect Detection and Segmentation" is accepted in KAIC 2021.  

[2021. 08] Congratulations!  Prof. Lee's paper, " Spatio-temporal Weight of Active Region for Human Activity Recognition" is accepted in ACPR 2021.  

[2021. 07] Our Lab is selected as the 최초혁신실험실 (1년, 1억원) funded by the National Research Foundation of Korea (NRF)! 

[2021. 03] Our Lab is selected as the 우수신진연구 (4년, 6억원) funded by the National Research Foundation of Korea (NRF)! 

[2021. 02] Congratulations!  Prof. Lee's paper,  "Visual Question Answering based on Local-Scene-Aware Referring Expression Generation" is accepted for publication in Neural Networks (SCI, JCR-IF: 8.050, Top 8.9%).

[2021. 02] CVMI Laboratory  Hompage OPEN!

[2020. 09] Prof. Dong-Gyu Lee joined the Department of Artificial Intelligence,  Kyungpook National University as an assistant professor.

[ Student Supports ]