Publications:

• L. Ma, T. Nguyen, B. Vo, H. Jang, M. Jeon*, Track Initialization and Re-Identification for 3D Multi-View Multi-Object Tracking,  Information Fusion

• L. Ma, T. Nguyen, C. Shim, D. Kim, N. Ha and M. Jeon*, Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets, Pattern Recognition

Projects: 

• 이동환경 다중표적 추적기술 (LIG)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• S. Hwang, D. Han, M. Jeon, Making Depthwise Convolution SR-friendly via Kernel Attention Injection, Journal of Visual Communication and Image Representation

• D. Han, S. Hwang, H. Ahn, M. Jeon, An Efficient Uncertainty-driven Learning for Stochastic Super-Resolution, IEEE Access 

Projects: 

• 인텔리전트 에이전트 기반 스마트 무대전시 동적 공간 인지형 미디어월 플랫폼 기술 개발 (KOCCA)

• Research on target detection/recognition from satellite imagery based on transformer structures (ADD)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• Y. Kim, Y. Lee, M. Jeon, "Imbalanced image classification with complement cross entropy", Pattern Recognition Letters

• Y. Lee, Y. Kim, J. Yu, M. Jeon, "Learning to Remove Bad Weather: Towards Robust Visual Perception for Self-Driving", IEEE Robotics and Automation Letters 

• Y. Lee, Y. Ko, Y. Kim, M. Jeon, "Perception-Friendly Video Enhancement for Autonomous Driving under Adverse Weather Conditions", ICRA

• Y. Kim, S. Kim, M. Jeon, "NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection", IEEE Geoscience and Remote Sensing Letters

• Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters

• U. Fatima, Z. Khan, Y. Kim, J. Kim, W. Pedrycz, M. Jeon, "Resource Efficient Framework for Remote Sensing Visual Recognition", IEEE Sensors Journal 

• J. Park, Y. Kim, and M. Jeon, "Investigating Long-term Training for Remote Sensing Object Detection", Machine Vision and Applications

Projects: 

• Development of situation awareness and decision support algorithms based on large-scale AI models (LIG)

• Research on target detection/recognition from satellite imagery based on transformer structures (ADD)

• Research on multi-view based density estimation and crowd analysis in unconstrained real-world scenarios (NRF)

• Extending Contrastive Learning to New Data Modalities and Resource-Limited Devices (GIST-MIT)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters

Projects: 

• 이동환경 다중표적 추적기술 (LIG)

• 청각장애인을 위한 지능형 전시해설 문자/한국수어 변환 기술개발 (KOCCA)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• S. Hwang, D. Han, M. Jeon, Making Depthwise Convolution SR-friendly via Kernel Attention Injection, Journal of Visual Communication and Image Representation

• D. Han, S. Hwang, H. Ahn, M. Jeon, An Efficient Uncertainty-driven Learning for Stochastic Super-Resolution, IEEE Access 

Projects: 

• 이동환경 다중표적 추적기술 (LIG)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• U. Fatima, Z. Khan, Y. Kim, J. Kim, W. Pedrycz, M. Jeon, "Resource Efficient Framework for Remote Sensing Visual Recognition", IEEE Sensors Journal 

• U. Fatima. Z. Khan, W. Pedrycz, M. Jeon, Leveraging Contrastive Learning for Cross-Modal (X-Modal) Person Identification, Neural Computing and Applications

Projects: 

• 이동환경 다중표적 추적기술 (LIG)

• Development of global multi-target tracking and event prediction techniques based on real-time large-scale video analysis (IITP)

Publications:

• J. Park, Y. Kim, and M. Jeon, "Investigating Long-term Training for Remote Sensing Object Detection", Machine Vision and Applications

Projects: 

• Development of situation awareness and decision support algorithms based on large-scale AI models (LIG)

• Research on target detection/recognition from satellite imagery based on transformer structures (ADD)

• Development of service robot and contents supporting children’s reading activities based on artificial intelligence (KOCCA)

Publications:

• Y. Kim, S. Kim, M. Jeon, "NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection", IEEE Geoscience and Remote Sensing Letters

• Y. Kim, D. Yoon, S. Kim, M. Jeon, "NSegment: Label-specific Deformations for Remote Sensing Image Segmentation", IEEE Geoscience and Remote Sensing Letters

Projects: 

• Development of situation awareness and decision support algorithms based on large-scale AI models (LIG)

• Research on target detection/recognition from satellite imagery based on transformer structures (ADD)

Publications:

• T. Chriv, U. Fatima, J. Pyo, M. Jeon, Enhancing Image Captioning with CLIP and LSTM: A Sequential Approach to Visual Descriptions, Korea Software Congress 

• L. Ma, U. Fatima, T. Chriv, H. Imran, M. Jeon, 3D Ground Truth Reconstruction from Multi-Camera Annotations Using UKF, ICCAIS 

Projects: 

• -

Publications:

• L. Ma, U. Fatima, T. Chriv, H. Imran, M. Jeon, 3D Ground Truth Reconstruction from Multi-Camera Annotations Using UKF, ICCAIS 

Projects: 

• -

Publications:

• 김성헌, 박종현, 김예찬, 권철희, 조규태, 진정훈, 김지아, 전문구. "전장 상황 인식을 위한 Arma 3 기반의 Scene Graph 생성 및 VQA 데이터 자동 생성에 관한 연구", Journal of KIIT

Projects: 

• Development of situation awareness and decision support algorithms based on large-scale AI models (LIG)