Computer Vision Lab - Publication

🥇 최우수학술대회 : BK21 인정 IF:4 또는 정보과학회 S급학술대회
🥈 우수학술대회 : BK21 인정 IF:1~3 또는 정보과학회 A급학술대회

📄 International Conference

🥇 최우수학술대회 - 의료 (h5-index 98)
Learning from Good Neighbors: Slice-Aware CT-to-Diffusion MRI Synthesis
You-Kyoung Na, Kang-Ho Choi, Hyung-Jeong Yang, Jahae Kim* and Yeong-Jun Cho*
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Accepted, 2026 PROJECT CODE

🥈 우수학술대회 - 로보틱스 (h5-index 129)
DroneKey++: A Size Prior-free Method and New Benchmark for Drone 3D Pose Estimation from Sequential Images
Seo-Bin Hwang and Yeong-Jun Cho
IEEE International Conference on Robotics and Automation (ICRA), 2026 PDF DATA

🥈 우수학술대회 - 컴퓨터비전 (h5-index 131)
CSF-Net: Context-Semantic Fusion Network for Large Mask Inpainting
Chae-Yeon Heo and Yeong-Jun Cho
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2026 PDF PROJECT CODE

🥇 최우수학술대회 - 인공지능 (h5-index 232)
DANCE: Density-agnostic and Class-aware Network for Point Cloud Completion
Da-Yeong Kim and Yeong-Jun Cho
AAAI Conference on Artificial Intelligence (AAAI), 2026 PDF PROJECT CODE

🥈 우수학술대회 - 로보틱스 (h5-index 92) 🏆️ IEEE Robotics & Automation Society (RAS) Support Award
DroneKey: Drone Pose Estimation in Image Sequences using Gated Key-representation and Pose-adaptive Learning
Seo-Bin Hwang and Yeong-Jun Cho
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025 PDF PROJECT CODE DATA

🥈 우수학술대회 - 인공지능 (h5-index 68) ⭐ Oral presentation (Top 20% of accepted papers)
Re-identification Based on Spatial-temporal Fusion Network
Hye-Geun Kim, You-Kyoung Na, Hae-Won Jo, Yong-Hyuk Moon and Yeong-Jun Cho
International Conference on Pattern Recognition (ICPR), 2024 PDF PROJECT

🥈 우수학술대회 - 인공지능 (h5-index 68)
Missing Person Recognition Algorithms based on Image Captioning and Visual Grounding
Ayeong Joeong, Yeongju Woo, Han-Young Kim, Gayun Suh, Chae-Yeon Heo, Yeong-Jun Cho and Hieyong Jeong
International Conference on Pattern Recognition (ICPR), 2024 PDF

Vehicle Re-identification with Spatio-temporal Information
Hye-Geun Kim, You-Kyoung Na, Hae-Won Jo, Yong-Hyuk Moon, Yeong-Jun Cho
International Conference on ICT Convergence (ICTC), 2023 PDF

Unified Framework for Automated Person Re-identification and Camera Network Topology Inference in Camera Networks
Yeong-Jun Cho, Jae-Han Park, Su-A Kim, Kyuewang Lee and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2017 PDF PROJECT

🥇 최우수학술대회 - 컴퓨터비전 및 인공지능
Improving Person Re-identification via Pose-aware Multi-shot Matching
Yeong-Jun Cho and Kuk-Jin Yoon
IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2016 PDF PROJECT

📃 SCI/E Journal

🥇 Top 10% SCI journal (IF 7.7, JCR 6.7%)
Med-SORA: Symptom to Organ Reasoning in Abdomen CT Images
You-Kyoung Na and Yeong-Jun Cho
IEEE Journal of Biomedical and Health Informatics (JBHI), 2026 PDF PROJECT

🥇 Top 10% SCI journal (IF 5.3, JCR 8.3%)
Neuro-Ocular Amyloid Characterization in Alzheimer’s Disease via Cross-Site PET-MRI and Hierarchical Cross-Attention Driven Multimodal Representation Learning
Dhivyaa SP, Myungeun Lee, Jahae Kim, Yeong-Jun Cho, Soo-Hyung Kim and Hyung-Jeong Yang
NeuroImage, 2026 PDF

Q2 Journal, IF 3.6
Object Re-identification via Spatial-temporal Fusion Network and Causal Identity Matching
Hye-Geun Kim, Yong-Hyuk Moon and Yeong-Jun Cho
Computer Vision and Image Understanding (CVIU), 2026 PDF PROJECT

🥇 Top 10% SCI journal (IF 9.1, JCR 6.6%)
RS-Net: Context-Aware Relation Scoring for Dynamic Scene Graph Generation
Hae-Won Jo and Yeong-Jun Cho
Pattern Recognition (PR), 2026 PDF PROJECT CODE

Real-time Prediction of Ddissolved Oxygen Concentration Suitable for Automated Aquaculture Feeding System
Woojae Kim, Myoungjae Jun, Yeong-Jun Cho and Hieyong Jeong
International Journal of Data Science and Analytics (IJDSA), 2025 PDF

🥇 Top 10% SCI journal (IF 4.7, JCR 9.7%)
Flatfish Lesion Detection Based on Part Segmentation Approach and Disease Image Generation
Seo-Bin Hwang, Han-Young Kim, Chae-Yeon Heo, Sung Ju Jung, Hieyong Jeong and Yeong-Jun Cho
Journal of the World Aquaculture Society (JWAS), 2025 PDF PROJECT DATA

Q2 Journal, IF 3.4
Single-camera-based 3D Drone Trajectory Reconstruction for Surveillance Systems
Seo-Bin Hwang and Yeong-Jun Cho
IEEE ACCESS, 2025 PDF PROJECT DATA

Q2 Journal, IF 3.3
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation
Yeong-Jun Cho
Pattern Recognition Letters (PRL), 2024 PDF PROJECT CODE

Q2 Journal, IF 3.9
Human Motion Prediction by Combining Spatial and Temporal Information with Independent Global Orientation
Han-Wool Kim, Choonsung Shin and Yeong-Jun Cho
IEEE ACCESS, 2023 PDF

Q2 Journal, IF 3.9
Rethinking Multi-Object Tracking based on Re-identification and Appearance Model Management
Yeong-Jun Cho† and DoHyung Kim († First and corresponding author)
IEEE ACCESS, 2023 PDF

Q2 Journal, IF 3.85
Analysis of Training Deep Learning Models for PCB Defect Detection
Joon-Hyung Park*, Yeong-Seok Kim*, Hwi Seo and Yeong-Jun Cho
SENSORS, 2023 PDF

Q2 Journal, IF 3.85
Product Inspection Methodology via Deep Learning: An Overview
Tae-Hyun Kim*, Hye-Rin Kim* and Yeong-Jun Cho
SENSORS, 2021 PDF

Distance-based Camera Network Topology Inference for Person Re-identification
Yeong-Jun Cho and Kuk-Jin Yoon
Pattern Recognition Letters (PRL), 2019 PDF PROJECT

Joint Person Re-identification and Camera Network Topology Inference in Multiple Cameras
Yeong-Jun Cho, Su-A Kim, Jae-Han Park, Kyuewang Lee and Kuk-Jin Yoon
Computer Vision and Image Understanding (CVIU), 2019 PDF PROJECT

🥇 Top 10% SCI journal (JCR 6.34%)
PaMM: Pose-aware Multi-shot Matching for Improving Person Re-identification
Yeong-Jun Cho and Kuk-Jin Yoon
IEEE Transactions on Image Processing (TIP), 2018 PDF PROJECT

Multi-Classifier-based Automatic Polyp Detection in Endoscopic Images
Yeong-Jun Cho, Seung-Hwan Bae and Kuk-Jin Yoon
Journal of Medical and Biological Engineering (JMBE), 2016 PDF

📄 Preprint & Under review

PointCubeNet: 3D Part-level Reasoning with 3x3x3 Point Cloud Blocks
Da-Yeong Kim and Yeong-Jun Cho
Arxiv, Under review, 2026 PDF

NOVO: Bridging LLaVA and SAM with Visual-only Prompts for Reasoning Segmentation
Kyoung-Yoon Yoon and Yeong-Jun Cho
Arxiv, Under review, 2026 PDF

Robot Pose Estimation
Seo-Bin Hwang, Ji-Seong Beom and Yeong-Jun Cho
2026 (Under review)

Image Inpainting
Chae-Yeon Heo and Yeong-Jun Cho
2026 (Under review)

Dynamic Scene Graph Generation
Hae-Won Jo and Yeong-Jun Cho
2026 (Under review)

Image Vectorization
Gun-Hyeong Kim and Yeong-Jun Cho
2026 (Under review)

Text-to-Motion Generation
Da-Yeong Kim and Yeong-Jun Cho
2027 (Under review)

Video Temporal Grounding
Da-Yeong Kim and Yeong-Jun Cho
2027 (Under review)

Novel View Synthesize
Seo-Bin Hwang and Yeong-Jun Cho
2027 (Preparation ~26.08.01)

Video Object Removal
Chae-Yeon Heo and Yeong-Jun Cho
2027 (Preparation ~26.08.01)

Video Visual Relation Detection
Hae-Won Jo and Yeong-Jun Cho
2027 (Preparation ~26.07.29)

Visual Reasoning
Da-Yeong Kim*, So-Hyeon Jung* and Yeong-Jun Cho
2027 (Preparation ~26.07.29)

Robot Pose Estimation
Ji-Seong Beom and Yeong-Jun Cho
2027 (Preparation ~26.07.29)

* mark denotes equal contributions

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