📝 Publications

20 entries in total. You can also find them on Google Scholar, or download the full CV (PDF). ← Back to selected publications

International Conference Papers 8

1. Bounding-Box Trajectories Matter for Video Anomaly Detection

   Inpyo Song, Jangwon Lee

   ECCV'26 | [arXiv]

2. Real-Time Traffic Accident Anticipation with Feature Reuse

   Inpyo Song, Jangwon Lee

   ICIP'25 | [Project page] | [Paper] | [arXiv] | [Code]

3. PawPrint: Whose Footprints Are These? Identifying Animal Individuals by Their Footprints

   Inpyo Song, Hyemin Hwang, Jangwon Lee

   ICIP'25 | [Project page] | [Paper] | [arXiv] | [Code]

4. Anomaly Detection for People with Visual Impairments Using an Egocentric 360-Degree Camera

   Inpyo Song, Sanghyeon Lee, Minjun Joo, Jangwon Lee

   WACV'25 | [Project page] | [Paper] | [arXiv] | [Code]

5. SFTrack: A Robust Scale and Motion Adaptive Algorithm for Tracking Small and Fast Moving Objects

   Inpyo Song, Jangwon Lee

   IROS'24 Long Oral | [Project page] | [Paper] | [arXiv] | [Code]

6. Motion-Aware Heatmap Regression for Human Pose Estimation in Videos

   Inpyo Song, Jongmin Lee, Moonwook Ryu, Jangwon Lee

   IJCAI'24 (14.0% acceptance rate) | [Paper]

7. Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera

   Inpyo Song, Minjun Joo, Joonhyung Kwon, Jangwon Lee

   CVPRW'24 (First Joint Egocentric Vision (EgoVis) Workshop) | [arXiv]

8. Scale and Motion Adaptive Multi-Object Tracking Algorithm for Unmanned Aerial Vehicles

   Inpyo Song, Jangwon Lee

   RO-MAN'23 (Late-Breaking Report)

International Journal Papers 1

1. Action-Conditioned Contrastive Learning for 3D Human Pose and Shape Estimation in Videos

   Inpyo Song, Moonwook Ryu, Jangwon Lee

   CVIU'24 (IF 4.3, Q1) | [Paper] | [Code]

Domestic Conference Papers 4

1. Probing H.264 Compressed-Domain Signals for Video Anomaly Detection

   Inpyo Song, Eunji Jeon, Jangwon Lee

   KIBME Summer Conference 2026

2. A Study on Synthetic Data Generation and Evaluation for Pose Estimation in Surveillance Videos

   Moonwook Ryu, Jongwoo Choi, Inpyo Song, Jangwon Lee

   KIBME Summer Conference 2026 Outstanding Poster Award

3. Smooth and Consistent Pose Estimation with Intersections Module

   Jongmin Lee*, Inpyo Song*, Moonwook Ryu, Jangwon Lee

   KIBME Summer Conference 2024 (* Equal contribution)

4. Multi-Task Learning in Facial Kinship Verification

   Inpyo Song, Jangwon Lee

   KIBME Summer Conference 2023

Domestic Journal Papers 2

1. Teacher Response Entropy Based Adaptive Knowledge Distillation

   Inpyo Song, Jangwon Lee

   KIIS 2024

2. Rule-Based Zero-Shot Video Anomaly Detection Using Object Detection and Semantic Segmentation

   Inpyo Song, Jangwon Lee

   JBE 2024 (Vol. 29, No. 6)

Preprints & Manuscripts Under Review 5

1. Rethinking Open-World Video Anomaly Detection: Diagnosing Definition Blindness

   Inpyo Song, Jangwon Lee

   Under review | [arXiv]

2. Instance-Aligned Captions for Explainable Video Anomaly Detection

   Inpyo Song, Joonhyung Kwon, Eunji Jeon, Minjun Ju, Jangwon Lee

   Under review | [arXiv]

3. PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models

   Inpyo Song, Eunji Jeon, Jangwon Lee

   Under review | [arXiv]

4. A VLM Answer is Not an Anomaly Score: Rank Compression in Training-Free Video Anomaly Detection

   Inpyo Song, Jangwon Lee

   Under review

5. Frame-Level Evaluation in Weakly Supervised Video Anomaly Detection Mostly Measures Video-Level Ranking

   Inpyo Song, Jangwon Lee

   Under review