Dissertation

Jaeyeon Heo, "Video Scene Graph Generation via Temporal Relation Change Modeling,", Aug. 2026. [PDF][Slides][Video]

Hyunwoo Kim, "A Study on Multimodal Representation and Reasoning for Video Understanding," Aug. 2026. [PDF][Slides][Video]

Sangin Lee, "Towards Efficient Multimodal Visual Perception," Aug. 2026. [PDF][Slides][Video]

Seokjun Kwon, "A Study on Unsupervised Domain Adaptation for Robust Visual Perception," Aug. 2026. [PDF][Slides][Video]

Yunseo Jeong, "A Study on Machine Vision for Text Detection and Anomaly Detection with Reasoning in Industrial Domain," Feb, 2026. [PDF][Slides][Video]

Geonhwa Son, "A Study on Thermal-Aware Representations for Robust 3D Understanding," Feb. 2026. [PDF][Slides][Video]

Geuntaek Lim, "A Study on Semantic Representation Learning for Untrimmed Video Understanding," Feb. 2025. [PDF][Slides][Video]

Yujin Hwang, "A Study on Data Selection and Utilization Considering Real Data Characteristics," Feb. 2024. [PDF][Slides][Video]

Gwang Jin Lee, "Video Feature Description by Unrelated Region Suppression," Feb. 2024. [PDF][Slides][Video]

Hyeongjun Kim, "A Study on Multispectral Pedestrian Detection and 2.5D Localization," Feb. 2023. [PDF][Slides][Video]

Won Jo, "Video Feature Description Method for Content-based Video Retrieval," Feb. 2023. [PDF][Slides][Video]

Daechan Han, "Improving Global and Local Information in Monocular Depth Estimation from a Single Infrared Image," Feb. 2023. [PDF][Slides][Video]

Jiwon Kim, "A Study of the Commercial Application of Pedestrian Detection in Multispectral Domain," Aug. 2022. [PDF][Slides]