Enki Cho

PhD Student (2024.3~)
Master Student (2022.3~2024.2)

Department of Artificial Intelligence, Kyung Hee University

Contact
cekkec@khu.ac.kr
Personal Homepage
#351, Electronic Information College Building, 1732 Deogyeong-daero, Giheung-gu, Yongin, Gyeonggi-do, 17104, South Korea

Research Interest

  • Video Segmentation
  • Uncertainty Analysis
  • Learning under Noisy Labels

Publication

  • [C3] SurgCheck: Do Vision–Language Models Really Look at Images in Surgical VQA?
    Jongmin Shin†, Ka Young Kim†, Enki Cho, Seong Tae Kim*, Namkee Oh*
    International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), 2026 (Nagoya)
  • [J4] Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy
    Tobias Rueckert, David Rauber, …, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, …, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm
    Medical Image Analysis, 2026
  • [C2] TeCIS: Text-Enhanced Cross-Modal Instrument Segmentation in Surgical Video
    Hyeon Bae Kim, Eunki Cho (co-first), Jung Uk Kim, Seong Tae Kim
    Integrating Image Processing with Large-Scale Vision/Language Models for Advanced Visual Understanding Workshop at International Conference on Image Processing (ICIPW), 2025 (Alaska)

  • [C1] Towards Holistic Surgical Scene Graph
    Jongmin Shin, Enki Cho (co-first), Ka Young Kim (co-first), Jung Yong Kim, Seong Tae Kim, Namkee Oh
    International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), 2025 (Daejeon)
    Paper | Poster | Project Page | GitHub

  • [J3] PRISM: Pseudo-labeling and Region-based Inpainting for Synthetic Change Detection Modeling
    Enki Cho, Soyoun Won, Oh Sung Choo, Seong Tae Kim
    IEEE Geoscience and Remote Sensing Letters (GRSL), 2025

  • [J2] Spatial Mask-based Adaptive Robust Training for Video Object Segmentation with Noisy Labels
    Enki Cho, Jung Uk Kim, Seong Tae Kim
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025

  • [J1] Exploiting Recollection Effects for Memory-based Video Object Segmentation
    Enki Cho, Minkuk Kim, Hyung-Il Kim, Jinyoung Moon, Seong Tae Kim
    Image and Vision Computing, 2023