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Computer Vision Lab

Computer Vision Lab

Hankuk University of Foreign Studies · Computer Science and Engineering

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Professor

About

왈리드(Walid Abdullah Al) 교수 연구실은 한국외대 컴퓨터공학과 소속으로, 컴퓨터 비전, 의료 영상 분석, 강화학습을 연구한다. 3D 의료영상에서의 해부학적 랜드마크 위치 추정을 강화학습 문제로 정식화하는 등 딥 강화학습을 의료영상에 적용하는 연구를 수행한다.

Research keywords

Computer visionmedical image analysisdeep reinforcement learning

Selected publications

  • Sinusitis Diagnosis in Temporal Bone CT Using Extremal Intensity Transform-Based Inflated 3D ConvNetIEEE Access · 2025
  • Deep learning regressor model based on nigrosome MRI in Parkinson syndrome effectively predicts striatal dopamine transporter-SPECT uptakeNeuroradiology · 2023
  • Centerline depth world for left atrial appendage orifice localization using reinforcement learningComputerized Medical Imaging and Graphics · 2023
  • Reinforcement Learning Based Vocal Fold Localization in Preoperative Neck CT for Injection LaryngoplastyApplied Sciences · 2022
  • Partial policy-based reinforcement learning for anatomical landmark localization in 3d medical imagesIEEE Transactions on Medical Imaging · 2019

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