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학과소개

교수진 소개

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학술지 논문

  • (2025)  Adaptive Clustering and Weighted Regularization Contrastive Learning for Unsupervised Person Re-identification.  IEEE TRANSACTIONS ON MULTIMEDIA. 
  • (2025)  A Multi-Modal Assessment Framework for Comparison of Specialized Deep Learning and General-Purpose Large Language Models.  IEEE TRANSACTIONS ON BIG DATA. 
  • (2025)  Virtual Network Embedding: Literature Assessment, Recent Advancements, Opportunities, and Challenges.  IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. 
  • (2025)  RFFR-Net: Robust feature fusion and reconstruction network for clothing-change person re-identification.  INFORMATION FUSION.  118,  6
  • (2025)  MEXFIC: A meta ensemble eXplainable approach for AI-synthesized fake image classification.  ALEXANDRIA ENGINEERING JOURNAL.  116,  3
  • (2024)  Optimized efficient attention-based network for facial expressions analysis in neurological health care.  COMPUTERS IN BIOLOGY AND MEDICINE.  179, 
  • (2024)  Inter-Camera Identity Discrimination for Unsupervised Person Re-Identification.  ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 
  • (2024)  Cloth-Changing Person Re-identification with Invariant Feature Parsing for UAVs Applications.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY.  73,  7
  • (2024)  Federated fusion learning with attention mechanism for multi-client medical image analysis.  INFORMATION FUSION.  108,  8
  • (2024)  Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network.  COMPUTERS IN BIOLOGY AND MEDICINE.  174, 
  • (2024)  Spatiotemporal correlation based self-adaptive pose estimation in complex scenes.  DIGITAL COMMUNICATIONS AND NETWORKS. 
  • (2023)  Controllable Model Compression for Roadside Camera Depth Estimation.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.  24,  12
  • (2023)  Efficient Fire Segmentation for Internet-of-Things-Assisted Intelligent Transportation Systems.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.  24,  11
  • (2023)  Network Car Hailing Pricing Model Optimization in Edge Computing-Based Intelligent Transportation System.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.  24,  11
  • (2023)  A Deep Graph Network with Multiple Similarity for User Clustering in Human-Computer Interaction.  ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS.  20,  2
  • (2023)  Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. 
  • (2023)  Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization.  IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS.  19,  7
  • (2023)  Real-Time Medical Data Security Solution for Smart Healthcare.  IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS.  19,  7
  • (2023)  Student behavior recognition for interaction detection in the classroom environment.  IMAGE AND VISION COMPUTING.  136,  8
  • (2023)  Deep neural networks in the cloud: Review, applications, challenges and research directions.  NEUROCOMPUTING.  545,  8

특허/프로그램

  • Apparatus and method for single image dehazing considering haze type classification.  18/658673.  20250204.  미국

학술회의논문

  • (2024)  LoLI-Street: Benchmarking Low-light Image Enhancement and Beyond.  Asian Conference on Computer Vision.  베트남
  • (2024)  Hybrid Transformer-CNN-Based Attention in Video Turbulence Mitigation (HATM).  IEEE International Conference on Pattern Recognition.  인도
  • (2024)  PDET: Progressive Diversity Expansion Transformer for Cross-Modality Visible-Infrared Person Re-identification.  IEEE International Conference on Pattern Recognition.  인도
  • (2024)  HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing.  ACM Multimedia Conference.  오스트레일리아
  • (2024)  Cefdet: Cognitive Effectiveness Network Based on Fuzzy Inference for Action Detection.  ACM Multimedia Conference.  오스트레일리아
  • (2024)  GLAMOR: Graph-based LAnguage MOdel embedding for citation Recommendation.  ACM Conference on Recommender Systems.  이탈리아
  • (2024)  Dual Deep Learning Network for Abnormal Action Detection.  IEEE International Conference on Advanced Video and Signal-Based Surveillance.  캐나다
  • (2022)  Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.  International Joint Conference on Neural Networks.  이탈리아