Journal Papers
Ting-Feng Huang, Yu-Hsun Lin*, "Drop2Sparse: Improving Dataset Distillation via Sparse Model," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, no. 8, pp. 7568-7578, Aug. 2025 (IF=11.1, Q1, Rank=14/366=3.8%)
Yu-Hsun Lin*, Yu-Mo Lin, "Bipolar Augmentation: Lightweight Artificial Intelligence Model Training for Anomaly Detection under Color Cast Scenarios", in Engineering Applications of Artificial Intelligence (EAAI), Vol. 145, April 2025, 110184 (IF=8.0, Q1, Rank=5/175=2.9%)
Yu-Hsun Lin*, Min-Chian Hung, Chen-Fan Lee, "Density-Refine: Patent Image Retrieval by Density based Region Extraction and Feature Fusion", in Journal of Mechanical Design (JMD), Aug. 2025, 147(8): 081703, (IF=3.0, Q2, Rank=58/182=31.9%)
Yu-Hsun Lin* and Yong-Sheng Wang, "Modular Learning: Agile Development of Robust Traffic Sign Recognition," in IEEE Transactions on Intelligent Vehicles, Jan. 2024 (IF=14.3, Q1, Rank=7/366=1.9%)
Chien-Tse Cheng, Yu-Hsun Lin and Chung-Shou Liao*, "Seq2CASE: Weakly Supervised Sequence to Commentary Aspect Score Estimation for Recommendation," in IEEE Transactions on Big Data, Dec. 2023 (IF=5.7, Q1, Rank=18/147=12.2%).
Yun-Chung Shen, Han-Ping Cheng, Ji-Ciao Luo, Yu-Hsun Lin, Ja-Ling Wu, “Efficient Realtime Distributed Video Coding by Parallel Progressive Side Information Regeneration”, IEEE Sensors Journal, 2017 (SCI)
Yu-Ting Wu, Tzu-Mao Li, Yu-Hsun Lin, Yung-Yu Chuang, “Dual-Matrix Sampling for Scalable Translucent Material Rendering”, IEEE Transactions on Visualization and Computer Graphics, 2015 (SCI)
Yu-Hsun Lin and Ja-Ling Wu, “Quality Assessment of Stereoscopic 3D Image Compression by Binocular Integration Behaviors”, IEEE Transactions on Image Processing, Vol. 23, No. 4, April 2014 (SCI)
Yu-Hsun Lin, Ming-Hung Tsai and Ja-Ling Wu, “Depth Sculpturing for 2D Paintings: A Progressive Depth Map Completion System”, Journal of Visual Communication and Image Representation, Vol. 25, Issue 4, May 2014 (SCI)
Yu-Hsun Lin, Yu-Pei Chang and Ja-Ling Wu, “Appearance-based QR Code Beautifier”, IEEE Transactions on Multimedia, Vol. 15, No. 8, pp. 2198-2207, Dec. 2013 (SCI)
I-Ting Lien, Yu-Hsun Lin, Jyh-Ren Shieh and Ja-Ling Wu, “A Novel Privacy Preserving Location-Based Service Protocol with Secret Circular Shift for k-NN Search”, IEEE Transactions on Information Forensics and Security, Vol. 8, No. 6, pp. 863-873, June 2013 (SCI)
Yu-Hsun Lin and Ja-Ling Wu, “A Depth Information based Fast Mode Decision Algorithm for Color plus Depth-Map 3D Videos”, IEEE Transactions on Broadcasting, Vol. 57, No. 2, June 2011. (SCI)
Yu-Hsun Lin and Ja-Ling Wu, “A Digital Blind Watermarking for Depth-Image-Based Rendering 3D Images”, IEEE Transactions on Broadcasting, Vol. 57, No. 2, June 2011. (SCI)
Conference Papers
Ming Chung Lim and Yu-Hsun Lin, "BRIDGE: Blur Adaptive Disaster Image Analysis by Geometric Transformation", IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO), Osaka, Japan. July 17th-19th 2025
Yu-Hsun Lin and Chang-Wen Wang, "A Heuristic Improvement of Anomalous Sound Detection by Compound Scaling in Deep Learning", Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM) 2024, Nagoya Japan, 26 August – 30 August (Full Paper)
Yu-Hsun Lin and Yu-Shao Xu, "Training Deepfake Detection Model from Photos with Face Mask", in 2024 International Joint Conference on Neural Networks (IJCNN), Yokohama, Japan, 30 June - 5 July 2024
Yu-Hsun Lin, Chun-Nan Chou and Edward Y. Chang, “MBS: Macroblock Scaling for CNN Model Reduction”, IEEE CVPR 2019 (Top Conference)
Yu-Hsun Lin, Chun-Nan Chou and Edward Y. Chang, “BRIEF: Backward Reduction of CNNs with Information Flow Analysis”, IEEE International Conference on Artificial Intelligence and Virtual Reality (IEEE AIVR 2018)
Che-Ting Ho, Yu-Hsun Lin and Ja-Ling Wu, “Emotion Prediction from User-Generated Videos by Emotion Wheel Guided Deep Learning”, International Conference on Neural Information Processing (ICONIP 2016)
Jia Hao Sun, Yu-Hsun Lin and Ja-Ling Wu, “Secure Client Side Watermarking with Limited Key Size”, MMM 2015
Wei-Cih Jhou, Yu-Hsun Lin and Ja-Ling Wu, “Seam Carving for Color-plus-Depth 3D Image”, IEEE International Symposium on Multimedia (ISM 2014) (short paper)
Shun-Xuan Wang, Yu-Hsun Lin and Ja-Ling Wu, “When Specular Object meets RGB-D Camera 3D Scanning: Color Image plus Fragmented Depth Map”, IEEE International Symposium on Multimedia (ISM 2014) (full paper, accept rate 22.47%)
Ming Chang Li, Yu-Hsun Lin, Yin-Tzu Lin, Yun-Chung Shen and Ja-Ling Wu, “A 3D HEVC Fast Mode Decision Algorithm based on the Depth Information Guided Maximum Coding Level”, IEEE Data Compression Conference (DCC), 2014 (poster)
Yu-Hsun Lin and Ja-Ling Wu, “Binocular Perceptual Model for Symmetric and Asymmetric 3D Stereoscopic Image Compression”, IEEE Data Compression Conference (DCC), 2014 (Top Conference, full paper)
Hsin Miao, Yu-Hsun Lin and Ja-Ling Wu, “Image Descriptor Based Digital Semi-Blind Watermarking for DIBR 3D Images”, International Workshop on Digital-Forensics and Watermarking (IWDW), 2014 (Best Student Paper Award)
Yu-Hsun Lin and Ja-Ling Wu, “Angular Disparity Map: A Scalable Perceptual-based Representation of Binocular Disparity”, IEEE Data Compression Conference (DCC), 2013 (poster)
Yu-Hsun Lin, Ja-Ling Wu, Toshihiko Yamasaki, and Kiyoharu Aizawa, “When Disparity Meets Distance: HEVC Compression of Double-Faced Depth Map”, APSIPA ASC 2013
Yu-Hsun Lin and Ja-Ling Wu, “Unseen Visible Watermarking for Color plus Depth Map 3D Images”, IEEE ICASSP 2012
Yu-Hsun Lin, Wen-Huang Cheng, Hsin Miao, Tsung-Hao Ku and Yung-Huan Hsieh, “Single Image Depth Estimation from Image Descriptors”, IEEE ICASSP 2012
Yu-Hsun Lin, “3D Multimedia Signal Processing”, ACM Multimedia 2012 Doctoral Symposium.
Hong-Shiang Lin, Chih-Lin Zheng, Yu-Hsun Lin and Ming Ouhyoung, “Optimized Anaglyph Colorization”, ACM SIGGRAPH ASIA 2012, Technical Brief.
Yu-Hsun Lin and Ja-Ling Wu, “Rendering Lossless Compression of Depth Image”, IEEE Data Compression Conference (DCC), p.467, 2011
Yu-Hsun Lin and Ja-Ling Wu, “A Novel Blind Watermarking Scheme for Depth-Image-Based Rendering 3D Images”, ACM Multimedia Workshop on 3D Video Processing (3DVP), 2010
Yu-Hsun Lin, Xuan-Yi Lin, Yeh-Ching Chung, “Reducing Leakage Power of JPEG Image on Asymmetric SRAM”, The IEEE International Conference on Computational Science and Engineering (CSE), 2009