國立政治大學 資訊安全碩士學位學程

期刊論文

• Yi-Ting Lai*;Yan-Tsung Peng;Wei-Cheng Lien;Yun-Chiao Cheng;Yi-Ting Lin;Chen-Jie Liao;Yu-Shao Chiu, 2024.05, 'Fully automated learning and predict price of aquatic products in Taiwan wholesale markets using multiple machine learning and deep learning methods, ' Aquaculture, Vol.586, pp.740741.(SCIE)(*為通訊作者)
• Yan-Tsung Peng*;Chih-Hsiang Hou;You-Cheng Lee;Aiden J Yoon;Zihao Chen;Yi-Ting Lin;Wei-Cheng Lien, 2024.04, 'Image Demoiréing via Multi-scale Fusion Networks with Moiré Data Augmentation, ' IEEE Sensors Journal, Vol.24, No.12, pp.20114 - 20127.(SCIE)(*為通訊作者)
• Yan-Tsung Peng*;Yu-Cheng Lin;Wen-Yi Peng;Chen-Yu Liu, 2024.03, 'Blurriness-Guided Underwater Salient Object Detection and Data Augmentation, ' IEEE Journal of Oceanic Engineering, Vol.49, No.3, pp.1089 - 1103.(SCIE, IEEE)(*為通訊作者)
• Dehuan Zhang*;Wei Cao;Jingchun Zhou;Yan-Tsung Peng;Weishi Zhang;Zifan Lin, 2023.06, 'Two-Branch Underwater Image Enhancement and Original Resolution Information Optimization Strategy in Ocean Observation, ' Journal of Marine Science and Engineering, pp.1285.(*為通訊作者)
• Fu-Jen Tsai;Yan-Tsung Peng;Chung-Chi Tsai;Yen-Yu Lin;Chia-Wen Lin*, 2022.10, 'BANet: A Blur-aware Attention Network for Dynamic Scene Deblurring, ' IEEE Transactions on Image Processing, pp.6789 - 6799.(IEEE)(*為通訊作者)
• 彭彥璁;Yen-Rong Chen;Zihao Chen;Jung-Hua Wang;Shih-Chia Huang, 2022.08, 'Underwater Image Enhancement Based on Histogram-Equalization Approximation Using Physics-Based Dichromatic Modeling, ' Sensors, pp.2168.(SCI)
• Ray Hsienho Chang;Yan-Tsung Peng;Seongchul Choi;Changjie Cai*, 2022.07, 'Applying Artificial Intelligence (AI) to improve fire response activities, ' Emergency Management Science and Technology, pp.1-6.(SCI)(*為通訊作者)
• Yan-Tsung Peng*;Kai-Han Cheng;I-Sheng Fang;Wen-Yi Peng;Jr-Shian Wu, 2022.02, 'Single Image Reflection Removal Based on Knowledge-Distilling Content Disentanglement, ' IEEE Signal Processing Letters, pp.568-572.(IEEE, SCI)(*為通訊作者)
• Sheng-Wei Cheng;Yi-Ting Lin;彭彥璁*, 2022.01, 'A Fast Two-Stage Bilateral Filter Using Constant Time O(1) Histogram Generation, ' Sensors, pp.926.(SCI)(*為通訊作者)
• 彭彥璁*;He-Hao Liao;Ching-Fu Chen, 2021.12, 'Two-Exposure Image Fusion Based on Optimized Adaptive Gamma Correction, ' Sensors, pp.24.(SCI)(*為通訊作者)
• 彭彥璁*;Sha-Wo Huang, 2021.10, 'Image impulse noise removal using cascaded filtering based on overlapped adaptive gaussian smoothing and convolutional refinement networks, ' IEEE Open Journal of the Computer Society, pp.382-392.(ESCI)(*為通訊作者)
• Chung-Cheng Chang*;Te-Hua Hsu;Yii-Shing Huang;Cheng-Ting Huang;Chen-Chou Lin;Yan-Tsung Peng;Ren-Jie Huang;Jia-Yao Jhang;Yen-Hsiang Liao;Chin-Yang Lin;Jung-Hua Wang;Jenq-Lang Wu;Yi-Zeng Hsieh;Tzong-Dar Wu;Shyi-Chy Cheng;Chin-Chun Chang;Jih-Gau Juang;C, 2021.10, 'Applying artificial intelligence (AI) techniques to implement a practical smart cage aquaculture management system, ' Journal of Medical and Biological Engineering, pp.652–658.(*為通訊作者)
• 彭彥璁*;Sha-Wo Huang, 2021.10, 'Image Impulse Noise Removal Using Cascaded Filtering Based on Overlapped Adaptive Gaussian Smoothing and Convolutional Refinement Networks, ' IEEE Open Journal of the Computer Society, pp.382-392.(IEEE)(*為通訊作者)
• Shih-Chia Huang;Quoc-Viet Hoang;Trung-Hieu Le*;彭彥璁*;Ching-Chun Huang;Cheng Zhang;Benjamin C. M. Fung;Kai-Han Cheng;Sha-Wo Huang, 2021.08, 'An Advanced Noise Reduction and Edge Enhancement Algorithm, ' Sensors, pp.5391.(SCI)(*為通訊作者)
• Jia-Li Yin;Bo-Hao Chen*;彭彥璁*, 2021.06, 'Two Exposure Fusion Using Prior-Aware Generative Adversarial Network, ' IEEE Transactions on Multimedia, pp.1941-0077.(IEEE, SCI)(*為通訊作者)
• Jia-Li Yin;Bo-Hao Chen*;彭彥璁;Hau Hwang, 2021.06, 'Automatic Intermediate Generation With Deep Reinforcement Learning for Robust Two-Exposure Image Fusion, ' IEEE Transactions on Neural Networks and Learning Systems, pp.2162-2388.(IEEE, SCI)(*為通訊作者)
• Ming-Hao Lin;Zhi-Xiang Hou;Kai-Han Cheng;Chin-Hsien Wu;彭彥璁*, 2021.05, 'Image Denoising Using Adaptive and Overlapped Average Filtering and Mixed-Pooling Attention Refinement Networks, ' Mathematics, pp.1130.(SCI)(*為通訊作者)
• Li-Qun Yang;Shanq-Jang Ruan;Kai-Han Cheng;Yan-Tsung Peng*, 2020.06, 'Model-Based Deep Encoding Based on USB Transmission for Modern Edge Computing Architectures, ' IEEE Access, pp.112553 - 112561.(IEEE)(*為通訊作者)
• Jia-Li Yin;Bo-Hao Chen*;Yan-Tsung Peng;Chung-Chi Tsai*, 2020.05, 'Deep Battery Saver: End-to-end Learning for Power Constrained Contrast Enhancement, ' IEEE Transactions on Multimedia, pp.1-11 (early access).(IEEE)(*為通訊作者)
• Shih-Chia Huang;Yan-Tsung Peng*;Chia-Hao Chang;Kai-Han Cheng;Sha-Wo Huang;Bo-Hao Chen, 2020.05, 'Restoration of Images with High-Density Impulsive Noise based on Sparse Approximation and Ant-colony Optimization, ' IEEE Access, pp.99180 - 99189.(IEEE)(*為通訊作者)
• Hsin-Jui Chen;Shanq-Jang Ruan;Sha-Wo Huang;Yan-Tsung Peng*, 2020.04, 'Lung X-ray Segmentation using Deep Convolutional Neural Networks on Contrast-Enhanced Binarized Images, ' Mathematics, pp.1-12.(SCI)(*為通訊作者)
• 彭彥璁;Z. Lu*;F.-C. Cheng;Y. Zheng;S.-C. Huang*, 2019.03, 'Image Haze Removal Using Airlight White Correction, Local Light Filter, and Aerial Perspective Prior, ' IEEE Transactions on Circuits and Systems for Video Technology, pp.1385-1395.(IEEE, SCI)(*為通訊作者)
• 彭彥璁*;Keming Cao;Pamela Cosman, 2018.06, 'Generalization of the Dark Channel Prior for Single Image Restoration, ' IEEE Transactions on Image Processing, Vol.27, No.6, pp.2856 - 2868.(IEEE)(*為通訊作者)
• 彭彥璁*;Pamela Cosman, 2017.04, 'Underwater Image Restoration based on Image Blurriness and Light Absorption, ' IEEE Transactions on Image Processing, Vol.26, No.4, pp.1579 - 1594.(IEEE)(*為通訊作者)

會議論文

• Jin-Ting He;Fu-Jen Tsai;Jia-Hao Wu;Yan-Tsung Peng;Chung-Chi Tsai;Chia-Wen Lin;Yen-Yu Lin*, 2024.09, 'Domain-adaptive Video Deblurring via Test-time Blurring, ' European Conference on Computer Vision (ECCV), Springer Science+Business Media.(EI)(*為通訊作者)
• Jia-Hao Wu;Fu-Jen Tsai;Yan-Tsung Peng;Chung-Chi Tsai;Chia-Wen Lin;Yen-Yu Lin*, 2024.06, 'ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation, ' IEEE / CVF Computer Vision and Pattern Recognition Conference, IEEE.(EI)(*為通訊作者)
• 彭彥璁*, 2024, 'AI-Enhanced Household Mite Detection and Classification, '.(*為通訊作者)
• 彭彥璁*;李偉華, 2023.06, 'Rain2Avoid: Self-Supervised Single Image Deraining, ' IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE.(EI)(*為通訊作者)
• Po-Sheng Liu*;Fu-Jen Tsai;Yan-Tsung Peng;Chung-Chi Tsai;Chia-Wen Lin;Yen-Yu Lin, 2022.11, 'Meta Transferring for Deblurring, ' British Machine Vision Conference (BMVC), The British Machine Vision Association and Society for Pattern Recognition.(EI)(*為通訊作者)
• Sahibzada Adil Shahzad*;Ammarah Hashmi;Sarwar Khan;Yan-Tsung Peng;Yu Tsao;Hsin-Min Wang, 2022.11, 'Lip Sync Matters: A Novel Multimodal Forgery Detector, ' Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), IEEE.(EI)(*為通訊作者)
• 彭彥璁*;Chen-Yu Liu;He-Hao Liao;Wei-Cheng Lien;Gee-Sern Jison Hsu, 2022.11, 'Traffic Violation Detection via Depth and Gradient Angle Change, ' IEEE 7th International Conference on Intelligent Transportation Engineering (ICITE), IEEE.(EI)(*為通訊作者)
• Fu-Jen Tsai;Yan-Tsung Peng;Yen-Yu Lin;Chung-Chi Tsai;Chia-Wen Lin*, 2022.10, 'Stripformer: Strip Transformer for Fast Image Deblurring, ' European Conference on Computer Vision, European Conference on Computer Vision.(EI)(*為通訊作者)
• Po-Han Ha*;彭彥璁;許琇娟, 2022.07, 'A Quanvolution Architecture for Image Classification, ' IEEE International Conference on Consumer Electronics-Taiwan, IEEE.(IEEE)(*為通訊作者)
• Wen-Yi Peng;彭彥璁*;Wei-Cheng Lien;Chu-Song Chen, 2021.09, 'Unveiling of How Image Restoration Contributes to Underwater Object Detection, '.(*為通訊作者)
• 彭彥璁*;Yu-Cheng Lin;Wen-Yi Peng, 2021.08, 'Blurriness Guided Underwater Salient Object Detection, ' OCEANS 2021: San Diego–Porto, IEEE.(IEEE)(*為通訊作者)
• Jia-Li Yin;Bo-Hao Chen*;Yan-Tsung Peng;Chung-Chi Tsai, 2020.07, 'Deep Prior Guided Network For High-Quality Image Fusion, ' 2020 IEEE International Conference on Multimedia and Expo, IEEE.(IEEE)(*為通訊作者)
• Y.-T. Huang*;Y.-T. Peng;W.-H. Liao, 2019.09, 'Enhancing object detection in the dark using U-Net based restoration module, ' 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, University of Taipei.(IEEE)(*為通訊作者)
• 彭彥璁*;M.-H. Lin;C.-L. Tang;C.-H. Wu, 2019.09, 'Image Denoising based on Overlapped and Adaptive Gaussian Smoothing and Convolutional Refinement Networks, ' 2019 IEEE International Symposium on Multimedia (ISM), University of California, Irvine.(IEEE)(*為通訊作者)
• Jia-Li Yin;Bo-Hao Chen*;Yan-Tsung Peng;Yu-Cheng Lin, 2019.09, 'Color Shifting-Aware Image Dehazing, ' 2019 IEEE International Symposium on Multimedia (ISM), University of California, Irvine.(IEEE)(*為通訊作者)

其他

• 彭彥璁*;Yu-Cheng Lin, 2023.10, 'Saliency map generation method and image processing system using the same, '.(*為通訊作者)
• 彭彥璁*, 2022.11, '顯著圖產生方法及使用該方法的影像處理系統, '.(*為通訊作者)

校內本職

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 副教授
• 資訊科學系
• 2023年08月 ~

• 職稱
• 部門/系所
• 擔任職務
• 起迄年月

• 助理教授
• 資訊科學系
• 2019年02月 ~ 2023年08月