在職專班

• 111學年度資工專班
  1110701~1120731
  

• 110學年度資工專班
  1100701~1110731
  

• 109學年度資工專班
  1090701~1101115
  

高教深耕計畫

• 程式設計與人工智慧
  1110101~1111231
  

• 程式設計與人工智慧
  1100101~1101231
  

• 程式設計與人工智慧
  1090101~1091231
  

其他補助

• 人工智慧競賽(AI CUP) - 繁體中文場景文字辨識競賽計畫
  1091201~1110331
  [人工智慧,競賽 , AI,AI CUP]

國科會計畫統計

• 更有效的零樣本與少樣本異常偵測與定位以利工業瑕疵檢測
  1140801~1150731
  

• 結合視覺任務之紅外光與可見光影像融合設計及其應用
  1130801~1141031
  

• 基於深度學習之影像資訊隱藏研究-隱寫分析與擾動深偽數位浮水印設計
  1120801~1131031
  [資料隱藏,隱寫術,隱寫分析,數位浮水印,深度學習,深度偽造 , Information hiding,Steganography,Steganalysis,Digital watermark,Deep learning,Deepfakes]

• 多語言場景文字偵測與辨識機制
  1110801~1121031
  [場景文字,深度學習,文字偵測與辨識 , Scene-text,Deep learning,Text detection and recognition]

• 基於深度學習技術之影像與視訊內容竄改鑑識機制
  1100801~1110731
  [台灣手語、視覺辨識、深度學習、注意力模型 , Taiwan sign language, visual recognition, deep learning, attention model]

• 以深度學習視覺辨識為基礎之台灣手語訓練系統
  1090801~1100731
  [台灣手語,視覺辨識,深度學習,注意力模型 , Taiwan sign language,visual recognition,deep learning,attention model]

• 結合雲端穿戴訓練裝置之腦波人機介面-子計畫一：結合穿戴訓練裝置之人機介面腦波辨識技術開發1/3
  1080801~1090731
  [腦波人機介面,機械外骨骼系統,全息希爾伯特譜分析,事件相關非同步/同步分析 , Brain computer interface (BCI), Robotic exoskeleton system, Holo-Hilbert spectral analysis (HHSA), Event-related desynchronization / synchronization (ERD/ERS)]

• 結合雲端穿戴訓練裝置之腦波人機介面-子計畫一：結合穿戴訓練裝置之人機介面腦波辨識技術開發1/3
  1070801~1080731
  [腦波人機介面,機械外骨骼系統,全息希爾伯特譜分析,事件相關非同步/同步分析 , Brain computer interface (BCI), Robotic exoskeleton system, Holo-Hilbert spectral analysis (HHSA), Event-related desynchronization / synchronization (ERD/ERS)]

• 基於視訊場景資料蒐集與訓練之自適應車流估計機制
  1060801~1070731
  

• 結合雲端穿戴訓練裝置之腦波人機介面-子計畫一：結合穿戴訓練裝置之人機介面腦波辨識技術開發1/3
  1060801~1070731
  [腦波人機介面,機械外骨骼系統,全息希爾伯特譜分析,事件相關非同步/同步分析 , Brain computer interface (BCI), Robotic exoskeleton system, Holo-Hilbert spectral analysis (HHSA), Event-related desynchronization / synchronization (ERD/ERS)]

• 考量區域重要性之影像視訊畫面調整改進機制與畫質評估
  1050801~1060831
  

• H.264/AVC視訊之鑑識與反鑑識技術
  1040801~1050731
  

產學合作計畫統計

• 建立工業瑕疵檢測之通用深度學習模型暨標記方法
  1130201~1130430
  [瑕疵檢測,深度學習 , Defect detection,Deep learning]

• 111年度資工系技術服務計畫(校內)
  1110101~1111231
  [技術服務支援 ]

• 110年度資工系技術服務計畫(校內)
  1100101~1101231
  [技術服務支援 , technical support]

• 109年度資工系技術服務計畫(校內)
  1090101~1091231
  

期刊著作

• JSN: Design and Analysis of JPEG Steganography Network
  Electronics (Switzerland), 13, 23, 2024-12-01
  [ deep learning,discrete cosine transform,information hiding,invertible neural network,JPEG,steganography ]

• UFCC: A Unified Forensic Approach to Locating Tampered Areas in Still Images and Detecting Deepfake Videos by Evaluating Content Consistency
  Electronics (Switzerland), 13, 4, 2024-02-01
  [ deep learning,deepfake,image tampering,media forensics,Siamese network ]

• Improving Compressed Video Using Single Lightweight Model with Temporal Fusion Module †
  Sensors, 23, 9, 2023-05-01
  [ compression artifacts removal,deep learning,video coding ]

• Learning-Based Image Damage Area Detection for Old Photo Recovery
  Sensors, 22, 21, 2022-11-01
  [ damage area detection,damaged old photo,deep learning ]

• Two-stage pyramidal convolutional neural networks for image colorization
  APSIPA Transactions on Signal and Information Processing, 10, 2021-10-08
  [ Convolutional neural network,Image colorization,Image pyramid ]

• Egocentric-view fingertip detection for air writing based on convolutional neural networks†
  Sensors, 21, 13, 2021-07-01
  [ Air-writing,Fingertip detection,Region-based convolutional neural network,Smart glasses ]

• Visual secret sharing in halftone images by multi-scale error diffusion
  Multimedia Tools and Applications, 77, 10, 12111-12138, 2018-05-01
  [ Halftone , Information hiding , Multi-scale error diffusion , Secret sharing ]

• Partial frame content scrambling in H.264/AVC by information hiding
  Multimedia Tools and Applications, 76, 5, 7473-7496, 2017-03-01
  [ Digital video , H.264/AVC , Information hiding , Partial scrambling , Privacy protection , Video coding ]

• Efficient copy detection for compressed digital videos by spatial and temporal feature extraction
  Multimedia Tools and Applications, 76, 1, 1331-1353, 2017-01-01
  [ Content management , Copy detection , Copyright protection , Feature extraction , Multimedia databases , Video coding ]

• A practical design of digital watermarking for video streaming services
  Journal of Visual Communication and Image Representation, 42, 161-172, 2017-01-01
  [ Copyright protection , Digital rights management , Digital watermark , Tracking , Videos streaming ]

• SIFT-guided multi-resolution video inpainting with innovative scheduling mechanism and irregular patch matching
  Information Sciences, 373, 95-109, 2016-12-10
  [ Inpainting , Motion vector field , Multi-resolution , Scheduling , Sift , Video ]

• Improved visual information fidelity based on sensitivity characteristics of digital images
  Journal of Visual Communication and Image Representation, 40, 76-84, 2016-10-01
  [ Image quality assessment , Log-Gabor filter , Visual information fidelity , Visual sensitivity ]

• Forensic and anti-forensic techniques for video shot editing in H.264/AVC
  Journal of Visual Communication and Image Representation, 29, 103-113, 2015-01-01
  [ Anti-forensics , Coding mode prediction , Group of Pictures , H.264/AVC , Information forensics , Modification of Quantization indices , Quantization parameter , Video shot editing , Video tampering detection ]

• A content-adaptive distortion-quantization model for H.264/AVC and its applications
  IEEE Transactions on Circuits and Systems for Video Technology, 24, 1, 113-126, 2014-01-01
  [ Constant peak signal to noise ratio (PSNR),distortion-quantization,H.264/AVC,quality control,rate control,sum of absolute transformed difference (SATD) ]

• Geometrically resilient digital image watermarking by using interest point extraction and extended pilot signals
  IEEE Transactions on Information Forensics and Security, 8, 12, 1897-1908, 2013-11-27
  [ Digital watermark,geometrical transformations,interest point extraction,SIFT,StirMark ]

• Transition effect detection for extracting highlights in baseball videos
  Eurasip Journal on Image and Video Processing, 2013, 2013-11-11

• Data embedding for vector quantization image processing on the basis of adjoining state-codebook mapping
  Information Sciences, 246, 69-82, 2013-10-10
  [ Data compression , Image coding , Information hiding , Information security , Vector quantization ]

• A practical design of high-volume steganography in digital video files
  Multimedia Tools and Applications, 66, 2, 247-266, 2013-09-01
  [ H.264/AVC , Information hiding , MPEG AAC , Steganography ]

• Fast intra-coding for H.264/AVC by using projection-based predicted block residuals
  IEEE Transactions on Multimedia, 15, 5, 1083-1093, 2013-08-02
  [ H.264/AVC , Intra prediction , Mode decision ]

• Constant frame quality control for H.264/AVC
  APSIPA Transactions on Signal and Information Processing, 2, 2013-01-01
  [ H.264/AVC , PSNR , Quality control , Quantization parameter , SSIM ]

• A practical design of digital video watermarking in H.264/AVC for content authentication
  Signal Processing: Image Communication, 26, 8-9, 413-426, 2011-10-01
  [ Digital watermark , H.264/AVC , Perceptual hash , Synchronization , Video authentication ]

• A practical design of content protection for H.264/AVC compressed videos by selective encryption and fingerprinting
  Multimedia Tools and Applications, 52, 2-3, 529-549, 2011-04-01
  [ Digital rights management,Digital watermark,Fingerprinting,H.264/AVC,Selective encryption,Trailer tracking ]

• A joint watermarking and ROI coding scheme for annotating traffic surveillance videos
  Eurasip Journal on Advances in Signal Processing, 2010, 2010-05-03

• Towards effective content authentication for digital videos by employing feature extraction and quantization
  IEEE Transactions on Circuits and Systems for Video Technology, 19, 5, 668-677, 2009-05-01
  [ Content authentication , Feature extraction , H.264/advanced video coding (AVC) , Scalar quantization , Singular value decomposition , Vector quantization ]

• Steganography in JPEG2000 compressed images
  IEEE Transactions on Consumer Electronics, 49, 4, 824-832, 2003-11-01
  [ Information hiding , JPEG2000 , Steganography ]

• Integrated approach to image watermarking and JPEG-2000 compression
  Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, 27, 1-2, 35-53, 2001-02-01

• Blind digital watermarking for cartoon and map images
  Proceedings of SPIE - The International Society for Optical Engineering, 3657, 296-306, 1999-01-25

• Wavelet-based blind watermark retrieval technique
  Proceedings of SPIE - The International Society for Optical Engineering, 3528, 440-451, 1999-01-01

• Wavelet-based digital image watermarking
  , 3, 12, 491-496, 1998-01-01

研討會著作

• DA-SAM: A Defect-Aware Segmentation Model for Industrial Product Inspection
  2025-01-01
  [ deep learning,defect detection,few-shot learning,industrial inspection,zero-shot learning ]

• JENet: A JPEG Compliant Image Steganographic Scheme
  213-214, 2024-01-01
  

• Quality Assessment of Image Retargeting based on Importance of Objects
  779-780, 2023-01-01
  

• Selecting Suitable Data Input for Deep-Learning Sign-Language Recognition with a Small Dataset
  384-391, 2023-01-01
  

• A Pixel-Based Character Detection Scheme for Texts with Arbitrary Orientations in Natural Scenes
  961-962, 2023-01-01
  

• Strategies of Traditional Chinese Character Recognition in Streetscape Based on Deep Learning Networks
  1494-1498, 2021-01-01
  

• A Technical Report for Visual Attention Estimation in HMD Challenge
  143-144, 2021-01-01
  [ 360°videos,HMD,Panoramic videos,Video attention estimation ]

• Scene Text-Line Extraction with Fully Convolutional Network and Refined Proposals
  1247-1251, 2020-12-07
  

• Locating Texts in Images by Fully Convolutional Network with Bounding Text Labeling
  2020-09-28
  

• Deep-Learning-Based Block Similarity Evaluation for Image Forensics
  2020-09-28
  

• Air-writing for smart glasses by effective fingertip detection
  381-382, 2019-10-01
  [ Air-writing , Fingertip , Mask R-CNN , Smart glasses ]

• Adaptive Vehicle Detection and Classification Scheme for Urban Traffic Scenes Using Convolutional Neural Network
  2019-05-01
  

• Text Detection in Street View Images by Cascaded Convolutional Neural Networks
  2019-01-31
  [ fully convolutional network , region proposal network , sign detection , street view , text detection ]

• A Multi-Operator Retargeting Scheme for Compressed Videos
  2018-08-27
  

• Video Forensics for Detecting Shot Manipulation Using the Information of Deblocking Filtering
  353-358, 2018-06-08
  [ De-blocking filter , Frame or video shot insertion/deletion , H.264/AVC , Video editing ]

• Content-Based cropping using visual saliency and blur detection
  2017-10-18
  [ blur detection , content-based cropping , retargeting , saliency , SSIM ]

• A targeted person searching scheme in digital videos based on face quality assessment and recognition
  179-180, 2017-07-25
  

• Efficient content-based cropping using visual saliency and SLIC for image retargeting
  2016-07-25
  

• An image retargeting scheme with content-based cropping and local significance aware seam carving
  643-648, 2016-02-19
  

• An information sharing scheme in halftone images based on multi-scale error diffusion
  369-372, 2016-01-21
  [ halftoning , information hiding , information sharing , multiscale error diffusion ]

• A tabletop lecture recording system based on gesture control
  372-373, 2015-08-20
  

• A joint content adaptive Rate-Quantization model and region of interest intra coding of H.264/AVC
  2014-09-03
  [ H.264/AVC , Rate Control , Rate-Quantization Model , ROI ]

• SCAN: A multi-operator image retargeting scheme
  2014-02-12
  [ cropping , multi-operator , retargeting , saliency , scaling , seam carving ]

• A practical design of user specific watermarking in digital videos
  2014-01-01
  [ Digital video , fingerprinting , illegal copy tracking , MPEG-4 , SIFT , watermark ]

• Non-liner learning for mixture of Gaussians
  2013-12-01
  

• A privacy protection scheme in H.264/AVC by data hiding
  2013-12-01
  

• A dynamic video streaming scheme based on SP/SI frames of H.264/AVC
  524-529, 2012-12-20
  [ H.264/AVC , SI , SP , video switching ]

• Constant frame quality control for H.264/AVC
  2012-12-01
  

• Message from UIPM-12 workshop chairs
  2012-11-28
  

• A content-adaptive distortion-quantization model for intra coding in H.264/AVC
  2011-09-26
  [ Constant Quality , Content-Adaptive Distortion-Quantization model , H.264/AVC ]

• Towards efficient copy detection for digital videos by using spatial and temporal features
  661-664, 2009-12-01
  [ MPEG , Scene-change , Video copy detection , VQ ]

• A region of interest rate-control scheme for encoding traffic surveillance videos
  194-197, 2009-12-01
  [ H.264/AVC , Rate control , ROI , Video coding ]

• A digital video watermarking scheme for annotating traffic surveillance videos
  742-747, 2008-12-31
  

• A content-adaptive digital watermarking scheme in H.264/AVC compressed videos
  849-852, 2008-10-22
  

• Transition logo detection for sports videos highlight extraction
  2006-11-28
  [ Baseball , Highlight , MPEG , Slow-motion , Sport , Transition logo , Video ]

• Design and Analysis of Data Hiding Techniques in JPEG-2000 Images
  335-346, 2003-12-01
  [ Data hiding , Information embedding , JPEG-2000 , Steganography ]

• Information embedding in JPEG-2000 compressed images
  2003-07-14
  

• Synchronized detection of the block-based watermark with invisible grid embedding
  406-417, 2001-01-01
  [ Affine transform , Block-based watermark , Discrete cosine transform , Geometrical attack , Watermark detection , Watermark embedding ]

• An image watermarking scheme to resist generalized geometrical transformations
  354-365, 2001-01-01
  [ Affine transform , Composite scheme , Digital watermark , Geometrical attack ]

• Robust and efficient digital audio watermarking using audio content analysis
  382-392, 2000-01-01
  

• Spatial-frequency composite watermarking for digital image copyright protection
  295-305, 2000-01-01
  

• Digital Image Watermarking in Regions of Interest
  295-300, 1999-12-01
  

• Robust audio watermarking for copyright protection
  387-397, 1999-12-01
  

專書

• Communications in Computer and Information Science
  269-283, 2024-01-01
  [ Image Fusion,Semantic Segmentation,Style Transfer ]

• Frontiers in Artificial Intelligence and Applications
  1029-1042, 2015-01-01
  [ information hiding,MPEG-4,PTZ camera,static camera ]