駱偉祺,男,博士,中山大學數據科學與計算機學院教授,博士生導師。IEEE Senior Member、中國計算機學會(CCF)高級會員,中國電子學會通信分會“多媒體信息安全”專委會委員。近二十個國際著名學術期刊及會議的審稿人。
首屆珠江科技新星、廣東省科技創新青年拔尖人才、霍英東教育基金-青年教師基金獲得者、廣東省千百十人才培養工程校級培養對象。
近年來,作為第一作者(通訊作者)在包括本領域國際頂級期刊IEEE Trans. on TIFS, IEEE Trans. on CSVT、 IEEE/ACM Trans on TOMM 、本領域國際權威會議 ACM IH&MMSEC 等中國計算機學會CCF推薦的國際期刊 /會議上發表學術論文近50篇,高被引學術論文1篇;提出的自適應隱寫策略、自適應隱寫分析策略、圖像區域複製檢測、JPEG圖像移位重壓縮檢測、基於JPEG壓縮誤差的取證分析等算法等受到了國內外同行的廣泛關注,目前,論文在Google Scholar Citations引用超2100次(僅計算第一/通訊作者論文);此外,申請中國發明專利近20項,其中獲得授權12項,主持國家自然科學基金項目4項,省部級、廣州市級項目多項。作為主要參與人完成國家級、省部級項目近10項。
基本介紹
- 中文名:駱偉祺
- 職業:教師
- 學位/學歷:博士
- 職務:中山大學博士生導師
- 職稱:教授
研究領域,科研項目,教授課程,代表性論著,授權專利,
研究領域
數字媒體安全、金融大數據分析,模式識別、深度學習。
科研項目
國家自然科學基金面上項目主持 在研(61972430), 2020.01-2023.12
廣州市科技計畫項目 主持 在研(201707010167), 2017.05-2020.04
國家自然科學基金面上項目主持 在研(61672551), 2017.01-2020.12
廣東省特支計畫- 科技創新青年拔尖人才主持 在研(2015TQ01X365)(2016.06-2019.05)
霍英東教育基金-青年教師基金主持 在研(142003), 2014.03-2017.02
第八批“千百十人才培養工程” 中山大學校級培養對象(2014.11-至今)
國家自然科學基金青年基金/面上項目, 珠江科技新星專項, 中國博士後特別資助,廣東省自然科學基金等 [均為主持人,並已結題]
教授課程
機率統計;統計分析方法;複變函數;離散數學。
代表性論著
Selected Journal Papers:
Haodong Li, Weiqi Luo* (Corresponding author), Jiwu Huang " Localization of Diffusion-based Inpainting in Digital Images ", IEEE Trans. on Information Forensics and Security, Vol 12 (12) , pp 3050-3064, 2017
Haodong Li, Weiqi Luo* (Corresponding author) , Xiaoqing Qiu, Jiwu Huang "Image Forgery Localization via Integrating Tampering Possibility Maps", IEEE Trans. on Information Forensics and Security, Vol. 12(5), pp.1240 - 1252, 2017
Weixuan Tang, Haodong Li, Weiqi Luo* (Corresponding author) , Jiwu Huang "Adaptive Steganalysis Based on Embedding Probabilities of Pixels", IEEE Transactions on Information Forensics and Security, Vol.11(4),pp.734 - 745, 2016
Weiqi Luo, Yuangen Wang, Jiwu Huang “Detection of Quantization Artifacts and Its Applications to Transform Encoder Identification”, IEEE Transactions on Information Forensics and Security, Vol.5. No.4, pp.810-815, 2010.
Weiqi Luo, Jiwu Huang, Guoping Qiu, "JPEG Error Analysis and Its Applications to Digital Image Forensics", IEEE Transactions on Information Forensics and Security, Vol.5. No.3, pp.480-491. 2010.
Weiqi Luo, Fangjun Huang, Jiwu Huang, "Edge Adaptive Image Steganography Based on LSB Matching Revisited", IEEE Transactions on Information Forensics and Security, Vol.5. No.2, pp.201-214, 2010. [SCI高被引論文]
Weiqi Luo,Haodong Li, Qi Yan, Rui Yang and Jiwu Huang, "Improved Audio Steganalytic Feature and Its Applications in Audio Forensics", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), 2018
Haodong Li, Weiqi Luo* (Corresponding author) , Xiaoqing Qiu, Jiwu Huang "Identification of Various Image Operations Using Residual-based Features", IEEE Transactions on Circuits and Systems for Video Technology, Vol 28 (1), pp. 31-45, 2018
Shan Bian, Weiqi Luo* (Corresponding author) , Jiwu Huang "Exposing Fake Bit-rate Videos and Estimating Original Bit-rates", IEEE Transactions on Circuits and Systems for Video Technology, Vol.24(12), pp. 2144 - 2154, 2014
Da Luo, Weiqi Luo* (Corresponding author), Rui Yang, Jiwu Huang , "Identifying Compression History of Wave Audio and Its Applications", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP), Vol. 10, No. 3, Article 30, March 2014
Yanqiang Lei, Weiqi Luo* (Corresponding author) , Yuangen Wang, Jiwu Huang "Video Sequence Matching Based on the Invariance of Color Correlation", IEEE Transactions on Circuits and Systems for Video Technology, Vol.22, No.9, pp.1332-1343, 2012
Junhui He , Junxi Chen, Weiqi Luo, Shaohua Tang, Jiwu Huang, " A Novel High-Capacity Reversible Data Hiding Scheme for Encrypted JPEG Bitstreams", IEEE Transactions on Circuits and Systems for Video Technology, to appear
Selected Conference Papers:
Bolin Chen, Weiqi Luo* (Corresponding Author) and Peijia Zheng, Enhancing Steganography via Stego Post-processing by Reducing Image Residual Difference, ACM IH & MMsec 2019, to appear
Xiaoqing Deng, Bolin Chen, Weiqi Luo* (Corresponding author) and Da Luo, Fast and Effective Global Covariance Pooling Network for Image Steganalysis, ACM IH & MMsec 2019, to appear
Bolin Chen, Weiqi Luo*(Corresponding Author), Da Luo, Identification of Audio Processing Operations Based on Convolutional Neural Network, ACM IH & MMsec 2018, pp. 73-77
Huaxiao Mo, Bolin Chen, Weiqi Luo*(Corresponding Author), Fake Faces Identification via Convolutional Neural Network, ACM IH & MMsec 2018, pp.43-47
Bolin Chen, Weiqi Luo* (Corresponding author), Haodong Li, "Audio Steganalysis With Convolutional Neural Network ", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2017, pp. 85-90
Weixuan Tang, Haodong Li, Weiqi Luo * (Corresponding author), Jiwu Huang, "Adaptive Steganalysis against WOW Embedding Algorithm", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2014, pp. 91-96, 2014
Xiaoqing Qiu, Haodong Li, Weiqi Luo * (Corresponding author), Jiwu Huang, "A Universal Image Forensic Strategy Based on Steganalytic Model", ACM Information Hiding and Multimedia Security Workshop (IH&MMsec) 2014, pp. 165-170, 2014.
授權專利
駱偉祺, 黃繼武, "一種JPEG圖像合成區域的檢測方法", 專利號:ZL 200610036604.7 授權日: 2009.3.4
駱偉祺, 黃繼武, "一種魯棒的圖像區域複製篡改檢測方法" 專利號:ZL 200610036600.9 授權日: 2008.12.3
駱偉祺, 黃繼武, "一種對數字圖像JPEG壓縮的識別方法" 專利號:ZL 200910193718.6,授權日:2011.7.13
駱偉祺, 黃繼武, "一種基於彩色關係特徵的圖像近似拷貝檢測方法" 專利號: Zl 200910037650.2, 授權日:2011.3.23
駱偉祺, 黃方軍, 黃繼武, “一種基於相鄰像素差異的自適應空域隱寫方法” , 專利號:CN 101582157 B,授權日:2012.6.6
邊山(學生), 駱偉祺, 黃繼武, “一種視頻原始幀率的鑑定方法” , 專利號: CN102595186 B, 授權日:2014.1.1
羅達(學生), 駱偉祺, 楊銳, 黃繼武, “一種對數字音頻假音質WAVE的分析方法 ” , 專利號:CN 102394065 B, 授權日:2013.06.12
邊山(學生), 駱偉祺, 黃繼武, “一種用於偽高碼率視頻的鑑定方法 ” , 申請號:201310102134.X, 授權日:2016.06.22
丘曉青(學生), 李昊東(學生), 駱偉祺, 黃繼武, “一種基於隱寫分析的圖像拼接篡改檢測方法及裝置 ” , 專利號:ZL201410118902.5, 授權日:2017.02.15
邊山(學生), 駱偉祺, 黃繼武, “一種H264/AVC視頻的刪幀鑑定及刪幀數目估計的方法 ” , 申請號:CN2014102618422, 授權日:2017.04.19
張悅(學生),駱偉祺, " 一種自適應音頻空域隱寫方法",專利號:Zl 201610651588.6 授權日: 2019.7.19
張悅(學生),駱偉祺, " 一種基於壓縮域的MP3自適應隱寫方法",專利號:Zl 201610634457.7 授權日: 2019.7.19