人物經(jīng)歷
主要經(jīng)歷:
(1) 2013.06至今 ? 天津大學(xué)電氣自動化與信息工程學(xué)院,電子信息工程系,副教授
(2) 2010.04-2013.06 天津大學(xué)電子信息工程學(xué)院,電子信息工程系, 講師
(3) 2006.06-2010.01 ?哈爾濱工業(yè)大學(xué),博士生
(4) 2004.09-2006.07? 哈爾濱工業(yè)大學(xué),碩士生
(5) 2000.09-2004.07? 哈爾濱工業(yè)大學(xué),本科生
科研方向
主要研究方向:
(1) 多媒體信號處理
(2) 多媒體信息安全
(3) 深度神經(jīng)網(wǎng)絡(luò)
著述成果
主要科研項目:
(1) 國家自然科學(xué)基金 (項目負(fù)責(zé)人)模擬視覺系統(tǒng)信息處理機制的生物啟發(fā)式圖像哈希研究
(2) 國家自然科學(xué)基金 (項目負(fù)責(zé)人)媒體魯棒哈希函數(shù)的分析模型及性能極限研究
(3) 教育部博士點基金(項目負(fù)責(zé)人)基于非負(fù)張量分解的視頻魯棒哈希函數(shù)算法研究
(4) 天津市應(yīng)用基礎(chǔ)與前沿技術(shù)研究計劃-青年基金(項目負(fù)責(zé)人)
(5) 深圳市重點實驗室開放課題(項目負(fù)責(zé)人)
(6) 天津大學(xué)北洋學(xué)者-青年骨干教師計劃資助(項目負(fù)責(zé)人)
代表性論著、學(xué)術(shù)著作:
(1) Y. N. Li , P. Wang, Y. T. Su. Robust image hashing based on selective quaternion invariance, IEEE Signal Processing Letters, 2015, 22(12), 2396-2400.
(2) Y. N. Li. Robust content fingerprinting algorithm based on sparse coding, IEEE Signal Processing Letters, 2015, 22(9), 1254-1258.
(3) Y. N. Li. Quaternion polar harmonic transforms for color images, IEEE Signal Processing Letters, 2013, 20(8), 803-806.
(4) Y. N. Li, Z. M. Lu, C. Zhu, X. M. Niu. Robust image hashing based on random Gabor filtering and dithered lattice vector quantization, IEEE Trans. on Image Processing, 2012, 21(4), 1963-1980.
(5) Y. N. Li. Image copy-move forgery detection based on polar cosine transform and approximate nearest neighbor searching, Elsevier: Forensic Science International, 2013, 224(1-3), 59-67.
(6) Y. N. Li, H. Luo. Approximate nearest neighbor based feature quantization algorithm for robust hashing, IEICE Trans. on Information and Systems, 2012, E95D(12), 3109-3112.
(7) Y. N. Li, Z.M. Lu, X.M. Niu. Fast video shot boundary detection framework employing pre-processing techniques, IET Image Processing, 2009, 3(3), 121-134.
(8) Y. N. Li, X. P. Chen. Robust and compact video descriptor learned by deep neural network, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
(9) Y. N. Li, P. Wang. Robust image hashing based on low-rank and sparse decomposition, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
(10)?C. Zhu, Y. N. Li. Advanced Video Communications over Wireless Networks,CRC Press.
講授課程
主要講授課程:
(1) 計算機軟件技術(shù)基礎(chǔ)(本科生)
社會兼職
其他(社會兼職等):
IEEE會員
IEEE Trans. Image Processing / Information forensics and security/ Broadcasting/ Signal processing letters; IET image processing; Digital signal processing; Pattern Recognition Letters, Multidimensional Systems and Signal Processing等期刊審稿人。