鄧欣
人物簡歷
教育經歷
[1].2016.8 -- 2020.3 倫敦帝國理工學院 信息與通信工程 博士研究生畢業 工學博士學位
[2].2013.9 -- 2016.1 北京航空航天大學 信息與通信工程 碩士研究生畢業 工學碩士學位
[3].2009.9 -- 2013.6 北京航空航天大學 信息與通信工程 大學本科畢業 工學學士學位
工作經歷
[1].2020.4 -- 至今 北京航空航天大學
社會任職
作為項目負責人承擔國家自然科學基金青年項目一項，作為子課題負責人參與國家自然科學基金首批原創探索項目一項,承擔中國人工智能學會-華為MindSpore基金一項。承擔本科生課程「圖像信號處理」及研究生課程「圖像處理與信息隱藏」相關教學工作。擔任IEEE TPAMI, TIP, TIT，JSTSP, TCSVT等國際知名期刊審稿人。
學術成果
論文
[13] Zhenyu Guan, Junpeng Jing, Xin Deng*, Mai Xu, et al. 「 DeepMIH: Deep Invertible Network for Multiple Image Hiding」, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)，2022, early access.
[12] Fangyuan Gao, Xin Deng*, Mai Xu and Jingyi Xu, 「 Multi-modal Convolutional Dictionary Learning」，IEEE Transactions on Image Processing (TIP), 2022, early access.
[11] Xin Deng, Yutong Zhang, Mai Xu, Shuhang Gu, and Yiping Duan, 「 Deep Coupled Feedback Network for Exposure Fusion and Image Super-Resolution」，IEEE Transactions on Image Processing (TIP), vol.30, pp 3098-3112，2021.
[10] Xin Deng, Wenzhe Yang, Ren Yang, Mai Xu, Enpeng Liu, Qianhan Feng, and Radu Timofte, 「 Deep Homography for Efficient Stereo Image Compression」, Computer Vision and Pattern Recognition (CVPR), 2021. ORAL (計算機視覺領域頂級會議,CCF A類)
[9] Xin Deng, Hao Wang, Mai Xu, Yichen Guo, Yuhang Song, Yang Li. "LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-resolution." Computer Vision and Pattern Recognition (CVPR), 2021. (計算機視覺領域頂級會議，CCF A類)
[8] Junpeng Jing, Xin Deng (共一), Mai Xu, Jianyi Wang, Zhenyu Guan,. "HiNet: Deep Image Hiding by Invertible Network." IEEE International Conference on Computer Vision (ICCV), 2021. (計算機視覺領域頂級會議，CCF A類)
[7] Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng*， 「Joint learning of 3D lesion segmentation and classification for explainable COVID-19 diagnosis」，IEEE Transactions on Medical Imaging (TMI), 2021, 40(9): 2463-2476.
[6] Xin Deng and Pier Luigi Dragotti, 「 Deep Convolutional Neural Network for Multi-modal image restoration and fusion」, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)，2020.
[5] Pingfan Song, Xin Deng (共一), Joao F.C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, and Miguel Rodrigues, 「Multimodal Image Super resolution via Joint Sparse Representations induced by Coupled Dictionaries」, IEEE Transactions on Computational Imaging (TCI), vol 6，pp 57-72, 2020.
[4] Xin Deng and Pier Luigi Dragotti, 「Deep Coupled ISTA Network for Multi-modal Image Super-resolution」, IEEE Transactions on Image Processing (TIP), vol.29, pp 1683 –1698, 2019.
[3 Xin Deng, Ren Yang, Mai Xu and Pier Luigi Dragotti, 「Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-resolution」, IEEE International Conference on Computer Vision (ICCV) 2019, ORAL (計算機視覺領域頂級會議，CCF A類)
[2] Xin Deng, Pingfan Song, Miguel R. D. Rodrigues and Pier Luigi Dragotti, 「RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning」, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019
[1] Xin Deng, 「Enhancing Image Quality via Style Transfer for Single Image Super-Resolution」, IEEE Signal Processing Letters, vol. 25, pp 571-575, 2018.
獲獎情況
獲得倫敦帝國理工學院 Eryl Cadwallader Davies Prize （優秀博士論文獎），以及2021年度中國圖象圖形學學會石青雲女科學家獎（青英組）。[1]