鄒文斌

男，博士，深圳大學副教授、博士生導師，深圳市孔雀計劃海外高層次人才，深圳市南山區(qū)領(lǐng)航人才，深圳大學優(yōu)秀青年教師（荔園優(yōu)青）。擔任廣東省普通高校智能視覺感知與理解創(chuàng)新團隊負責人、深圳市深大愛培科智能駕駛技術(shù)研發(fā)中心理事長、深圳市現(xiàn)代機器學習與應用重點實驗室副主任、深圳大學圖像處理與機器學習理論及應用交叉學科創(chuàng)新團隊副組長。2010年于北京大學獲軟件工程專業(yè)碩士學位，2014年于法國雷國立應用科學院獲圖像與信號處理專業(yè)博士學位。2014年至2015年在法國國立路橋大學任博士后研究員。2015年7月至今任職于深圳大學電子與信息工程學院。長期從事計算機視覺、圖像處理方面的研究，發(fā)表包括國際權(quán)威期刊IEEE T-IP、IEEE T-MM、IEEE T-CSVT，國際頂級會議ICCV等在內(nèi)的SCI/EI論文90余篇。主持國家自然科學基金3項（面上2項、青年1項）、廣東省自然科學基金面上項目1項、廣東省教育廳創(chuàng)新團隊項目1項，參與國家自然科學基金面上項目2項。

研究興趣：

計算機視覺、圖像處理、深度學習

招生方向：

計算機視覺（博士后）、信息與通信工程（博士、學碩）、電子與通信工程（專碩）

培養(yǎng)目標：

健全的人格、良好的書面和口頭表達能力、獨立的科研能力

教授課程：

《計算機視覺算法及其應用》《Matlab與Python編程》《C程序設(shè)計》

獲獎信息：

1.深圳市孔雀計劃海外高層次人才

2.深圳市南山區(qū)領(lǐng)航人才

3.深圳大學優(yōu)秀青年教師（荔園優(yōu)青，2016年至今）

4.2019年廣東高校科技成果轉(zhuǎn)化路演大賽二等獎

5.2019年廣東“眾創(chuàng)杯”創(chuàng)業(yè)創(chuàng)新大賽金獎

6. 2020年深圳市坪山區(qū)創(chuàng)業(yè)創(chuàng)新大賽二等獎

7.國際挑戰(zhàn)賽ECCV 2018 ApolloScape: Vision-based Navigation for Autonomous Driving 第一名

8.國際挑戰(zhàn)賽CVPR 2018 WAD Video Segmentation Challenge 第三名

近五年主持科研項目清單：

1. 國家自然科學基金面上項目，批準號：62171294，面向視障出行的復雜道路環(huán)境感知，2022/01-2025/12

1. 國家自然科學基金面上項目，批準號：61771321，時空約束的協(xié)同視覺顯著性檢測與目標跟蹤，2018/01-2021/12

2. 國家自然科學基金青年項目，批準號：61401287， 聯(lián)合顯著性檢測和對象分割的算法研究，2015/01-2017/12

3. 廣東省教育廳創(chuàng)新團隊，批準號：2018KCXTD027，智能視覺感知與理解，2019/07-2022/06

4. 廣東省自然科學基金--面上項目，批準號：2020A1515010959，基于視頻顯著性檢測引導的目標跟蹤算法研究，2019/10-2022/09

5.深圳市殘疾人綜合服務(wù)中心--康復輔助器具項目，批準號：F02，便于盲人出行的無障礙導盲系統(tǒng)，2020/06-2021/04，

6. 深圳市海外高層次人才創(chuàng)新創(chuàng)業(yè)專項資金技術(shù)創(chuàng)新項目，批準號：KQJSCX20170327151357330，海量視頻的協(xié)同顯著性檢測與目標跟蹤關(guān)鍵算法研究，2017/07-2020/06

7. 深圳市新引進高端人才科研啟動項目,面向無人機的運動目標檢測、識別與跟蹤算法的研究，2016/07-2019/06

8. 深圳市科創(chuàng)委基礎(chǔ)研究項目,面向視頻大數(shù)據(jù)的快速視覺顯著性檢測及目標分割算法，2016/07-2018/06

9. 企業(yè)橫向，智能駕駛技術(shù)研發(fā), 2016-2021

部分代表性期刊論文：

[1] W. Zou et al. “Unsupervised Joint Salient Region Detection and Object Segmentation”,IEEE Transactions on Image Processing, (23) 3858 – 3873,2015

[2] W. Zou et al. “Online Glocal Transfer for Automatic Figure-ground Segmentation”,IEEE Transactions on Image Processing, (23) 3858 – 3873,2014

[3] Y. Chen, W. Zou* et al. "SCOM: Spatiotemporal Constrained Optimization for Salient Object Detection",IEEE Transactions on Image Processing, vol. 27, no. 7, pp. 3345-3357, July 2018.

[4] Y. Yuan#, W. Zou# et al. “A Robust and Efficient Approach to License Plate Detection”,IEEE Transactions on Image Processing, 2017 (3) 1102 - 1114

[5] Z. Liu#, W. Zou# et al. “Saliency Tree: A Novel Saliency Detection Framework”,IEEE Transactions on Image Processing, (5) 1937 – 1952,2014

[6] Y. Tang, W. Zou* et al. " Weakly Supervised Salient Object Detection with Spatiotemporal Cascade Neural Networks",IEEE Transactions on Circuits and Systems for VideoTechnology, 2019

[7] Z. Jin, T. Tillo, W. Zou* et al. “Robust Plane Detection using Depth Information from a Consumer Depth Camera”,IEEE Transactions on Circuits and Systems for Video Technology, 2020

[8] B. Lei, W. Hou, W. Zou* et al. "Longitudinal score prediction for Alzheimer’s disease based on ensemble correntropy and spatial–temporal constraint",Brain Imaging and Behavior, DOI: 10.1007/s11682-018-9834-z

[9] S. Jiao, W. Zou* “High-resolution parallel phase-shifting digital holography using a low-resolution phase-shifting array device based on image inpainting”,Optics Letters, (42) 482-485,2017

[10] S. Jiao, Z. Zhuang, W. Zou* “Fast computer generated hologram calculation with a mini look-up table incorporated with radial symmetric interpolation”,Optics Express, (25) 112-123,2017

[11] S. Jiao, P. Tsang, T. Poon, J. Liu, W. Zou et al. “Enhanced Autofocusing in Optical Scanning Holography Based on Hologram Decomposition”,IEEE Transactions on Industrial Informatics, (13) 2455-2463, 2017.

[12] C. Xiang, L. Zhang, W. Zou* et al. “MS-CapsNet: A Novel Multi-Scale Capsule Network”,IEEE Signal Processing Letters, DOI: 10.1109/LSP.2018.2873892, 2018

[13] S. Jiao, C. Zhou, Y. Shi, W. Zou, Xia Li, “Review on optical image hiding and watermarking techniques”,Optics & Laser Technology, Volume 109, 2019, Pages 370-380

[15] S. Jiao, W. Zou* et al. “QR code based noise-free optical encryption and decryption of a gray scale image”,Optics Communications, (387) 235-240,2017

[14] S. Jiao, C. Zhou, W. Zou*et al. “Shift, rotation and scale invariant optical information authentication with binary digital holography”,Optics Communications, (405)53-59,2017

[15] Z. Zhuang, S. Jiao, W. Zou*et al. “Embedding intensity image into a binary hologram with strong noise resistant capability”,Optics Communications, (11)245-251, 2017

[16] S. Jiao, Z. Zhuang, C. Zhou, W. Zou*, X. Li, “Security enhancement of double random phase encryption with a hidden key against ciphertext only attack”,Optics Communications, 418, 106-114, 2018

[17] S. Jiao, G. Li, C. Zhou, W. Zou*et al. “Special ciphertext only attack to double random phase encryption by plaintext shifting with speckle correlation”,Journal of the Optical Society of America A: Optics, Image Science & Vision, (35) A1-A6, 2018

[18] S. Jiao, Z. Jin, C. Zhou, W. Zou*et al. “Is QR code an optimal choice of data container in optical encryption from an error correction coding perspective?”,Journal of the Optical Society of America A: Optics, Image Science & Vision, (35) A23-A29, 2018

[19] W. Zou*et al. “Automatic Foreground Extraction via joint CRF and Online Learning”,Electronics Letter, 49 (18), 1140-1142, 2013

[20] S. Jiao, C. Zhou, W. Zou*, X. Li, “Non-destructive ghost authentication for single-pixel imaging in mass user environment”,Laser Physics28 (9), 2018

[21] H. Lei, H. Xie, W. Zou*et al. “Hierarchical Saliency Detection via Probabilistic Object Boundaries”,International Journal of Pattern Recognition and Artificial Intelligence, (6)1-23, 2017

部分代表性會議論文：

[1]W. Zou*et al. “HARF: Hierarchy-associated Rich Features for Salient Object Detection”,IEEE International Conference on Computer Vision, 2015

[2]W. Zou*et al. “Segmentation Driven Low-rank Matrix Recovery for Saliency Detection”,British Machine Vision Conference, 2013

[3]W. Zou*et al. “Semantic image segmentation using region bank”,International Conference on Pattern Recognition,2012

[4]W. Zou*et al. “Semantic Segmentation via Sparse Coding over Hierarchical Regions”,IEEE International Conference on Image Processing, 2012

[5]D. Wu,W. Zou*et al. “Kernalised Multi-resolution Convnet for Visual Tracking”,IEEE Conference on Computer Vision and Pattern Recognition, 2017

[6]Y. Tang,W. Zou*et al. "Multi-Scale Spatiotemporal Conv-LSTM Network for Video Saliency Detection", ACMInternational Conference on Multimedia Retrieval, 2018

[7]Y. Chen,W. Zou*et al. "Video Salient Object Detection via MultipleTime-scale Analysis",IEEE International Conference on Image Processing, 2018

[8]Y. Tang,W. Zou*et al. “Multi-modal Metric Learning for Vehicle Re-identification in Traffic Surveillance Environment”,IEEE International Conference on Image Processing, 2017

[9]Z. Jin,W. Zou*et al. “A CNN Cascade for Quality Enhancement of Compressed Depth images”,IEEE International Conference on Visual Communication and Image Processing, 2017

專利：

(1) 一種基于二元分割樹的區(qū)域特征描述方法及系統(tǒng),申請?zhí)枺?/span>201510924918.X

(2) 基于多目標函數(shù)深度學習的車輛重識別方法及裝置，申請?zhí)枺?/span>201710015898.3

(3) 一種基于時空約束的視頻顯著性檢測方法及系統(tǒng),申請?zhí)枺?/span>201710437947.2

(4) 一種基于時空約束的視頻顯著性檢測方法及系統(tǒng),申請?zhí)枺?/span>PCT/CN2017/087709

(5) 一種灰度圖像編碼隱藏方法及裝置、解碼方法及裝置，申請?zhí)枺?/span>201710451885.0

(6) 一種基于多分辨率神經(jīng)網(wǎng)絡(luò)的目標跟蹤方法及系統(tǒng)，申請?zhí)枺?/span>201710570207.6

(7) 基于光學加密和解密技術(shù)的圖像加密和解密方法及裝置,申請?zhí)枺?/span>PCT/CN2016/105931

(8) 基于光學加密和解密技術(shù)的圖像加密和解密方法及裝置,申請?zhí)枺?/span>201611036562.7

(9) 基于全卷積神經(jīng)網(wǎng)絡(luò)的壓縮雙目圖像質(zhì)量增強方法及裝置，申請?zhí)枺?/span>201710600916.4

(10) 基于全卷積神經(jīng)網(wǎng)絡(luò)的壓縮深度圖質(zhì)量增強方法及裝置，申請?zhí)枺?/span>201710602293.4

(11) 一種魯棒的基于深度信息的平面檢測方法及系統(tǒng)，申請?zhí)枺?/span>201710866367.5

(12) 一種魯棒的基于深度信息的平面檢測方法及系統(tǒng)，申請?zhí)枺?/span>PCT/CN2017/102947

(13) 圖像信息的隱藏方法及裝置、解密方法及裝置，申請?zhí)枺?/span>201810792079.4

(14) 圖像信息的隱藏方法及裝置、解密方法及裝置，申請?zhí)枺?/span>PCT/CN2018/096149

(15) 軌跡預測方法及裝置，申請?zhí)枺?/span>PCT/CN2018/095144

(16) 軌跡預測方法及裝置，申請?zhí)枺?/span>201810752554.5

(17) 基于弱監(jiān)督時空級聯(lián)神經(jīng)網(wǎng)絡(luò)的顯著目標檢測方法及系統(tǒng)，申請?zhí)枺?/span>PCT/CN2018/071902

(18) 基于弱監(jiān)督時空級聯(lián)神經(jīng)網(wǎng)絡(luò)的顯著目標檢測方法及系統(tǒng)，申請?zhí)枺?/span>2018100186723

(19) 一種加/解密方法、加/解密端及雙隨機相位加解密系統(tǒng)，申請?zhí)枺?/span>PCT/CN2017/113261

(20) 一種加/解密方法、加/解密端及雙隨機相位加解密系統(tǒng)，申請?zhí)枺?/span>201711213115.9

聯(lián)系方式：

辦公室：電子與信息工程學院N605

E-mail：wzou@szu.edu.cn