簡 歷:
長期從事計算機視覺,視頻圖像分析與處理方向的研究工作,目前的研究興趣為計算機視覺在智能農(nóng)業(yè)領域的應用。作為負責人承擔了國家重點研發(fā)計劃課題,國家自然科學基金面上項目等多個國家項目。在IEEE T-MM,IEEE T-CSVT,IJCAI等國內(nèi)外學術期刊和會議上發(fā)表論文70余篇,擁有授權發(fā)明專利10余項,長期擔任IEEE T-CSVT, IEEE T-MM等國際期刊審稿人,IJCAI/AAAI等頂級國際會議PC Member。獲得2011年多媒體旗艦會議ICME最佳論文候選,2018年中國多媒體大會最佳論文獎與杰出展示獎。2014年獲北京市科學技術一等獎。?
工作經(jīng)歷:?
2021年12月 — 今:中國科學院計算技術研究所,博士生導師?
2011年9月 — 今:中國科學院計算技術研究所,副研究員/碩士生導師?
2008年7月 — 2011年9月:中國科學院計算技術研究所,助理研究員?
學習經(jīng)歷:
2002年9月 — 2008年7月:中國科學院計算技術研究所,計算機應用,博士?
1998年9月 — 2002年7月:清華大學,計算機科學與技術,本科?
主要論著:
學術文章:
[1] Feng Dai; Bin Chen; Hang Xu; Yike Ma; Xiaodong Li; Bailan Feng; Peng Yuan; Chenggang Yan; Qiang Zhao*; Unbiased IoU for Spherical Image Object Detection, 36th AAAI Conference on Artificial Intelligence (AAAI 2022), Vancouver, BC, Canada. (CCF A類會議)
[2] Qiang Zhao; Yike Ma*; Chen Zhu; Chunfeng Yao; Bailan Feng; Feng Dai; Image Stitching via Deep Homography Estimation, Neurocomputing, 2021, 450, 219-229.(IF=4.685,CCF C類期刊,中科院2區(qū),WOS1區(qū))
[3] Feng Dai; Hao Liu; Yike Ma; Xi Zhang; Qiang Zhao?; Dense Scale Network for Crowd Counting, ACM International Conference on Multimedia Retrieval (ICMR 2021), Taibei, Taiwan. (CCF B類會議)
[4] Hao Liu; Qiang Zhao; Yike Ma; Feng Dai*; Bipartite Matching for Crowd Counting with Point Supervision, The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montreal, Canada. (CCF A類會議)
[5] Feng Dai; Youqiang Zhang; Yike Ma; Hongliang Li; Qiang Zhao*; Dilated Convolutional Neural Networks for Panoramic Image Saliency Prediction, The 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain. (CCF B類會議)
[6] Qiang Zhao; Feng Dai; Jing Lv; Yike Ma; Yongdong Zhang; Panoramic Light Field From Hand-Held Video and Its Sampling for Real-Time Rendering, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(4), 1011-1021. (IF=5.719,CCF B類期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[7] Feng Dai, Chen Zhu, Yike Ma, Juan Cao, Qiang Zhao*, Yongdong Zhang “Freely Explore the Scene with 360 Field of View”, The 26th IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2019. (CCF A類會議)
[8] Xuehui Wang, Feng Dai*, Yike Ma, Junbo Guo, Qiang Zhao, Yongdong Zhang, ” Near-Infrared Image Guided Neural Networks For Color Image Denoising”, International Conference on Acoustics, Speech, and Signal Processing(ICASSP 2019), UK, Brighton.? (CCF B類會議)
[9] Guoqing Jin, Shiwei Shen, Dongming Zhang*, Feng Dai, Yongdong Zhang,”APE-GAN: Adversarial Perturbation Elimination With Gan”, International Conference on Acoustics, Speech, and Signal Processing(ICASSP 2019), UK, Brighton. (CCF B類會議)
[10] Qiang Zhao, Zhu Chen, Feng Dai*, Yike Ma, Guoqing Jin, and Yongdong Zhang, “Distortion-aware CNNs for Spherical Images”, International Joint Conference on Artificial Intelligence, IJCAI 2018, Stockholm, Sweden. (CCF A類會議)
[11] Jing Lyu, Feng Dai*, Qiang Zhao, Hongliang Li, Yike Ma and Yongdong Zhang, “Panoramic Light Field Video Acquisition” IEEE International Conference on Multimedia and Expo (ICME) 2018, San Diego, USA.(CCF B類會議)
[12] Rihui Wu; Adrian Jarabo; Jinli Suo; Feng Dai; Yongdong Zhang; Qionghai Dai and Diego Gutierrez “Adaptive Polarization-Difference Transient Imaging for Depth Estimation in Scattering Media”? Optics Letters,43(6), pp. 1299-1302, 2018. (中科院2區(qū),WOS1區(qū))
[13] Qiang Zhao, Feng Dai, Yike Ma, Liang Wan, Jiawan Zhang, and Yongdong Zhang “Spherical Superpixel Segmentation”, IEEE Transactions on Multimedia 2018,20(6), pp1406-1417,2018. (IF=6.513,CCF B類期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[14] Rihui Wu, Jinli Suo, Feng Dai, Yongdong Zhang, and Qionghai Dai, "Scattering robust 3D reconstruction via polarized transient imaging," Optics Letters, 2016, 41(17), 3948-3951. (光學頂級期刊,中科院2區(qū))
[15] Chenggang Yan, Yongdong Zhang, Jizheng Xu, Feng Dai, Jun Zhang, Qionghai Dai, Feng Wu, "Efficient Parallel Framework for HEVC Motion Estimation on Many-Core Processors," Circuits and Systems for Video Technology, IEEE Transactions on , vol.24, no.12, pp.2077-2089, 2014. (CCF B類期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[16] Lingling Tong, Feng Dai*, Dongming Zhang and Yongdong Zhang,” Encoder combined video moving object detection”, Neurocomputing, 139 (2014): 150-162. (Neurocomputing)
[17] Chenggang Yan, Yongdong Zhang, Feng Dai and Liang Li, “Highly Parallel Framework for HEVC Motion Estimation on Many-core Platform”, Data Compression Conference (DCC),2013. (CCF B類會議)
[18] Chenggang Yan, Yongdong Zhang, Feng Dai and Liang Li, “Efficient Parallel Framework for HEVC Deblocking Filter on Many-core Platform”, Data Compression Conference (DCC),2013. (CCF B類會議)
[19] Yongdong Zhang, Chenggang Yan, Feng Dai, Yike Ma, “Efficient Parallel Framework for H.264/AVC Deblocking Filter on Many-core Platform”,IEEE Transactions on Multimedia, VOL. 14, NO. 3, pp 510-524, June 2012. (CCF B類期刊,IEEE Trans,中科院1區(qū),WOS1區(qū))
[20] Chenggang Yan, Feng Dai, Yongdong Zhang, Yike Ma, Licheng Chen, LingjunFan, Yasong Zheng: “Parallel Deblocking Filter For H.264/AVC Implemented On Tile64 Platform”,International Conference on Multimedia and Expo(ICME),2011. (CCF B類會議, 最佳論文候選)
[21] Like Yu, Feng Dai, Yongdong Zhang and Shouxun Lin, “Efficient Video Coding Optimization using a Novel Perceptual Distortion Model”, Data Compression Conference (DCC),2011. (CCF B類會議)
[22] Lingling Tong, Feng Dai, Yongdong Zhang and Jintao Li, “Visual Security Evaluation for Video Encryption,” ACM International Conference on Multimedia (ACM MM), 2010. (CCF A類會議)
[23] Feng Dai, Yanfei Shen, Yongdong Zhang, Shouxun Lin, “The Most Efficient Tile Size In Tile-Based Cylinder Panoramic Video Coding And Its Selection Under Restriction Of Bandwidth”, 2007 IEEE International Conference on Multimedia & Expo(ICME’07) ) (CCF B類會議)
[24] Zhang Yong-dong, Dai Feng, Lin Shou-xun. “Fast 4×4 Intra-prediction Mode Selection for H.264”, 2004 IEEE Int. Conf. Multimedia &Expo (ICME2004), TaiWan, China, July 2004.(CCF B類會議)
專利:?
[1]?一種恢復深度信息的圖像處理的方法(授權號:201510490628.9)?
[2]?一種基于觀測矩陣的壓縮感知成像及圖像重建方法(授權號:201510551103.1)?
[3]?一種基于動態(tài)光散射技術的懸浮顆粒粒徑測量裝置及方法(授權號: 201510483564.X)?
[4]?一種光場圖像前后景自動分割方法(申請?zhí)?span lang="EN-US">:201510670734.5)?
[5]?面向排序測度特征的圖像匹配方法及系統(tǒng)(授權號:201410646014.0)?
[6]?基于排序測度特征的圖像檢索方法及系統(tǒng) (授權號:201410645743.4)?
[7]?一種視頻編解碼中去塊濾波方法 (授權號:201110007133.8)?
[8]?支持音視頻解碼自適應的系統(tǒng)及其方法(授權號:200910084861.1)?
[9]?保證特定區(qū)域顯示質(zhì)量的視頻編碼的方法和裝置(授權號:200910083722.7)?
[10] 隱私區(qū)域置亂的視頻中誤差漂移的抑制方法與系統(tǒng)(授權號:200910093974.8)?
[11] 一種柱面全景視頻編碼的塊尺寸計算方法和傳輸方法(授權號:200710175443.4)?
科研項目:
獲獎及榮譽:
2018年中國多媒體大會最佳論文獎
2018年中國多媒體大會杰出展示獎
2014年北京市科學技術獎一等獎 (排名第8)
2011年ICME最佳論文候選
代鋒 副研究員
研究方向:
所屬部門:前瞻研究實驗室
導師類別:博導計算機應用技術
聯(lián)系方式:fdai@ict.ac.cn
個人網(wǎng)頁: