個人經歷
2016.3 – 2016.6華為南京研究所 高級工程師
2007.9 – 2010.7汕頭大學,碩士
研究方向
計算機視覺、計算機圖形學,機器學習等
學術成果
已發表論文十餘篇,包含ICCV,CVPR,TIP等CCF認定A類會議和期刊。目前,主持或參與科研項目有重點研發、國家973項目、國家863項目、
國家自然科學基金項目2.Longquan Dai, Mengke Yuan, Zechao Li, Xiaopeng Zhang, Jinhui Tang: Hardware-Efficient Guided Image Filtering For Multi-Label Problem. In IEEE Conference on Computer Vision and Pattern Recognition 2017,Honolulu, HI, 2017, pp. 4905-4913.
3.Longquan Dai, Mengke Yuan, Xiaopeng Zhang: Speeding Up the Bilateral Filter: A Joint Acceleration Way. IEEE Transactions on Image Processing, vol. 25, no. 6, pp. 2657-2672, June 2016.
4.Longquan Dai, Mengke Yuan, Feihu Zhang, Xiaopeng Zhang. Fully Connected Guided Image Filtering. IEEE International Conference on Computer Vision 2015, Santiago, 2015, pp. 352-360.
5. Longquan Dai, Feihu Zhang, Xing Mei, Xiaopeng Zhang, Fast Minimax Path-Based Joint Depth Interpolation, IEEE Signal Processing Letters, vol. 22, no. 5, pp. 623-627, May 2015.
6.Longquan Dai, Haoxing Wang, Xiaopeng Zhang, Depth Map Upsampling Using Compressive Sensing Based model, Neurocomputing, vol. 154, pp. 325–336, April, 2015.
7.Longquan Dai, Mengke Yuan, Xiaopeng Zhang, Optimal Fitting Polynomial for Linear Time Bilateral Filters, Electronics Letters, vol. 51, no. 16, pp. 1249-1251, August 2015.
8.Longquan Dai, Mengke Yuan, Xiaopeng Zhang, Accelerate Bilateral Filter Using Hermite Polynomials. Electronics Letters, vol. 50, no. 20, pp. 1432–1434, September 2014.
9.Longquan Dai, Haoxing Wang, Xing Mei, Xiaopeng Zhang:Depth Map Upsampling via Compressive Sensing. IAPR Asian Conference on Pattern Recognition 2013, Naha, 2013, pp. 90-94.
10. Feihu Zhang,Longquan Dai, Mengke Yuan, Xiaopeng Zhang: Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing. In IEEE International Conference on Computer Vision 2015, Santiago, 2015, pp. 361-369.
11.Haoxing Wang,Longquan Dai, Xiaopeng Zhang. Consistent Segmentation Based Color Correction for Coarsely Registered Images. in IAPR Asian Conference on Pattern Recognition 2013, Naha, 2013, pp. 319-324.
12. Haoxing Wang,Longquan Dai, Xiaopeng Zhang: Edge Guided High Order Image Smoothing. in IAPR Asian Conference on Pattern Recognition 2013, Naha, 2013, pp. 682-686.
13. Jingwen Yan, Zhixi Wang,Longquan Dai, Daxiang Huang, Shuicheng Yan, Remash Jain. Image Denoising with Grouplet Transform. in International Conference on Advanced Computer Control, Shenyang 2010, pp. 65-69.