Biography
Longquan Dai is an Assistant Professor in Intelligent Media Analysis Group (IMAG) at School of Computer Science and Engineering, Nanjing University of Science and Technology (NJUST). He received his B.A., M.S. and Ph.D. degrees from Henan University of Technology (HAUT) in 2006, Shantou Univeristy (STU) in 2010 and National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA) in 2016, respetively. Before jointing IMAG, he was a senior engineer of Huawei Technologies Co. Ltd. His Master and Doctoral supervisors are Prof. Minfen Shen who was the dean of the College of Engineering and Prof. Xiaopeng Zhang a member of Sina-European Laboratory of Informatics and Applied Mathematics (LIAMA).
Research: Image Processing, Computer Vision, Machine Learning and Computational Photography
Email: lqdai at foxmail dot com or dailongquan at njust dot edu dot cn
Address: Room 2079, School of Computer Science and Technology, Nanjing Univeristy of Science and Technology, Nanjing, China.
Service
Longquan Dai serverd as a reviewer for
- IEEE Transactions on Neural Networks and Learning Systems
- IEEE Transactions on Cybernetics
- IEEE Transactions on Image Processing
- IEEE Transactions on Circuits and Systems for Video Technology
- IEEE Signal Processing Letters
- Neurocomputing
- Electronics Letters
- Information Sciences
Publications
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Interpreting and Extending The Guided Filter Via Cyclic Coordinate Descent
IEEE Transactions on Image Processing (TIP 2019)
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Hyper-Laplacian Regularized Multilinear Multi-View Self-Representations for Clustering and Semi-supervised Learning
IEEE Transactions on Cybernetics (TCYB 2019)
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Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution
Conference and Workshop on Neural Information Processing Systems (NIPS 2018)
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Hardware-Efficient Guided Image Filtering For Multi-Label Problem
Twenty-ninth IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017)
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Joint Depth Map Interpolation and Segmentation with Planar Surface Model
ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia 2016) Technical Briefs
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Speeding Up the Bilateral Filter: A Joint Acceleration Way
IEEE Transactions on Image Processing (TIP 2016)
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Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing
IEEE Conference on Computer Vision and Pattern Recognition (ICCV 2015)
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Fully Connected Guided Image Filtering
IEEE Conference on Computer Vision and Pattern Recognition (ICCV 2015)
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Optimal Fitting Polynomial for Linear Time Bilateral Filters
Electronics Letters (EL 2015)
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Fast Minimax Path-Based Joint Depth Interpolation
IEEE Signal Processing Letters (SPL 2015)
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Depth Map Upsampling Using Compressive Sensing Based Model
Neurocomputing 2015
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Accelerate Bilateral Filter Using Hermite Polynomials
Electronics Letters (EL 2014)
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Edge Guided High Order Image Smoothing
IAPR Asian Conference on Pattern Recognition (ACPR 2013)
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Consistent Segmentation Based Color Correction for Coarsely Registered Images
IAPR Asian Conference on Pattern Recognition (ACPR 2013)
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Depth Map Upsampling via Compressive Sensing
IAPR Asian Conference on Pattern Recognition (ACPR 2013)
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Image Denoising with Grouplet Transform
International Conference on Advanced Computer Control (ICACC 2010)
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基于图像分解和区域分割的数字图像修复
电子测量与仪器学报 (JEMI 2009)
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基于遗传最小二乘小波支持向量机的分类研究
中国人工智能学会第十三届学术年会 (CAAI 2009)
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Patents
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CN Patent -
CN Patent No. CN105608684 B -
CN Patent
Teaching
I am a teaching instructor for the following courses at Nanjing University of Science and Technology:
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