博士，讲师，福建省教育厅“虚拟现实与三维可视化”高校重点实验室成员。在IEEE Transactions国际期刊和高水平会议上发表论文多篇。以第一发明人授权国家发明专利10项。

研究方向：计算机视觉，深度学习，数字图像处理

电子邮箱：danpingl@xmut.edu.cn

教育背景

2011.08-2017.12 浙江大学 计算机科学与技术 工学博士

2015.01-2016.12 加拿大Simon Fraser University 国家公派联合培养博士

2006.09-2011.06 南开大学 软件工程 工学学士

工作经历

2025.03-至今 九游会j9官网登陆入口 讲师

2020.07-2024.02 浙江省视觉智能创新中心有限公司 高级算法专家

2019.08-2020.07 浙江省北大信息技术高等研究院 算法专家

2018.03-2018.07 杭州海康威视数字技术股份有限公司 算法工程师

发表论文

[1] Danping Liao, Yuntao Qian, Jun Zhou, Yuan Yan Tang. A Manifold Alignment Approach for Hyperspectral Image Visualization With Natural Color. IEEE Transactions on Geoscience and Remote Sensing (2016). (SCI 一区)

[2] Danping Liao, Yuntao Qian, Yuan Yan Tang. Constrained Manifold Learning for Hyperspectral Imagery Visualization. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2017). (SCI 二区)

[3] Danping Liao, Yuntao Qian. Paper evolution graph: multi-view structural retrieval for academic literature.

Frontiers of Information Technology & Electronic Engineering (2017). (SCI 三区)

[4] Peng Peng, Danping Liao, Ze-Nian Li. An efficient temporal distortion measure of videos based on spacetime texture. Pattern Recognition (2017). (SCI 一区)

[5] Danping Liao, Siyu Chen, Yuntao Qian. Visualization of Hyperspectral Images Using Moving Least Squares.

IEEE International Conference on Pattern Recognition (ICPR 2018). (EI 会议)

[6] Danping Liao, Yuntao Qian, Ze-Nian Li. Semisupervised manifold learning for color transfer between multiview images. IEEE International Conference on Pattern Recognition (ICPR 2016). (EI 会议)

[7] Danping Liao, Yuntao Qian, Jun Zhou. Visualization of Hyperspectral Imaging Data Based on Manifold Alignment.

IEEE International Conference on Pattern Recognition (ICPR 2014). (EI 会议)

[8] Danping Liao, Minchao Ye, Sen Jia, Yuntao Qian. Noise reduction of hyperspectral imagery based on nonlocal tensor factorization. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013). (EI 会议)

[9] Danping Liao, Minchao Ye, Sen Jia, Yuntao Qian. Visualization of hyperspectral imagery based on manifold learning. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013). (EI 会议)

[10] Minlong Lu, Danping Liao, Ze-Nian Li. Learning Spatiotemporal Attention for Egocentric Action Recognition.

International Workshop on Egocentric Perception, Interaction and Computing, in conjunction with ICCV (EPIC@ICCV 2019). (计算机视觉顶会 workshop)

[11] Siyu Chen, Danping Liao, Yuntao Qian. Spectral Image Visualization Using Generative Adversarial Network. The Pacific Rim International Conferences on Artificial Intelligence (PRICAI 2018). (EI 会议)

[12] Zhijian Luo, Danping Liao, Yuntao Qian. Bound analysis of natural gradient descent in stochastic optimization setting. IEEE International Conference on Pattern Recognition (ICPR 2016). (EI 会议)

[13] Yuntao Qian, Danping Liao, Jun Zhou. Manifold alignment based color transfer for multiview image stitching.

IEEE International Conference on Image Processing (ICIP 2013). (EI 会议)

已授权国家发明专利

[1] 专利号：ZL 2022 1 0792577.5 发明人：廖丹萍

一种对旋转车牌进行水平校正方法、装置、设备及介质

[2] 专利号：ZL 2022 1 0766437.0 发明人：廖丹萍

一种图像融合处理方法、设备及介质

[3] 专利号： ZL 2022 1 0311346.8 发明人：王国龙、廖丹萍、戚晓东、施钢杰

图像分类的方法、装置、电子设备及介质

[4] 专利号：ZL 2021 1 0622240.5 发明人：廖丹萍

一种目标检测系统、方法、装置、设备及介质

[5] 专利号：ZL 2022 1 0758519.0 发明人：王国龙、廖丹萍、戚晓东、施钢杰

一种图像分类方法、装置、存储介质及终端

[6] 专利号：ZL 20211 0754438.9 发明人：廖丹萍

针对长宽比大物体的目标检测方法、系统、设备及介质

[7] 专利号：ZL 2020 1 1204941.9 发明人：廖丹萍

基于增量学习的图像分类方法及系统

[8] 专利号：ZL 2021 1 0499675.5 发明人：廖丹萍

一种基于模型蒸馏的图像分类方法、装置、存储介质及终端

[9] 专利号：ZI 2020 1 1529141.4 发明人：廖丹萍

基于注意力机制的车牌字符识别方法及系统