Publications
2020
Parallax Attention for Unsupervised Stereo Correspondence Learning
Longguang Wang, Yulan Guo*, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang, Wei An
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, 2020.
Deep Learning for 3D Point Clouds: A Survey
Yulan Guo*, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun
IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, 2020.
Deep Video Super-Resolution using HR Optical Flow Estimation
Longguang Wang, Yulan Guo*, Li Liu, Zaiping Lin, Xinpu Deng, Wei An
IEEE Transactions on Image Processing, 2020.
Semantic Context Encoding for Accurate 3D Point Cloud Segmentation
Hao Liu, Yulan Guo*, Yanni Ma, Yinjie Lei, Gongjian Wen
IEEE Transactions on Multimedia, 2020.
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
Qinyong Hu, Bo Yang*, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
International Conference on Computer Vision and Pattern Recognition (CVPR), June 14-19, Seattle, Washington, US, 2020.
Spatial-Angular Interaction for Light Field Image Super-Resolution
Yingqian Wang, Longguang Wang, Jungang Yang, Wei An, Jingyi Yu, Yulan Guo*
European Conference on Computer Vision (ECCV), Aug 23 - Aug 27, Glasgow, U.K., 2020.
InStereo2K: A Large Real Dataset for Stereo Matching in Indoor Scenes
Wei Bao, Wei Wang, Yulan Guo*, Xiaohu Zhang, Siyu Hong, Yuhua Xu*
Science China: Information Sciences, 2020.
A Repeatable and Robust Local Reference Frame for 3D Shape Matching
Sheng Ao, Yulan Guo, Jindong Tian, Yong Tian, Dong Li*
Pattern Recognition, 2020.
2019
Stereo Matching Using Multi-level Cost Volume and Multi-scale Feature Constancy
Zhengfa Liang, Yulan Guo*, Yiliu Feng, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang, Hengzhu Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019.
Ground-to-aerial Image Geo-localization with a Hard Exemplar Reweighting Triplet Loss
Sudong Cai, Yulan Guo*, Salman Khan, Jiwei Hu, Gongjian Wen
IEEE International Conference on Computer Vision (ICCV). Oct 27 – Nov 2, Seoul, Korea, 2019.
Learning Parallax Attention for Stereo Image Super-Resolution
Longguang Wang, Yingqian Wang, Zhengfa Liang, Zaiping Lin, Jungang Yang, Wei An, Yulan Guo*
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). June 16 – 21, Long Beach, U.S., 2019.
Unsupervised Primitive Discovery for Improved 3D Generative Modeling
Salman Khan*, Yulan Guo, Munawar Hayat, Nick Barnes
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). June 16 – 21, Long Beach, U.S., 2019.
Robust Procedural Model fitting with a New Geometric Similarity Estimator
Zongliang Zhang, Jonathan Li*, Yulan Guo, Xin Li, Yangbin Lin, Guobao Xiao, Cheng Wang
Pattern Recognition. 85(1): 120-131, 2019
Deep Point-to-subspace Metric Learning for Sketch-based 3D Shape Retrieval
Yinjie Lei, Ziqin Zhou, Pingping Zhang, Yulan Guo, Zijun Ma, Lingqiao Liu
Pattern Recognition, 2019
2018
Learning for Disparity Estimation through Feature Constancy
Zhengfa Liang*, Yiliu Feng, Yulan Guo, Hengzhu Liu, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation
Longguang Wang, Yulan Guo*, Zaping Lin, Xinpu Deng, Wei An
Asian Conference on Computer Vision (ACCV), Dec. 2-6, 2018, Perth, Australia
A Constrained Sparse Representation Model for Hyperspectral Anomaly Detection
Qiang Ling*, Yulan Guo*, Zaiping Lin, Wei An
IEEE Transactions on Geoscience and Remote Sensing. 2018.
Learning Multi-view Representation with LSTM for 3D Shape Recognition and Retrieval
Chao Ma, Yulan Guo*, Jungang Yang, Wei An
IEEE Transactions on Multimedia. 2018.
Spatio-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising
Haiyan Fan*, Chang Li, Hongyan Zhang, Yulan Guo, Jiayi Ma, Gangyao Kuang
IEEE Transactions on Geoscience and Remote Sensing. 56(10):6196-6213, 2018.
CloudNavi: Towards Ubiquitous Indoor Navigation Service with 3D Point Clouds
Xiaoqiang Teng, Deke Guo*, Yulan Guo, Xiaolei Zhou, Zhong Liu
ACM Transactions on Sensor Networks, 2018
SISE: Self-updating of Indoor Semantic Floorplans for General Entities
Xiaoqiang Teng, Deke Guo*, Yulan Guo, Xiang Zhao, Zhong Liu
IEEE Transactions on Mobile Computing, 2018
2017
Pairwise Registration of TLS Point Clouds using Covariance Descriptors and a Non-cooperative Game
Dawei Zai, Jonathan Li*, Yulan Guo, Ming Cheng, Pengdi Huang, Xiaofei Cao, Cheng Wang
ISPRS Journal of Photogrammetry and Remote Sensing, 2017
BV-CNNs: Binary Volumetric Convolutional Networks for 3D Object Recognition
Chao Ma*, Wei An, Yinjie Lei, Yulan Guo
British Machine Vision Conference (BMVC), 2017
Correlation Filter Tracking: Beyond an Open-loop System
Qingyong Hu, Yulan Guo*, Yunjin Chen, Jingjing Xiao
British Machine Vision Conference (BMVC), 2017
Scale Space Clustering Evolution for Salient Region Detection on Deformable Shapes
Xupeng Wang*, Ferdous Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
Pattern Recognition (PR), 2017
3D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts
Dawei Zai, Jonathan Li*, Yulan Guo, Yangbin Lin, Huan Luo, Cheng Wang
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), 2017
IoNavi: An Indoor-Outdoor Navigation Service via Mobile Crowdsensing
Xiaoqiang Teng, Deke Guo*, Yulan Guo, Xiaolei Zhou, Zeliu Ding, Zhong Liu
ACM Transactions on Sensor Networks (ACM TOSN), 2017
Rapid Localization and Extraction of Street Light Poles in Mobile LiDAR Point Clouds: A Supervoxels-based Approach
Fan Wu, Chenglu Wen*, Yulan Guo, Jingjing Wang, Yongtao Yu, Cheng Wang, Jonathan Li
IEEE Transactions on Intelligent Transportation Systems (IEEE TITS). 2017 (2): 292-305
Local Binary Patterns for Texture Classification: Taxonomy and Experimental Study
Li Liu*, Paul Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen
Pattern Recognition (PR). 2017(2):135-160
2016
A Comprehensive Performance Evaluation of 3D Local Feature Descriptors
Yulan Guo*, Mohammed Bennamoun, Ferdous Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok
International Journal of Computer Vision (IJCV). 116(1): 66-89. 2016
Median Robust Extended Local Binary Pattern for Texture Classification
Li Liu*, Songyang Lao, Paul Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikainen
IEEE Transactions on Image Processing (IEEE TIP). 25(3): 1368-1381. 2016.
A Two-Phase Weighted Collaborative Representation for 3D Partial Face Recognition with Single Sample
Yinjie Lei, Yulan Guo, Munawar Hayat, Mohammed Bennamoun, Xinzhi Zhou*
Pattern Recognition (PR). 52(4): 218-237. 2016.
2015
A Novel Local Surface Feature for 3D Object Recognition under Clutter and Occlusion
Yulan Guo*, Ferdous Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
Information Sciences (INS). 293(2): 196-213. 2015
An Integrated Framework for 3D Modeling, Object Detection and Pose Estimation from Point-Clouds
Yulan Guo*, Ferdous Sohel, Mohammed Bennamoun, Min Lu and Jianwei Wan
IEEE Transactions on Instrumentation and Measurement (IEEE TIM). 64(3): 683-693. 2015
2014
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey
Yulan Guo*, Mohammed Bennamoun, Ferdous Sohel, Min Lu, Jianwei Wan
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI). 36(11):2270-2287, 2014
Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling
Yulan Guo*, Ferdous Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
IEEE Transactions on Multimedia (IEEE TMM). 16(5):1377-1390, 2014
An Efficient 3D Face Recognition Approach using Local Geometrical Signatures
Yinjie Lei*, Mohammed Bennamoun, Munawar Hayat, Yulan Guo
Pattern Recognition. 47(2):509-524. 2014
2013
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition
Yulan Guo*, Ferdous Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
International Journal of Computer Vision (IJCV). 105(1): 63-86. 2013