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2020 – today
- 2021
[j132]Weiquan Liu
, Baiqi Lai, Cheng Wang, Guorong Cai, Yanfei Su, Xuesheng Bian, Yongchuan Li, Shuting Chen, Jonathan Li:
Ground Camera Image and Large-Scale 3-D Image-Based Point Cloud Registration Based on Learning Domain Invariant Feature Descriptors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 997-1009 (2021)- 2020
- [j131]Jonathan Li, Rohan Potru, Farhad Shahrokhi:
A Performance Study of Some Approximation Algorithms for Computing a Small Dominating Set in a Graph. Algorithms 13(12): 339 (2020) - [j130]Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori:
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 178: 105791 (2020) - [j129]Zhihan Jiang, Yan Liu, Xiaoliang Fan, Cheng Wang, Jonathan Li, Longbiao Chen:
Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data. Frontiers Comput. Sci. 14(5): 145310 (2020) - [j128]Wei Li, Cheng Wang, Chenglu Wen, Zheng Zhang, Congren Lin, Jonathan Li:
Pairwise registration of TLS point clouds by deep multi-scale local features. Neurocomputing 386: 232-243 (2020) - [j127]Chenglu Wen, Yudi Dai, Yan Xia, Yuhan Lian, Jinbin Tan, Cheng Wang, Jonathan Li:
Toward Efficient 3-D Colored Mapping in GPS-/GNSS-Denied Environments. IEEE Geosci. Remote. Sens. Lett. 17(1): 147-151 (2020) - [j126]Yongtao Yu, Haiyan Guan, Dilong Li, Chunhua Jin, Cheng Wang, Jonathan Li:
Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data. IEEE Geosci. Remote. Sens. Lett. 17(1): 152-156 (2020) - [j125]Yongtao Yu, Haiyan Guan, Dilong Li, Shenghua Jin, Taiyue Chen, Cheng Wang, Jonathan Li:
3-D Feature Matching for Point Cloud Object Extraction. IEEE Geosci. Remote. Sens. Lett. 17(2): 322-326 (2020) - [j124]Haiyan Guan, Yongtao Yu, Daifeng Peng, Yufu Zang, JianYong Lu, Aixia Li, Jonathan Li:
A Convolutional Capsule Network for Traffic-Sign Recognition Using Mobile LiDAR Data With Digital Images. IEEE Geosci. Remote. Sens. Lett. 17(6): 1067-1071 (2020) - [j123]Yongtao Yu, Haiyan Guan, Dilong Li, Tiannan Gu, Lanfang Wang, Lingfei Ma, Jonathan Li:
A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 17(7): 1263-1267 (2020) - [j122]Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Shangshu Yu, Xiuhong Lin, Shang-Hong Lai, Dongdong Weng, Jonathan Li:
Learning to Match Ground Camera Image and UAV 3-D Model-Rendered Image Based on Siamese Network With Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 17(9): 1608-1612 (2020) - [j121]Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Nayara V. Estrabis, Felipe Ianczyk, Fábio Fernando de Araújo, Veraldo Liesenberg, Lúcio André de Castro Jorge, Jonathan Li, Lingfei Ma, Wesley Nunes Gonçalves, José Marcato Junior, José Eduardo Creste:
A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements. Remote. Sens. 12(6): 906 (2020) - [j120]Saifullahi Aminu Bello, Shangshu Yu, Cheng Wang, Jibril Muhmmad Adam, Jonathan Li:
Review: Deep Learning on 3D Point Clouds. Remote. Sens. 12(11): 1729 (2020) - [j119]Dilong Li, Xin Shen, Yongtao Yu, Haiyan Guan, Jonathan Li, Guo Zhang, Deren Li:
Building Extraction from Airborne Multi-Spectral LiDAR Point Clouds Based on Graph Geometric Moments Convolutional Neural Networks. Remote. Sens. 12(19): 3186 (2020) - [j118]Danielle Elis Garcia Furuya, João Alex Floriano Aguiar, Nayara V. Estrabis, Mayara Maezano Faita Pinheiro, Michelle Taís Garcia Furuya, Danillo Roberto Pereira, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, José Marcato Junior, Lucas Prado Osco, Ana Paula Marques Ramos:
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. Remote. Sens. 12(24): 4086 (2020) - [j117]Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves:
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20(21): 6070 (2020) - [j116]Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang:
Geometric Primitives in LiDAR Point Clouds: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 685-707 (2020) - [j115]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. IEEE Trans. Cybern. 50(7): 3318-3329 (2020) - [j114]Ying Li, Lingfei Ma, Zilong Zhong, Dongpu Cao, Jonathan Li:
TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation. IEEE Trans. Geosci. Remote. Sens. 58(5): 3588-3600 (2020) - [j113]Feng Chen, Qiancong Fan, Shenlong Lou, Limin Yang, Chenxing Wang, Martin Claverie, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record. IEEE Trans. Geosci. Remote. Sens. 58(12): 8967-8984 (2020) - [j112]Chengming Ye, Jonathan Li, Han Jiang, He Zhao, Lingfei Ma, Michael A. Chapman:
Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 21(5): 1877-1890 (2020) - [j111]Chuanpan Zheng, Xiaoliang Fan, Chenglu Wen, Longbiao Chen, Cheng Wang, Jonathan Li:
DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 21(9): 3744-3755 (2020) - [j110]Ziyi Chen, Wentao Fan, Bineng Zhong, Jonathan Li, Jixiang Du, Cheng Wang:
Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning. IEEE Trans. Intell. Transp. Syst. 21(10): 4283-4293 (2020) - [j109]Zongliang Zhang, Jonathan Li, Yulan Guo, Chenhui Yang, Cheng Wang:
3D Highway Curve Reconstruction From Mobile Laser Scanning Point Clouds. IEEE Trans. Intell. Transp. Syst. 21(11): 4762-4772 (2020) - [c87]Weikai Tan, Nannan Qin, Lingfei Ma, Ying Li, Jing Du, Guorong Cai, Ke Yang, Jonathan Li:
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. CVPR Workshops 2020: 797-806 - [c86]Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Jonathan Li, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CVPR 2020: 13062-13071 - [c85]Guoyan Li, Yiping Chen, Ming Cheng, Cheng Wang, Jonathan Li:
N-DPC: Dense 3D Point Cloud Completion Based on Improved Multi-Stage Network. ICCPR 2020: 274-279 - [c84]Weiquan Liu, Baiqi Lai, Cheng Wang, Xuesheng Bian, Wentao Yang, Yan Xia, Xiuhong Lin, Shang-Hong Lai, Dongdong Weng, Jonathan Li:
Learning to Match 2D Images and 3D LiDAR Point Clouds for Outdoor Augmented Reality. VR Workshops 2020: 655-656 - [i18]Weikai Tan, Nannan Qin, Lingfei Ma, Ying Li, Jing Du, Guorong Cai, Ke Yang, Jonathan Li:
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. CoRR abs/2003.08284 (2020) - [i17]Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Dongpu Cao, Jonathan Li, Michael A. Chapman:
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review. CoRR abs/2005.09830 (2020) - [i16]Zichang Liu, Zhaozhuo Xu, Alan Ji, Jonathan Li, Beidi Chen, Anshumali Shrivastava:
Climbing the WOL: Training for Cheaper Inference. CoRR abs/2007.01230 (2020) - [i15]Weikai Tan, Dedong Zhang, Lingfei Ma, Ying Li, Lanying Wang, Jonathan Li:
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks. CoRR abs/2010.11106 (2020) - [i14]Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves, Alexandre Dias, Juliana Batistoti, Maurício de Souza, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, José Marcato Junior, Wesley Nunes Gonçalves:
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. CoRR abs/2012.15827 (2020)
2010 – 2019
- 2019
- [j108]Shaokun Zhang, Zejian Kang, Zhemin Zhang, Congren Lin, Cheng Wang, Jonathan Li:
A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix. IEEE Access 7: 26002-26012 (2019) - [j107]Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li:
NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing 323: 139-147 (2019) - [j106]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Mini-batch algorithms with online step size. Knowl. Based Syst. 165: 228-240 (2019) - [j105]Zongliang Zhang, Jonathan Li, Yulan Guo, Xin Li, Yangbin Lin, Guobao Xiao, Cheng Wang:
Robust procedural model fitting with a new geometric similarity estimator. Pattern Recognit. 85: 120-131 (2019) - [j104]Yang Zhang, Zhangyue Xiong, Yu Zang, Cheng Wang, Jonathan Li, Xiang Li:
Topology-Aware Road Network Extraction via Multi-Supervised Generative Adversarial Networks. Remote. Sens. 11(9): 1017 (2019) - [j103]Saied Pirasteh, Pejman Rashidi, Heidar Rastiveis, Shengzhi Huang, Qing Zhu, Guoxiang Liu, Yun Li, Jonathan Li, Erfan Seydipour:
Developing an Algorithm for Buildings Extraction and Determining Changes from Airborne LiDAR, and Comparing with R-CNN Method from Drone Images. Remote. Sens. 11(11): 1272 (2019) - [j102]Shanxin Zhang, Cheng Wang, Lili Lin, Chenglu Wen, Chenhui Yang, Zhemin Zhang, Jonathan Li:
Automated Visual Recognizability Evaluation of Traffic Sign Based on 3D LiDAR Point Clouds. Remote. Sens. 11(12): 1453 (2019) - [j101]Feng Chen, Shenlong Lou, Qiancong Fan, Chenxing Wang, Martin Claverie, Cheng Wang, Jonathan Li:
Normalized Difference Vegetation Index Continuity of the Landsat 4-5 MSS and TM: Investigations Based on Simulation. Remote. Sens. 11(14): 1681 (2019) - [j100]Qiancong Fan, Feng Chen, Ming Cheng, Shenlong Lou, Rulin Xiao, Biao Zhang, Cheng Wang, Jonathan Li:
Ship Detection Using a Fully Convolutional Network with Compact Polarimetric SAR Images. Remote. Sens. 11(18): 2171 (2019) - [j99]Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Wei Li, Xiuhong Lin, Yongchuan Li, Dongdong Weng, Shang-Hong Lai, Jonathan Li:
AE-GAN-Net: Learning Invariant Feature Descriptor to Match Ground Camera Images and a Large-Scale 3D Image-Based Point Cloud for Outdoor Augmented Reality. Remote. Sens. 11(19): 2243 (2019) - [j98]Juliana Batistoti, José Marcato Junior, Luís Ítavo, Edson Takashi Matsubara, Eva Gomes, Bianca Oliveira, Maurício de Souza, Henrique Lopes Siqueira, Geison Salgado Filho, Thales Akiyama, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, Alexandre Dias:
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. Remote. Sens. 11(20): 2447 (2019) - [j97]Yan Xia, Cheng Wang, Yusheng Xu, Yu Zang, Weiquan Liu, Jonathan Li, Uwe Stilla:
RealPoint3D: Generating 3D Point Clouds from a Single Image of Complex Scenarios. Remote. Sens. 11(22): 2644 (2019) - [j96]Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Lorrayne Guimarães Bavaresco, Bruna Coelho de Lima, Nayara V. Estrabis, Danillo Roberto Pereira, José Eduardo Creste, José Marcato Junior, Wesley Nunes Gonçalves, Nilton Nobuhiro Imai, Jonathan Li, Veraldo Liesenberg, Fábio Fernando de Araújo:
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks. Remote. Sens. 11(23): 2797 (2019) - [j95]Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste:
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. 11(24): 2925 (2019) - [j94]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Accelerated stochastic gradient descent with step size selection rules. Signal Process. 159: 171-186 (2019) - [j93]Lichun Sui, Li Li, Jonathan Li, Nan Chen, Yongqing Jiao:
Fusion of Hyperspectral and Multispectral Images Based on a Bayesian Nonparametric Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1205-1218 (2019) - [j92]Suoyan Pan, Haiyan Guan, Yongtao Yu, Jonathan Li, Daifeng Peng:
A Comparative Land-Cover Classification Feature Study of Learning Algorithms: DBM, PCA, and RF Using Multispectral LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1314-1326 (2019) - [j91]Lingfei Ma, Ying Li, Jonathan Li, Zilong Zhong, Michael A. Chapman:
Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(5): 1572-1586 (2019) - [j90]Yiping Chen, Shiqian Wang, Jonathan Li, Lingfei Ma, Rongren Wu, Zhipeng Luo, Cheng Wang:
Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3690-3700 (2019) - [j89]Chengming Ye, Yao Li, Peng Cui, Li Liang, Saied Pirasteh, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5047-5060 (2019) - [j88]Changbin You, Chenglu Wen, Cheng Wang, Jonathan Li, Ayman Habib:
Joint 2-D-3-D Traffic Sign Landmark Data Set for Geo-Localization Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 20(7): 2550-2565 (2019) - [c83]Zongliang Zhang, Hongbin Zeng, Jonathan Li, Yiping Chen, Chenhui Yang, Cheng Wang:
Geometric Multi-Model Fitting by Deep Reinforcement Learning. AAAI 2019: 10081-10082 - [c82]Xuelun Shen, Cheng Wang, Xin Li, Zenglei Yu, Jonathan Li, Chenglu Wen, Ming Cheng, Zijian He:
RF-Net: An End-To-End Image Matching Network Based on Receptive Field. CVPR 2019: 8132-8140 - [c81]Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen, Ming Cheng, Jonathan Li:
LO-Net: Deep Real-Time Lidar Odometry. CVPR 2019: 8473-8482 - [c80]Lisha Chen, Zejian Kang, Weining Dai, Zhemin Zhang, Cheng Wang, Jonathan Li:
Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers. HPCC/SmartCity/DSS 2019: 1178-1187 - [c79]Yan Guo, Chenglu Wen, Xiaotian Sun, Cheng Wang, Jonathan Li:
Partial 3D Object Retrieval and Completeness Evaluation for Urban Street Scene. IGARSS 2019: 1252-1255 - [c78]Hongbin Zeng, Yiping Chen, Zongliang Zhang, Cheng Wang, Jonathan Li:
Reconstruction of 3D Zebra Crossings from Mobile Laser Scanning Point Clouds. IGARSS 2019: 1899-1902 - [c77]Ming Liu, Gaoxiang Zhou, Rebecca K. Saari, Jonathan Li:
Long-Term Trend of Ground-Level PM2.5 Concentrations Over 2012-2017 in China. IGARSS 2019: 7842-7845 - [c76]Yuhan Lian, Chenglu Wen, Cheng Wang, Jonathan Li:
Non-Reference Quality Evaluation for Indoor 3d Point Clouds. IGARSS 2019: 8968-8971 - [c75]Dedong Zhang, Zheng Gong, Yiping Chen, John Zelek, Jonathan Li:
Slam-Based Multi-Sensor Backpack Lidar Systems in Gnss-Denied Environments. IGARSS 2019: 8984-8987 - [c74]Hong Chen, Yongtan Luo, Liujuan Cao, Baochang Zhang, Guodong Guo, Cheng Wang, Jonathan Li, Rongrong Ji:
Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework. IJCAI 2019: 687-693 - [c73]Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen:
BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 686-693 - [c72]Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen:
iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 700-706 - [c71]Weiquan Liu, Cheng Wang, Yu Zang, Shang-Hong Lai, Dongdong Weng, Xuesheng Sian, Xiuhong Lin, Xuelun Shen, Jonathan Li:
Ground Camera Images and UAV 3D Model Registration for Outdoor Augmented Reality. VR 2019: 1050-1051 - [i13]Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen, Ming Cheng, Jonathan Li:
LO-Net: Deep Real-time Lidar Odometry. CoRR abs/1904.08242 (2019) - [i12]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR abs/1905.04621 (2019) - [i11]Yangbin Lin, Jialian Li, Cheng Wang, Zhonggui Chen, Zongyue Wang, Jonathan Li:
Fast Regularity-Constrained Plane Reconstruction. CoRR abs/1905.07922 (2019) - [i10]Xuelun Shen, Cheng Wang, Xin Li, Zenglei Yu, Jonathan Li, Chenglu Wen, Ming Cheng, Zijian He:
RF-Net: An End-to-End Image Matching Network based on Receptive Field. CoRR abs/1906.00604 (2019) - [i9]Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Jonathan Li, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CoRR abs/1909.03402 (2019) - [i8]Bowen Yang, Jian Zhang, Jonathan Li, Christopher Ré, Christopher R. Aberger, Christopher De Sa:
PipeMare: Asynchronous Pipeline Parallel DNN Training. CoRR abs/1910.05124 (2019) - [i7]Mengge Chen, Jonathan Li:
Deep convolutional neural network application on rooftop detection for aerial image. CoRR abs/1910.13509 (2019) - 2018
- [j87]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Random Barzilai-Borwein step size for mini-batch algorithms. Eng. Appl. Artif. Intell. 72: 124-135 (2018) - [j86]Chengming Ye, Yifei Chen, Jonathan Li:
Investigating the Influences of Tree Coverage and Road Density on Property Crime. ISPRS Int. J. Geo Inf. 7(3): 101 (2018) - [j85]Zhuang Yang, Cheng Wang, Yu Zang, Jonathan Li:
Mini-batch algorithms with Barzilai-Borwein update step. Neurocomputing 314: 177-185 (2018) - [j84]Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi Mai Trang Nguyen:
Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization. J. Netw. Comput. Appl. 121: 59-69 (2018) - [j83]Chenglu Wen, Xiaotian Sun, Shiwei Hou, Jinbin Tan, Yudi Dai, Cheng Wang, Jonathan Li:
Line Structure-Based Indoor and Outdoor Integration Using Backpacked and TLS Point Cloud Data. IEEE Geosci. Remote. Sens. Lett. 15(11): 1790-1794 (2018) - [j82]Renxi Chen, Xinhui Li, Jonathan Li:
Object-Based Features for House Detection from RGB High-Resolution Images. Remote. Sens. 10(3): 451 (2018) - [j81]Lingfei Ma, Ying Li, Jonathan Li, Cheng Wang, Ruisheng Wang, Michael A. Chapman:
Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review. Remote. Sens. 10(10): 1531 (2018) - [j80]Weikai Tan, Jonathan Li, Linlin Xu, Michael A. Chapman:
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1419-1432 (2018) - [j79]Wei Li, Cheng Wang, Dawei Zai, Pengdi Huang, Weiquan Liu, Chenglu Wen, Jonathan Li:
A Volumetric Fusing Method for TLS and SFM Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3349-3357 (2018) - [j78]Xinqu Chen, Chengming Ye, Jonathan Li, Michael A. Chapman:
Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3358-3365 (2018) - [j77]Jinyan Gao, Yulan Guo, Zaiping Lin, Wei An, Jonathan Li:
Robust Infrared Small Target Detection Using Multiscale Gray and Variance Difference Measures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5039-5052 (2018) - [j76]Zilong Zhong, Jonathan Li, Zhiming Luo, Michael A. Chapman:
Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 56(2): 847-858 (2018) - [j75]Huan Luo, Cheng Wang, Chenglu Wen, Ziyi Chen, Dawei Zai, Yongtao Yu, Jonathan Li:
Semantic Labeling of Mobile LiDAR Point Clouds via Active Learning and Higher Order MRF. IEEE Trans. Geosci. Remote. Sens. 56(7): 3631-3644 (2018) - [j74]Zheng Gong, Chenglu Wen, Cheng Wang, Jonathan Li:
A Target-Free Automatic Self-Calibration Approach for Multibeam Laser Scanners. IEEE Trans. Instrum. Meas. 67(1): 238-240 (2018) - [j73]Dawei Zai, Jonathan Li, Yulan Guo, Ming Cheng, Yangbin Lin, Huan Luo, Cheng Wang:
3-D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts. IEEE Trans. Intell. Transp. Syst. 19(3): 802-813 (2018) - [c70]Zilong Zhong, Jonathan Li:
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification. AAAI 2018: 8191-8193 - [c69]Yiping Chen, Jingkang Wang, Jonathan Li, Cewu Lu, Zhipeng Luo, Han Xue, Cheng Wang:
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively. CVPR 2018: 5870-5878 - [c68]Feng Chen, Yuejun Song, Shoudong Zhu, Jonathan Li, Cheng Wang, Xudong Zhu:
Preliminary Comparison of the Multispectral Cameras Onboard UAV Platform for Environment Monitoring. Geoinformatics 2018: 1-4 - [c67]Yan Liu, Longbiao Chen, Linjin Liu, Xiaoliang Fan, Sheng Wu, Cheng Wang, Jonathan Li:
Sensing Urban Structures and Crowd Dynamics with Mobility Big Data. GPC 2018: 370-389 - [c66]Li Chen, Wen Dan, Liujuan Cao, Cheng Wang, Jonathan Li:
Joint Denoising and Super-Resolution via Generative Adversarial Training. ICPR 2018: 2753-2758 - [c65]Yihan Sheng, Liujuan Cao, Cheng Wang, Jonathan Li:
Weakly Supervised Vehicle Detection in Satellite Images via Multiple Instance Ranking. ICPR 2018: 2765-2770 - [c64]Gaoxiang Zhou, Ming Liu, Xiangnan Liu, Jonathan Li:
Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation. IGARSS 2018: 1882-1885 - [c63]Rongren Wu, Yiping Chen, Cheng Wang, Jonathan Li:
Estimation of Forest Trees Diameter from Terrestrial Laser Scanning Point Clouds Based on a Circle Fitting Method. IGARSS 2018: 2813-2816 - [c62]Qiancong Fan, Feng Chen, Ming Cheng, Cheng Wang, Jonathan Li:
A Modified Framework for Ship Detection from Compact Polarization SAR Image. IGARSS 2018: 3539-3542 - [c61]Menglan Zhou, Lingfei Ma, Ying Li, Jonathan Li:
Extraction of Building Windows from Mobile Laser Scanning Point Clouds. IGARSS 2018: 4304-4307 - [c60]Xuelun Shen, Cheng Wang, Chenglu Wen, Weiquan Liu, Xiaotian Sun, Jonathan Li:
Discriminative Learning of Point Cloud Feature Descriptors Based on Siamese Network. IGARSS 2018: 4519-4522 - [c59]Ying Li, Lingfei Ma, Yuchun Huang, Jonathan Li:
Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data. IGARSS 2018: 4607-4610 - [c58]Weiya Ye, Jonathan Li:
A Comparison of Ice Freeboard Measurement by Icesat and Envisat Altimeters. IGARSS 2018: 7097-7100 - [c57]Shaokun Zhang, Zejian Kang, Zhiyou Hong, Zhemin Zhang, Cheng Wang, Jonathan Li:
Traffic Flow Prediction Based on Cascaded Artificial Neural Network. IGARSS 2018: 7232-7235 - [c56]Xiaofang Wang, Yu Zang, Yiping Chen, Cheng Wang, Jonathan Li:
Rural Road Networks Matching Via Extending Line. IGARSS 2018: 7419-7422 - [c55]Yunhe Feng, Chenglu Wen, Pengdi Huang, Cheng Wang, Jonathan Li:
Dection and Health Analysis of Individual Tree in Urban Environment with Multi-Sensor Platform. IGARSS 2018: 7548-7551 - [c54]Mengge Chen, Yue Gu, Ming Liu, Jonathan Li:
Estimating PM 2.5 in British Columbia Before and After Wildfires using 3 KM Modis AOD Products from February to August 2017. IGARSS 2018: 7585-7588 - [c53]Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen, Jonathan Li:
H-Net: Neural Network for Cross-domain Image Patch Matching. IJCAI 2018: 856-863 - [i6]Zilong Zhong, Jonathan Li:
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification. CoRR abs/1802.03495 (2018) - [i5]Zongliang Zhang, Hongbin Zeng, Jonathan Li, Yiping Chen, Chenhui Yang, Cheng Wang:
Geometric Multi-Model Fitting by Deep Reinforcement Learning. CoRR abs/1809.08397 (2018) - [i4]Shenlong Lou, Yan Luo, Qiancong Fan, Feng Chen, Yiping Chen, Cheng Wang, Jonathan Li:
NeuroTreeNet: A New Method to Explore Horizontal Expansion Network. CoRR abs/1811.09618 (2018) - 2017
- [j72]Longbiao Chen, Xiaoliang Fan, Leye Wang, Daqing Zhang, Zhiyong Yu, Jonathan Li, Thi Mai Trang Nguyen, Gang Pan, Cheng Wang:
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