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2020 – today
- 2024
[j77]Xiaojuan Chen
, Linlin Xu, Xue Li, Li Cong:
Risk Assessment Method of Power Communication Network Based on Gray Cloud Theory and Matter-Element Extension Model Coupling. IEEE Access 12: 47581-47593 (2024)- [j76]Gaoxiang Zhou, Ming Liu, Linlin Xu, Liangzhi Li:
A gap-filling method for satellite-derived chlorophyll-a time series based on neighborhood spatiotemporal information. Int. J. Appl. Earth Obs. Geoinformation 128: 103724 (2024) - [j75]Dening Lu, Jun Zhou, Kyle Yilin Gao, Jing Du, Linlin Xu, Jonathan Li:
Dynamic clustering transformer network for point cloud segmentation. Int. J. Appl. Earth Obs. Geoinformation 128: 103791 (2024) - [j74]Xinwei Chen, Fernando J. Pena Cantu, Muhammed Patel, Linlin Xu, Neil C. Brubacher, Katharine Andrea Scott, David A. Clausi:
A comparative study of data input selection for deep learning-based automated sea ice mapping. Int. J. Appl. Earth Obs. Geoinformation 131: 103920 (2024) - [j73]Dening Lu, Shimon Schwartz, Linlin Xu, Mohammad Javad Shafiee, Norman G. Vinson, Krzysztof J. Czarnecki, Alexander Wong:
Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction. Expert Syst. Appl. 252: 124129 (2024) - [j72]Ziyi Chen, Yucai Chen, Lujuan Gao, Dilong Li, Linlin Xu, Jonathan Li, Cheng Wang, Yewang Chen:
DBARCT: Road Extraction Based on Double-Branch Architecture and Random Block Coding Transformer. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j71]Xinwei Chen, Muhammed Patel, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi:
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j70]Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi:
IceGCN: An Interactive Sea Ice Classification Pipeline for SAR Imagery Based on Graph Convolutional Network. Remote. Sens. 16(13): 2301 (2024) - [j69]Linlin Xu, Qi Zhu, Wenchao Xia, Tony Q. S. Quek, Hongbo Zhu:
Air-Ground Collaborative Resource Optimization in UAV Empowered Cell-Free Massive MIMO Systems. IEEE Trans. Commun. 72(4): 2485-2499 (2024) - [j68]Dening Lu, Kyle Gao, Qian Xie, Linlin Xu, Jonathan Li:
3DGTN: 3-D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [c37]Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
How Much You Ate? Food Portion Estimation on Spoons. CVPR Workshops 2024: 3761-3770 - [c36]Xinwei Chen, Muhammed Patel, Linlin Xu, Katharine Andrea Scott, David A. Clausi, Weimin Huang:
Enhancing Sea Ice Type Classification from AI4Arctic Dataset Based On Regional Loss Representations. IGARSS 2024: 178-182 - [i17]Zhengsen Xu, Jonathan Li, Linlin Xu:
Wildfire Risk Prediction: A Review. CoRR abs/2405.01607 (2024) - [i16]Akil Pathiranage, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls. CoRR abs/2405.07121 (2024) - [i15]Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
How Much You Ate? Food Portion Estimation on Spoons. CoRR abs/2405.08717 (2024) - [i14]Muhammed Patel, Xinwei Chen, Linlin Xu, Yuhao Chen, Katharine Andrea Scott, David A. Clausi:
Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types. CoRR abs/2405.10456 (2024) - [i13]Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li:
Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery. CoRR abs/2405.11021 (2024) - [i12]Dening Lu, Jun Zhou, Kyle Gao, Linlin Xu, Jonathan Li:
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation. CoRR abs/2405.15826 (2024) - [i11]Dening Lu, Jun Zhou, Kyle Gao, Linlin Xu, Jonathan Li:
Efficient Point Transformer with Dynamic Token Aggregating for Point Cloud Processing. CoRR abs/2405.15827 (2024) - [i10]Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li:
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery. CoRR abs/2410.05717 (2024) - 2023
- [j67]Xinwei Chen, Ray Valencia, Armina Soleymani, Linlin Xu, Katharine Andrea Scott:
Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j66]Yifan Wu, Linlin Xu, Lei Wang, Qi Chen, Yuhao Chen, David A. Clausi:
Multi-Task Edge Detection for Building Vectorization From Aerial Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j65]Saeid Taleghanidoozdoozan, Linlin Xu, David A. Clausi:
Region-Based Sea Ice Mapping Using Compact Polarimetric Synthetic Aperture Radar Imagery with Learned Features and Contextual Information. Remote. Sens. 15(12): 3199 (2023) - [j64]Yuxian Wang, Rongming Zhuo, Linlin Xu, Yuan Fang:
A Spatial-Temporal Bayesian Deep Image Prior Model for Moderate Resolution Imaging Spectroradiometer Temporal Mixture Analysis. Remote. Sens. 15(15): 3782 (2023) - [j63]Mohsen Ghanbari, Linlin Xu, David A. Clausi:
Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3892-3904 (2023) - [j62]Yimin Zhu, Kexin Yuan, Wenlong Zhong, Linlin Xu:
Spatial-Spectral ConvNeXt for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5453-5463 (2023) - [j61]Xinwei Chen, Katharine Andrea Scott, Linlin Xu, Mingzhe Jiang, Yuan Fang, David A. Clausi:
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j60]Yuan Fang, Yuxian Wang, Linlin Xu, Yujia Chen, Alexander Wong, David A. Clausi:
Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j59]Quanyi Yu, Jun Lin, Xilai Ma, Bo Li, Linlin Xu, Tianhao Wang:
Efficiency Optimization of Wireless Power Transfer System for Electric Vehicle Based on Improved Marine Predators Algorithm. IEEE Trans. Intell. Transp. Syst. 24(7): 7847-7858 (2023) - [j58]Chunxue Wang, Linlin Xu, Ligang Liu:
Structure-texture image decomposition via non-convex total generalized variation and convolutional sparse coding. Vis. Comput. 39(3): 1121-1136 (2023) - [c35]Linlin Xu, Qi Zhu, Wenchao Xia, Tony Q. S. Quek, Hongbo Zhu:
Weighted Sum Power Minimization in UAV Empowered Cell-Free Massive MIMO Systems. GLOBECOM (Workshops) 2023: 848-853 - [c34]Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin:
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation. ICCV 2023: 13921-13931 - [c33]Xinlei Shang, Linlin Xu, Quanyi Yu, Bo Li, Yangyun Wu, Tianhao Wang:
Electric Vehicle Wireless Power Transfer System Active and Passive Magnetic Shielding Design. ICISCAE 2023: 1082-1085 - [c32]Fernando J. Pena Cantu, Xinwei Chen, Linlin Xu, Max Ian A. Manning, Katharine Andrea Scott, David A. Clausi:
Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery. IGARSS 2023: 172-175 - [c31]Muhammed Patel, Xinwei Chen, Linlin Xu, Fernando J. Pena Cantu, Javier Noa Turnes, Neil C. Brubacher, David A. Clausi, Katharine Andrea Scott:
The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery. IGARSS 2023: 5732-5734 - [c30]Linlin Xu, Yuan Fang, Xinwei Chen, David A. Clausi:
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification. IGARSS 2023: 5942-5945 - [c29]Xinwei Chen, Katharine Andrea Scott, Mingzhe Jiang, Yuan Fang, Linlin Xu, David A. Clausi:
Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. WACV (Workshops) 2023: 224-232 - [c28]Yuan Fang, Alexander De Souza, Linlin Xu, Xinwei Chen, David A. Clausi:
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery. WHISPERS 2023: 1-5 - [i9]Dening Lu, Jun Zhou, Kyle Yilin Gao, Dilong Li, Jing Du, Linlin Xu, Jonathan Li:
Dynamic Clustering Transformer Network for Point Cloud Segmentation. CoRR abs/2306.08073 (2023) - [i8]Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin:
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation. CoRR abs/2308.05438 (2023) - 2022
- [j57]Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li:
Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset. IEEE Access 10: 134427-134439 (2022) - [j56]Kui Li, Zhiguo Ma, Linlin Xu, Ye Chen, Yiyi Ma, Wei Wu, Fang Wang, Zihao Liu:
Depthwise Separable ResNet in the MAP Framework for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j55]Yifan Wu, Linlin Xu, Yuhao Chen, Alexander Wong, David A. Clausi:
TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j54]Youfeng Liu, Honglei Yang, Shizheng Wang, Linlin Xu, Junhuan Peng:
Monitoring and Stability Analysis of the Deformation in the Woda Landslide Area in Tibet, China by the DS-InSAR Method. Remote. Sens. 14(3): 532 (2022) - [j53]Yuan Fang, Linlin Xu, Alexander Wong, David A. Clausi:
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models. Remote. Sens. 14(10): 2311 (2022) - [j52]Mingzhe Jiang, Linlin Xu, David A. Clausi:
Sea Ice-Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling. Remote. Sens. 14(13): 3025 (2022) - [j51]Yuxian Wang, Yuan Fang, Wenlong Zhong, Rongming Zhuo, Junhuan Peng, Linlin Xu:
A Spatial-Temporal Depth-Wise Residual Network for Crop Sub-Pixel Mapping from MODIS Images. Remote. Sens. 14(21): 5605 (2022) - [j50]Jingxin Yu, Yong Wu, Linlin Xu, Junhuan Peng, Guangfeng Chen, Xin Shen, Renping Lan, Chunjiang Zhao, Lili Zhangzhong:
Evaluating the Hydrus-1D Model Optimized by Remote Sensing Data for Soil Moisture Simulations in the Maize Root Zone. Remote. Sens. 14(23): 6079 (2022) - [j49]Yuan Fang, Linlin Xu, Yuhao Chen, Wei Zhou, Alexander Wong, David A. Clausi:
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4571-4582 (2022) - [j48]Yujia Chen, Rongming Zhuo, Linlin Xu, Junhuan Peng, Xiaoman Qi, Zhaoxu Zhang, Zhongzheng Hu:
Bayesian Subpixel Mapping of Hyperspectral Imagery via Discrete Endmember Variability Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6506-6517 (2022) - [j47]Longshan Yang, Junhuan Peng, Yuebin Wang, Linlin Xu, Weiwei Zhu:
Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6645-6658 (2022) - [j46]Mingzhe Jiang, David A. Clausi, Linlin Xu:
Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7964-7977 (2022) - [j45]Yuan Fang, Yuxian Wang, Linlin Xu, Rongming Zhuo, Alexander Wong, David A. Clausi:
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j44]Peter Q. Lee, Linlin Xu, David A. Clausi:
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j43]Dening Lu, Qian Xie, Kyle Gao, Linlin Xu, Jonathan Li:
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification. IEEE Trans. Intell. Transp. Syst. 23(12): 24854-24865 (2022) - [c27]Yunfei Zhang, Junjie Guo, Bin Wang, Linlin Xu:
Design of Xinjiang Disaster Early Warning Cloud Platform Based on Big Data Technology. CAIBDA 2022: 1-6 - [c26]Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi:
Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network. IGARSS 2022: 1031-1034 - [i7]Dening Lu, Qian Xie, Linlin Xu, Jonathan Li:
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification. CoRR abs/2203.00828 (2022) - [i6]Dening Lu, Qian Xie, Mingqiang Wei, Linlin Xu, Jonathan Li:
Transformers in 3D Point Clouds: A Survey. CoRR abs/2205.07417 (2022) - [i5]Dening Lu, Kyle Gao, Qian Xie, Linlin Xu, Jonathan Li:
3DPCT: 3D Point Cloud Transformer with Dual Self-attention. CoRR abs/2209.11255 (2022) - [i4]Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li:
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review. CoRR abs/2210.00379 (2022) - 2021
- [j42]Shuai Yan, Linlin Xu, Guojiang Yu, Longshan Yang, Wenju Yun, Dehai Zhu, Sijing Ye, Xiaochuang Yao:
Glacier classification from Sentinel-2 imagery using spatial-spectral attention convolutional model. Int. J. Appl. Earth Obs. Geoinformation 102: 102445 (2021) - [j41]Yujia Chen, Linlin Xu, Yuan Fang, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi:
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 18(1): 162-166 (2021) - [j40]Jie Liu, Honglei Yang, Linlin Xu, Tao Li:
Novel Model-Based Approaches for Non-Homogenous Atmospheric Compensation of GB-InSAR in the Azimuth and Horizontal Directions. Remote. Sens. 13(11): 2153 (2021) - [j39]Yuxian Wang, Kui Li, Linlin Xu, Qian Wei, Fang Wang, Ye Chen:
A Depthwise Separable Fully Convolutional ResNet With ConvCRF for Semisupervised Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4621-4632 (2021) - [j38]Mohsen Ghanbari, David A. Clausi, Linlin Xu:
CP-IRGS: A Region-Based Segmentation of Multilook Complex Compact Polarimetric SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6559-6571 (2021) - [c25]Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Kyle Gao, Linlin Xu, Jonathan Li:
The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images. IGARSS 2021: 1343-1346 - [i3]Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Linlin Xu, Jonathan Li:
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images. CoRR abs/2103.09300 (2021) - 2020
- [j37]Jingxin Yu, Song Tang, Lili Zhangzhong, Wengang Zheng, Long Wang, Alexander Wong, Linlin Xu:
A Deep Learning Approach for Multi-Depth Soil Water Content Prediction in Summer Maize Growth Period. IEEE Access 8: 199097-199110 (2020) - [j36]Longshan Yang, Junhuan Peng, Huiwei Su, Linlin Xu, Yuebin Wang, Bowen Yu:
Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 17(10): 1767-1771 (2020) - [j35]Qing Hu, Xiaoyue Jing, Jianlin Huang, Linlin Xu:
Performance Specifications for the Roll-Off Factor and Filter Order for Filtered Multitone Modulation in the Maritime VHF Data Exchange System. Mob. Networks Appl. 25(1): 142-150 (2020) - [j34]Fangfang Yang, Yanxu Liu, Linlin Xu, Kui Li, Panpan Hu, Jixing Chen:
Vegetation-Ice-Bare Land Cover Conversion in the Oceanic Glacial Region of Tibet Based on Multiple Machine Learning Classifications. Remote. Sens. 12(6): 999 (2020) - [j33]Jiabin Pu, Kai Yan, Guohuan Zhou, Yongqiao Lei, Yingxin Zhu, Donghou Guo, Hanliang Li, Linlin Xu, Yuri Knyazikhin, Ranga B. Myneni:
Evaluation of the MODIS LAI/FPAR Algorithm Based on 3D-RTM Simulations: A Case Study of Grassland. Remote. Sens. 12(20): 3391 (2020) - [j32]Longshan Yang, Linlin Xu, Junhuan Peng, Yongze Song, Alexander Wong, David A. Clausi:
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. 58(8): 5588-5601 (2020) - [j31]Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li:
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 58(12): 8888-8904 (2020) - [j30]Qing Hu, Jingyun Cao, Gemengyue Gao, Linlin Xu, Meng'en Song:
Study of an Evaluation Model for AIS Receiver Sensitivity Measurements. IEEE Trans. Instrum. Meas. 69(4): 1118-1126 (2020) - [c24]Linlin Xu, Xuemin Mao, Minmin Sun, Wentao Liu, Yifan Wang, Yuyang Tang:
Lung lesions detection from CT images based on the modified Faster R-CNN. CITS 2020: 1-5 - [c23]Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong:
Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. ICPR 2020: 8360-8367 - [c22]Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang:
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution. IGARSS 2020: 1456-1459 - [c21]Anmol Sharan Nagi, Manpreet Singh Minhas, Linlin Xu, Katharine Andrea Scott:
A Multi-Scale Technique to Detect Marginal Ice Zones Using Convolutional Neural Networks. IGARSS 2020: 3035-3038 - [c20]Jiabin Pu, Kai Yan, Yiman Zhang, Linlin Xu:
Quality Analysis of the VIIRS LAI/FPAR Time-Series. IGARSS 2020: 3176-3179 - [c19]Peter Q. Lee, Linlin Xu, David A. Clausi:
Recalibrating Sentinel-1 Additive Noise-Gain with Linear Programming. IGARSS 2020: 6158-6161 - [c18]Yingzhe Wang, Xuefeng Zheng, Jiaduo Zhu, Shengrui Xu, Xiaohua Ma, Jincheng Zhang, Yue Hao, Linlin Xu, Jiangnan Dai, Peixian Li:
Evolution of Defect in AlGaN-based Deep Ultraviolet Light Emitting Diodes During Electrical Stress. IRPS 2020: 1-4 - [c17]Jinhua Sun, Linlin Xu, Xiang Guo:
Risk Level Determination of Science and Technology Service Supply Chain with PA-BP Integrated Model. SPIoT (2) 2020: 293-300 - [i2]Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong:
Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. CoRR abs/2007.05617 (2020) - [i1]Yun Cao, Yuebin Wang, Junhuan Peng, Liqiang Zhang, Linlin Xu, Kai Yan, Lihua Li:
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval. CoRR abs/2010.03116 (2020)
2010 – 2019
- 2019
- [j29]Caifeng Wang, Linlin Xu, David A. Clausi, Alexander Wong:
A Bayesian Joint Decorrelation and Despeckling of SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 16(9): 1393-1397 (2019) - [j28]Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang:
Contextual Classification of Sea-Ice Types Using Compact Polarimetric SAR Data. IEEE Trans. Geosci. Remote. Sens. 57(10): 7476-7491 (2019) - [c16]Tiantian Wang, Longshan Yang, Linlin Xu:
Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network. ICAIP 2019: 71-75 - [c15]Zhiwen Zhang, Linlin Xu, Qixin Liu:
The identification of Impervious Area from Sentinel-2 Imagery Using A Novel Spectral Spatial Residual Convolution Neural Network. ICAIP 2019: 88-91 - [c14]Qixin Liu, Linlin Xu, Zhiwen Zhang:
The Downscaling of the SMOS Global Sea Surface Salinity Product Based on MODIS Data Using a Deep Convolution Network Approach. ICAIP 2019: 97-100 - [c13]Shuai Yan, Linlin Xu, Rui Wu:
Automatic Classification of Glaciers from Sentinel-2 Imagery Using A Novel Deep Learning Model. ICAIP 2019: 155-159 - [c12]Yuan Fang, Zhongzheng Hu, Linlin Xu, Alexander Wong, David A. Clausi:
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery. WHISPERS 2019: 1-5 - 2018
- [j27]Nguyet Nguyen, Linlin Xu, Giray Ökten:
A quasi-Monte Carlo implementation of the ziggurat method. Monte Carlo Methods Appl. 24(1): 93-99 (2018) - [j26]Qing Hu, Linlin Xu, Xinyu Cheng:
A CORS-Based Differential Correction Approach for AIS Mobile Stations. Sensors 18(11): 3626 (2018) - [j25]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) - [j24]Yuan Fang, Linlin Xu, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi:
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3325-3337 (2018) - [j23]Fan Li, David A. Clausi, Linlin Xu, Alexander Wong:
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 56(1): 3-16 (2018) - [c11]Linlin Xu, Dianwu Yue:
The Influence of Obstacle Blockage on 5G Millimeter Wave Communication. CSPS (1) 2018: 754-761 - [c10]Qing Hu, Xiaoyue Jing, Linlin Xu, Jianlin Huang, Zhi Sun:
Performance Specifications of Filtered Multitone Modulation for the Roll-off Factor and Filter Order in the Maritime VHF Data Exchange System. SmartIoT 2018: 87-92 - 2017
- [j22]Qing Hu, Linlin Xu:
Real-time road traffic awareness model based on optimal multi-channel self-organized time division multiple access algorithm. Comput. Electr. Eng. 58: 299-309 (2017) - [j21]Linlin Xu, Alexander Wong, David A. Clausi:
An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills. IEEE Geosci. Remote. Sens. Lett. 14(2): 188-192 (2017) - [j20]Yongfeng Cao, Linlin Xu, David A. Clausi:
Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004-2013) RADARSAT Data. Remote. Sens. 9(10): 1041 (2017) - [j19]Linlin Xu, David A. Clausi, Fan Li, Alexander Wong:
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty. IEEE Trans. Geosci. Remote. Sens. 55(3): 1424-1436 (2017) - [j18]Linlin Xu, Alexander Wong, David A. Clausi:
A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 55(9): 4913-4924 (2017) - 2016
- [j17]Linlin Xu, Ruimin Wang, Zhouwang Yang, Jiansong Deng, Falai Chen, Ligang Liu:
Surface approximation via sparse representation and parameterization optimization. Comput. Aided Des. 78: 179-187 (2016) - [j16]Chien-Ming Chen, Linlin Xu, Tsu-Yang Wu, Ci-Rong Li:
On the Security of a Chaotic Maps-based Three-party Authenticated Key Agreement Protocol. J. Netw. Intell. 1(2): 61-66 (2016) - [j15]Linlin Xu, Alexander Wong, Fan Li, David A. Clausi:
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 695-707 (2016) - [j14]Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, David A. Clausi:
Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2882-2890 (2016) - [j13]Linlin Xu, Alexander Wong, Fan Li, David A. Clausi:
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 54(2): 1118-1130 (2016) - [j12]Lei Wang, Katharine Andrea Scott, Linlin Xu, David A. Clausi:
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study. IEEE Trans. Geosci. Remote. Sens. 54(8): 4524-4533 (2016) - [c9]Xiao Sun, Linlin Xu, Longshan Yang, Yujia Chen, Yuan Fang, Junhuan Peng:
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model. IGARSS 2016: 1607-1610 - [c8]Yuan Fang, Linlin Xu, Xiao Sun, Longshan Yang, Yujia Chen, Junhuan Peng:
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field. IGARSS 2016: 2450-2453 - [c7]Longshan Yang, Linlin Xu, Xiao Sun, Yuan Fang, Yujia Chen, Junhuan Peng:
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint. IGARSS 2016: 4267-4270 - [c6]Yongfeng Cao, Linlin Xu, David A. Clausi:
Active learning for identifying marine oil spills using 10-year RADARSAT data. IGARSS 2016: 7722-7725 - 2015
- [j11]Linlin Xu, Ruimin Wang, Juyong Zhang, Zhouwang Yang, Jiansong Deng, Falai Chen, Ligang Liu:
Survey on sparsity in geometric modeling and processing. Graph. Model. 82: 160-180 (2015) - [j10]Fan Li, Linlin Xu, Alexander Wong, David A. Clausi:
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 12(7): 1566-1570 (2015) - [j9]Fan Li, Linlin Xu, Alexander Wong, David A. Clausi:
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning. IEEE Geosci. Remote. Sens. Lett. 12(12): 2486-2490 (2015) - [j8]Fan Li, Linlin Xu, Parthipan Siva, Alexander Wong, David A. Clausi:
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2427-2438 (2015) - [j7]Linlin Xu, Fan Li, Alexander Wong, David A. Clausi:
Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 3025-3038 (2015) - [c5]Yiding Wang, Linlin Xu:
Study of Heterogeneous Dorsal Hand Vein Recognition Based on Multi-device. CCBR 2015: 287-296 - [c4]Fan Li, David A. Clausi, Lei Wang, Linlin Xu:
A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery. CVPR Workshops 2015: 28-35 - [c3]Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi:
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model. CVPR Workshops 2015: 79-86 - [c2]Chien-Ming Chen, Linlin Xu, Xiaojie Zhang, Tsu-Yang Wu, Jeng-Shyang Pan:
On the Security of a Mutual Authentication and Key Agreement Protocol Based on Chaotic Maps. RVSP 2015: 143-146 - 2014
- [b1]Linlin Xu:
Mixture of Latent Variable Models for Remotely Sensed Image Processing. University of Waterloo, Ontario, Canada, 2014 - [j6]Linlin Xu, Jonathan Li:
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 11(4): 823-827 (2014) - [j5]Linlin Xu, Jonathan Li, Alexander Wong, Junhuan Peng:
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation. IEEE Geosci. Remote. Sens. Lett. 11(10): 1787-1791 (2014) - [j4]Linlin Xu, Jonathan Li, Yuanming Shu, Junhuan Peng:
SAR Image Denoising via Clustering-Based Principal Component Analysis. IEEE Trans. Geosci. Remote. Sens. 52(11): 6858-6869 (2014) - 2013
- [j3]Lubin Fan, Ruimin Wang, Linlin Xu, Jiansong Deng, Ligang Liu:
Modeling by Drawing with Shadow Guidance. Comput. Graph. Forum 32(7): 157-166 (2013) - [c1]Li Xie, Geng Yang, Linlin Xu, Fernando Seoane, Qiang Chen, Li-Rong Zheng:
Characterization of dry biopotential electrodes. EMBC 2013: 1478-1481 - 2012
- [j2]Moji Wei, Jianliang Xu, Hongyan Yun, Linlin Xu:
Ontology-based home service model. Comput. Sci. Inf. Syst. 9(2): 813-838 (2012) - [j1]Li Xie, Geng Yang, Matti Mäntysalo, Linlin Xu, Fredrik Jonsson, Li-Rong Zheng:
Heterogeneous Integration of Bio-Sensing System-on-Chip and Printed Electronics. IEEE J. Emerg. Sel. Topics Circuits Syst. 2(4): 672-682 (2012)
Coauthor Index
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