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Livres
Articles (116)
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Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

Zhu, Xiao Xiang, Tuia, Devis, Mou, Lichao, Xia, Gui-Song, Zhang, Liangpei, Xu, Feng, Fraundorfer, Friedrich

Journal:

IEEE Geoscience and Remote Sensing Magazine

Année:

2017

Langue:

english

Fichier:

PDF, 6.11 MB

english, 2017

An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine

Wang, Yudie, Li, Zhiwei, Zeng, Chao, Xia, Gui-Song, Shen, Huanfeng

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2020

Langue:

english

Fichier:

PDF, 1.89 MB

english, 2020

Deep Learning for Remote Sensing Image Understanding

Zhang, Liangpei, Xia, Gui-Song, Wu, Tianfu, Lin, Liang, Tai, Xue Cheng

Journal:

Journal of Sensors

Année:

2016

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2016

[Lecture Notes in Computer Science] Video Analytics. Face and Facial Expression Recognition Volume 11264 (Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers) ||

Bai, Xiang, Fang, Yi, Jia, Yangqing, Kan, Meina, Shan, Shiguang, Shen, Chunhua, Wang, Jingdong, Xia, Gui-Song, Yan, Shuicheng, Zhang, Zhaoxiang, Nasrollahi, Kamal, Hua, Gang, Moeslund, Thomas B., Ji,

Année:

2019

Langue:

english

Fichier:

PDF, 8.88 MB

english, 2019

[IEEE 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Salt Lake City, UT (2018.6.18-2018.6.23)] 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition - DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

Xia, Gui-Song, Bai, Xiang, Ding, Jian, Zhu, Zhen, Belongie, Serge, Luo, Jiebo, Datcu, Mihai, Pelillo, Marcello, Zhang, Liangpei

Année:

2018

Langue:

english

Fichier:

PDF, 9 KB

english, 2018

Small object detection in forward-looking infrared images with sea clutter using context-driven Bayesian saliency model

Yu, Jin-Gang, Xia, Gui-Song, Deng, Jianjin, Tian, Jinwen

Journal:

Infrared Physics & Technology

Année:

2015

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2015

Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation

Xia, Gui-Song, Datcu, Mihai, Yang, Wen, Bai, Xiang

Journal:

Geo-Spatial Information Science

Année:

2018

Langue:

english

Fichier:

PDF, 631 KB

english, 2018

Image Stitching by Line-guided Local Warping with Global Similarity Constraint

Xiang, Tian-Zhu, Xia, Gui-Song, Bai, Xiang, Zhang, Liangpei

Journal:

Pattern Recognition

Année:

2018

Langue:

english

Fichier:

PDF, 19.14 MB

english, 2018

A Functional Representation for Graph Matching

Wang, Fu-Dong, Xue, Nan, Zhang, Yipeng, Xia, Gui-Song, Pelillo, Marcello

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2019

Langue:

english

Fichier:

PDF, 7 KB

english, 2019

A geometry-attentional network for ALS point cloud classification

Li, Wuzhao, Wang, Fu-Dong, Xia, Gui-Song

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2020

Fichier:

PDF, 7.04 MB

2020

Parsing very high resolution urban scene images by learning deep ConvNets with edge-aware loss

Zheng, Xianwei, Huan, Linxi, Xia, Gui-Song, Gong, Jianya

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2020

Fichier:

PDF, 10.07 MB

2020

Shape-based Invariant Texture Indexing

Gui-Song Xia, Julie Delon, Yann Gousseau

Journal:

International Journal of Computer Vision

Année:

2010

Langue:

english

Fichier:

PDF, 9.76 MB

english, 2010

Accurate Junction Detection and Characterization in Natural Images

Gui-Song Xia, Julie Delon, Yann Gousseau

Journal:

International Journal of Computer Vision

Année:

2014

Langue:

english

Fichier:

PDF, 3.13 MB

english, 2014

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Locally warping-based image stitching by imposing line constraints

Xiang, Tianzhu, Xia, Gui-Song, Zhang, Liangpei, Ningning Huang,

Année:

2016

Langue:

english

Fichier:

PDF, 3.49 MB

english, 2016

Image Caption Generation with Part of Speech Guidance

He, Xinwei, Shi, Baoguang, Bai, Xiang, Xia, Gui-Song, Zhang, Zhaoxiang, Dong, Weisheng

Journal:

Pattern Recognition Letters

Année:

2017

Langue:

english

Fichier:

PDF, 3.86 MB

english, 2017

Analysis of large-scale UAV images using a multi-scale hierarchical representation

Yu, Huai, Wang, Jinwang, Bai, Yu, Yang, Wen, Xia, Gui-Song

Journal:

Geo-Spatial Information Science

Année:

2018

Langue:

english

Fichier:

PDF, 3.57 MB

english, 2018

A survey on vision-based UAV navigation

Lu, Yuncheng, Xue, Zhucun, Xia, Gui-Song, Zhang, Liangpei

Journal:

Geo-Spatial Information Science

Année:

2018

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2018

[IEEE IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Valencia, Spain (2018.7.22-2018.7.27)] IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery

Tong, Xin-Yi, Lu, Qikai, Xia, Gui-Song, Zhang, Liangpei

Année:

2018

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2018

UAVid: A semantic segmentation dataset for UAV imagery

Lyu, Ye, Vosselman, George, Xia, Gui-Song, Yilmaz, Alper, Yang, Michael Ying

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2020

Fichier:

PDF, 26.72 MB

2020

X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data

Hong, Danfeng, Yokoya, Naoto, Xia, Gui-Song, Chanussot, Jocelyn, Zhu, Xiao Xiang

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Année:

2020

Fichier:

PDF, 10.78 MB

2020

SAR-Based Terrain Classification Using Weakly Supervised Hierarchical Markov Aspect Models

Yang, Wen, Dai, Dengxin, Triggs, Bill, Xia, Gui-Song

Journal:

IEEE Transactions on Image Processing

Année:

2012

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2012

An Adaptive and Iterative Method of Urban Area Extraction From SAR Images

Chu He, Gui-song Xia, Hong Sun

Journal:

IEEE Geoscience and Remote Sensing Letters

Année:

2006

Langue:

english

Fichier:

PDF, 539 KB

english, 2006

[IEEE 2006 8th international Conference on Signal Processing - Guilin, China (2006.11.16-2006.11.20)] 2006 8th international Conference on Signal Processing - Urban extraction from SAR images using local statistical characteristics and gaussian markov random field mod

Xia, Gui-song, He, Chu, Yu, Lei, Sun, Hong

Année:

2006

Langue:

english

Fichier:

PDF, 511 KB

english, 2006

Mid-level features and spatio-temporal context for activity recognition

Fei Yuan, Gui-Song Xia, Hichem Sahbi, Veronique Prinet

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2012

[IEEE 2010 17th IEEE International Conference on Image Processing (ICIP 2010) - Hong Kong, Hong Kong (2010.09.26-2010.09.29)] 2010 IEEE International Conference on Image Processing - Topographic gray level multiscale analysis and its application to histogram modification

He, Chu, Deng, Xin-Ping, Xia, Gui-Song, Yang, Wen, Sun, Hong

Année:

2010

Langue:

english

Fichier:

PDF, 598 KB

english, 2010

Extreme value theory-based calibration for the fusion of multiple features in high-resolution satellite scene classification

Shao, Wen, Yang, Wen, Xia, Gui-Song

Journal:

International Journal of Remote Sensing

Année:

2013

Langue:

english

Fichier:

PDF, 576 KB

english, 2013

[IEEE 2011 First Asian Conference on Pattern Recognition (ACPR 2011) - Beijing, China (2011.11.28-2011.11.28)] The First Asian Conference on Pattern Recognition - Spatio-Temporal Interest Points Chain (STIPC) for activity recognition

Yuan, Fei, Gui-Song Xia,, Sahbi, Hichem, Prinet, Veronique

Année:

2011

Langue:

english

Fichier:

PDF, 649 KB

english, 2011

[IEEE 2006 CIE International Conference on Radar - Shanghai, China (2006.10.16-2006.10.19)] 2006 CIE International Conference on Radar - An Unsupervised Segmentation Method Using Markov Random Field on Region Adjacency Graph for SAR Images

Xia, Gui-song, He, Chu, Sun, Hong

Année:

2006

Langue:

english

Fichier:

PDF, 5.22 MB

english, 2006

A Rapid and Automatic MRF-Based Clustering Method for SAR Images

Xia, Gui-Song, He, Chu, Sun, Hong

Journal:

IEEE Geoscience and Remote Sensing Letters

Année:

2007

Langue:

english

Fichier:

PDF, 667 KB

english, 2007

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions

Liu, Jie, Yang, Wen, Xia, Gui-Song, Liao, Mingsheng

Année:

2013

Langue:

english

Fichier:

PDF, 745 KB

english, 2013

[IEEE 2007 IEEE Conference on Computer Vision and Pattern Recognition - Minneapolis, MN, USA (2007.06.17-2007.06.22)] 2007 IEEE Conference on Computer Vision and Pattern Recognition - Compositional Boosting for Computing Hierarchical Image Structures

Wu, Tian-Fu, Xia, Gui-Song, Zhu, Song-Chun

Année:

2007

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2007

Synthesizing and Mixing Stationary Gaussian Texture Models

Xia, Gui-Song, Ferradans, Sira, Peyré, Gabriel, Aujol, Jean-François

Journal:

SIAM Journal on Imaging Sciences

Année:

2014

Langue:

english

Fichier:

PDF, 5.93 MB

english, 2014

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - A perception-inspired building index for automatic built-up area detection in high-resolution satellite images

Liu, Gang, Xia, Gui-Song, Huang, Xin, Yang, Wen, Zhang, Liangpei

Année:

2013

Langue:

english

Fichier:

PDF, 516 KB

english, 2013

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Locally invariant texture analysis from the topographic map

Gui-Song Xia,, Delon, Julie, Gousseau, Yann

Année:

2008

Langue:

english

Fichier:

PDF, 485 KB

english, 2008

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Anisotropic diffusion on complex tensor fields for PolSAR image filtering

Nan Xue,, Gui-Song Xia,, Liangpei Zhang,

Année:

2014

Langue:

english

Fichier:

PDF, 566 KB

english, 2014

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Spectral active clustering of remote sensing images

Zifeng Wang,, Gui-Song Xia,, Caiming Xiong,, Liangpei Zhang,

Année:

2014

Langue:

english

Fichier:

PDF, 5.91 MB

english, 2014

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - SAR image segmentation via non-local active contours

Gang Liu,, Gui-Song Xia,, Wen Yang,, Nan Xue,

Année:

2014

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2014

[IEEE 2012 19th IEEE International Conference on Image Processing (ICIP 2012) - Orlando, FL, USA (2012.09.30-2012.10.3)] 2012 19th IEEE International Conference on Image Processing - Compact representations of stationary dynamic textures

Xia, Gui-Song, Ferradans, Sira, Peyre, Gabriel, Aujol, Jean-Francois

Année:

2012

Langue:

english

Fichier:

PDF, 275 KB

english, 2012

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Unsupervised feature coding on local patch manifold for satellite image scene classification

Fan Hu,, Gui-Song Xia,, Zifeng Wang,, Liangpei Zhang,, Hong Sun,

Année:

2014

Langue:

english

Fichier:

PDF, 888 KB

english, 2014

Multi-level max-margin analysis for semantic classification of satellite images

Hu, Fan, Xia, Gui-Song, Sun, Hong

Journal:

Wuhan University Journal of Natural Sciences

Année:

2015

Langue:

english

Fichier:

PDF, 983 KB

english, 2015

Learning High-level Features for Satellite Image Classification With Limited Labeled Samples

Yang, Wen, Yin, Xiaoshuang, Xia, Gui-Song

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Année:

2015

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2015

SPIE Proceedings [SPIE Eighth International Symposium on Multispectral Image Processing and Pattern Recognition - Wuhan, China (Saturday 26 October 2013)] MIPPR 2013: Automatic Target Recognition and Navigation - Target detection in SAR images via radiometric multi-resolution analysis

Hu, Jingwen, Xia, Gui-Song, Sun, Hong, Zhang, Tianxu, Sang, Nong

Année:

2013

Langue:

english

Fichier:

PDF, 405 KB

english, 2013

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Texture Analysis with Shape Co-occurrence Patterns

Liu, Gang, Xia, Gui-Song, Yang, Wen, Zhang, Liangpei

Année:

2014

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2014

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Semi-supervised feature learning for remote sensing image classification

Xiaoshuang Yin,, Wen Yang,, Gui-Song Xia,, Lixia Dong,

Année:

2014

Langue:

english

Fichier:

PDF, 402 KB

english, 2014

Multi-object tracking with inter-feedback between detection and tracking

Tian, Shu, Yuan, Fei, Xia, Gui-Song

Journal:

Neurocomputing

Année:

2015

Langue:

english

Fichier:

PDF, 3.68 MB

english, 2015

Correlation between microRNA-21 and expression of Th17 and Treg cells in microenvironment of rats with hepatocellular carcinoma

Yao, Shao-Xin, Zhang, Gui-Song, Cao, Hong-Xia, Song, Guang, Li, Zang-Tuo, Zhang, Wei-Tao

Journal:

Asian Pacific Journal of Tropical Medicine

Année:

2015

Langue:

english

Fichier:

PDF, 561 KB

english, 2015

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

Hu, Fan, Xia, Gui-Song, Wang, Zifeng, Huang, Xin, Zhang, Liangpei, Sun, Hong

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2015

Langue:

english

Fichier:

PDF, 2.16 MB

english, 2015

Globally Consistent Correspondence of Multiple Feature Sets Using, Proximal Gauss-Seidel Relaxation

Yu, Jin-Gang, Xia, Gui-Song, Samal, Ashok, Tian, Jinwen

Journal:

Pattern Recognition

Année:

2015

Langue:

english

Fichier:

PDF, 1021 KB

english, 2015

Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation

Zhang, Haijian, Yu, Lei, Xia, Gui-Song

Journal:

IEEE Signal Processing Letters

Année:

2016

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2016

SPIE Proceedings [SPIE International Symposium on Multispectral Image Processing and Pattern Recognition - Wuhan, China (Thursday 15 November 2007)] MIPPR 2007: Pattern Recognition and Computer Vision - JBC: Joint Boost Clustering method for synthesis aperture radar images

Liu, Mengling, He, Chu, Xia, Gui-Song, Xu, Xin, Sun, Hong, Maybank, S. J., Ding, Mingyue, Wahl, F., Zhu, Yaoting

Année:

2007

Langue:

english

Fichier:

PDF, 514 KB

english, 2007