Special Section on Feature and Deep Learning in Remote Sensing Applications
J. Appl. Remote Sens 11(4), 042602 (18 August 2017) doi:10.1117/1.JRS.11.042602
TOPICS: Target detection, Detection and tracking algorithms, Optical tracking, Video, Databases, Statistical analysis, Algorithm development, Electronic filtering, Image filtering, Sensors
J. Appl. Remote Sens 11(4), 042603 (19 August 2017) doi:10.1117/1.JRS.11.042603
TOPICS: Image segmentation, Convolution, Synthetic aperture radar, Remote sensing, Charge-coupled devices, Network architectures, Binary data, Image processing, Image fusion, CCD image sensors
Ghasem Abdi, Farhad Samadzadegan, Peter Reinartz
J. Appl. Remote Sens 11(4), 042604 (22 August 2017) doi:10.1117/1.JRS.11.042604
TOPICS: Hyperspectral imaging, Image classification, Data modeling, Remote sensing, Long wavelength infrared, Principal component analysis, Earth sciences, Error analysis, Image filtering, Spatial resolution
Chunhui Zhao, Xueyuan Li, Haifeng Zhu
J. Appl. Remote Sens 11(4), 042605 (5 September 2017) doi:10.1117/1.JRS.11.042605
TOPICS: Detection and tracking algorithms, Denoising, Target detection, Lithium, Feature extraction, Hyperspectral imaging, Sensors, Neural networks, Hyperspectral target detection, Image fusion
Hongzhen Wang, Yongchao Gong, Ying Wang, Lingfeng Wang, Chunhong Pan
J. Appl. Remote Sens 11(4), 042606 (1 September 2017) doi:10.1117/1.JRS.11.042606
TOPICS: Remote sensing, Satellite imaging, Earth observing sensors, Satellites, Data modeling, Object recognition, Lab on a chip, Convolutional neural networks, Feature extraction, Neural networks
Mengmeng Zhang, Wei Li, Qian Du
J. Appl. Remote Sens 11(4), 042607 (1 September 2017) doi:10.1117/1.JRS.11.042607
TOPICS: Image classification, Image segmentation, Image fusion, Hyperspectral imaging, Spatial resolution, Lithium, Data fusion, Information fusion, Convolutional neural networks, Remote sensing
Manil Maskey, Rahul Ramachandran, Jeffrey Miller
J. Appl. Remote Sens 11(4), 042608 (1 September 2017) doi:10.1117/1.JRS.11.042608
TOPICS: Image classification, Earth sciences, Air contamination, Convolution, MODIS, Satellites, Classification systems, Data archive systems, Satellite imaging, Data modeling
J. Appl. Remote Sens 11(4), 042609 (23 September 2017) doi:10.1117/1.JRS.11.042609
TOPICS: Remote sensing, Data modeling, Convolution, Sensors, Image segmentation, Image classification, Synthetic aperture radar, Image processing, RGB color model, Machine learning
Estanislau Lima, Xin Sun, Yuting Yang, Junyu Dong
J. Appl. Remote Sens 11(4), 042610 (20 September 2017) doi:10.1117/1.JRS.11.042610
TOPICS: Data modeling, Remote sensing, Convolutional neural networks, RGB color model, Network architectures, Detection and tracking algorithms, Image classification, Performance modeling, Convolution, Image processing
J. Appl. Remote Sens 11(4), 042611 (20 September 2017) doi:10.1117/1.JRS.11.042611
TOPICS: Remote sensing, Convolutional neural networks, Target detection, Clouds, Feature extraction, Image processing, Ocean optics, Detection and tracking algorithms, Sensors, Convolution
Li Ma, Jiazhen Song
J. Appl. Remote Sens 11(4), 042612 (20 September 2017) doi:10.1117/1.JRS.11.042612
TOPICS: Neural networks, Remote sensing, Simulation of CCA and DLA aggregates, Image classification, Detection and tracking algorithms, Lithium, Image fusion, Composites, Hyperspectral imaging, Feature extraction
Chang Luo, Jie Wang, Gang Feng, Suhui Xu, Shiqiang Wang
J. Appl. Remote Sens 11(4), 042613 (18 September 2017) doi:10.1117/1.JRS.11.042613
TOPICS: Scene classification, Remote sensing, Convolutional neural networks, Visualization, Data modeling, Machine vision, Computer vision technology, Image processing, Image classification, Visual process modeling
Richard Marcum, Curt Davis, Grant Scott, Tyler Nivin
J. Appl. Remote Sens 11(4), 042614 (6 October 2017) doi:10.1117/1.JRS.11.042614
TOPICS: Visualization, Image processing, Missiles, RGB color model, Remote sensing, Image analysis, Databases, Feature extraction, Convolutional neural networks, Statistical analysis
Tao Liu, Ying Li, Ying Cao, Qiang Shen
J. Appl. Remote Sens 11(4), 042615 (12 October 2017) doi:10.1117/1.JRS.11.042615
TOPICS: Synthetic aperture radar, Neurons, Convolution, Computer simulations, Device simulation, Convolutional neural networks, Floods, Detection and tracking algorithms, Sensors, Image processing
Moussa Amrani, Feng Jiang
J. Appl. Remote Sens 11(4), 042616 (17 October 2017) doi:10.1117/1.JRS.11.042616
TOPICS: Synthetic aperture radar, Feature extraction, Databases, Detection and tracking algorithms, Image fusion, Image classification, Image processing, Matrices, Mahalanobis distance, Automatic target recognition
Xiaofeng Sun, Shuhan Shen, Xiangguo Lin, Zhanyi Hu
J. Appl. Remote Sens 11(4), 042617 (5 December 2017) doi:10.1117/1.JRS.11.042617
TOPICS: Convolution, Data modeling, Remote sensing, Classification systems, Visual process modeling, Image classification, Buildings, Machine vision, Computer vision technology, Network architectures
Shahid Karim, Ye Zhang, Muhammad Rizwan Asif, Saad Ali
J. Appl. Remote Sens 11(4), 042618 (1 December 2017) doi:10.1117/1.JRS.11.042618
TOPICS: Feature extraction, Satellite imaging, Earth observing sensors, Satellites, Binary data, Sensors, Detection and tracking algorithms, Image processing, Image resolution, Image segmentation
Jingbo Chen, Chengyi Wang, Anzhi Yue, Jiansheng Chen, Dongxu He, Xiuyan Zhang
J. Appl. Remote Sens 11(4), 042619 (30 November 2017) doi:10.1117/1.JRS.11.042619
TOPICS: Convolutional neural networks, Remote sensing, Vegetation, Earth observing sensors, Detection and tracking algorithms, Satellite imaging, Satellites, Machine vision, Computer vision technology, Visualization
Evangelos Maltezos, Nikolaos Doulamis, Anastasios Doulamis, Charalabos Ioannidis
J. Appl. Remote Sens 11(4), 042620 (6 December 2017) doi:10.1117/1.JRS.11.042620
TOPICS: Vegetation, Data modeling, Convolutional neural networks, Clouds, Image processing, Algorithm development, LIDAR, 3D image processing, Remote sensing, Machine learning
Jin Gwan Ha, Hyeonjoon Moon, Jin Tae Kwak, Syed Ibrahim Hassan, Minh Dang, O New Lee, Han Yong Park
J. Appl. Remote Sens 11(4), 042621 (1 December 2017) doi:10.1117/1.JRS.11.042621
TOPICS: Unmanned aerial vehicles, Convolutional neural networks, Image segmentation, RGB color model, Machine learning, Computing systems, Agriculture, Feature extraction, Image processing, Remote sensing
Sensor and Platform Technologies
Takashi Nonaka, Tomohito Asaka, Keishi Iwashita, Wen Liu, Fumio Yamazaki, Tadashi Sasagawa
J. Appl. Remote Sens 11(4), 044001 (4 October 2017) doi:10.1117/1.JRS.11.044001
TOPICS: Synthetic aperture radar, Quantitative analysis, Error analysis, Satellite navigation systems, Radar, Satellites, Data acquisition, Solids, Statistical analysis, X band
J. Appl. Remote Sens 11(4), 044002 (7 November 2017) doi:10.1117/1.JRS.11.044002
TOPICS: Sensors, Calibration, Radiometry, Satellites, Black bodies, Visible radiation, Infrared imaging, Satellite imaging, Space operations, Diffusers
Image and Signal Processing Methods
Qi Yang, Bin Deng, Ye Zhang, Yuliang Qin, Hongqiang Wang
J. Appl. Remote Sens 11(4), 045001 (2 October 2017) doi:10.1117/1.JRS.11.045001
TOPICS: Scattering, Terahertz radiation, Radar, Imaging systems, Radium, Target detection, Target recognition, Radar imaging, Remote sensing, Backscatter
Shujuan Peng, Changwen Qu, Jianwei Li, Zhi Li, Bing Deng
J. Appl. Remote Sens 11(4), 045002 (4 October 2017) doi:10.1117/1.JRS.11.045002
TOPICS: Synthetic aperture radar, Image enhancement, Image processing, Scattering, Super resolution, Lithium, Image resolution, Data modeling, Statistical analysis, Image restoration
Hui-Lin Wang, Ru An, Jia-jun You, Ying Wang, Yuehong Chen, Xiao-ji Shen, Wei Gao, Yi-nan Wang, Yu Zhang, Zhe Wang, Jonathan Arthur Quaye-Ballard
J. Appl. Remote Sens 11(4), 045003 (6 October 2017) doi:10.1117/1.JRS.11.045003
TOPICS: Soil science, Climatology, Data modeling, Performance modeling, Lawrencium, Microwave radiation, Spatial resolution, Error analysis, Environmental sensing, Temperature metrology
Antigoni Panagiotopoulou, Emmanuel Bratsolis, Eleni Charou, Stavros Perantonis
J. Appl. Remote Sens 11(4), 045004 (17 October 2017) doi:10.1117/1.JRS.11.045004
TOPICS: LIDAR, Image classification, Image fusion, Super resolution, Image restoration, Data modeling, Spatial resolution, Image resolution, 3D modeling, Error analysis
Mohammad Hossein Gamshadzaei, Majid Rahimzadegan
J. Appl. Remote Sens 11(4), 045005 (17 October 2017) doi:10.1117/1.JRS.11.045005
TOPICS: Earth observing sensors, Evolutionary algorithms, Landsat, Particle swarm optimization, Satellite imaging, Satellites, Vegetation, Particles, Artificial intelligence, Reflectivity
Ying Cui, Guojiao Song, Xueting Wang, Zhongjun Lu, Liguo Wang
J. Appl. Remote Sens 11(4), 045006 (27 October 2017) doi:10.1117/1.JRS.11.045006
TOPICS: Hyperspectral imaging, Image classification, Remote sensing, Lutetium, Spatial resolution, Communication engineering, Machine learning, Agriculture, Lithium, Astatine
Chunlei Huo, Leigang Huo, Zhixin Zhou, Chunhong Pan
J. Appl. Remote Sens 11(4), 045007 (27 October 2017) doi:10.1117/1.JRS.11.045007
TOPICS: Image classification, Buildings, Feature extraction, Binary data, Vegetation, Feature selection, Spatial resolution, Visualization, Pattern recognition, Remote sensing
Ahmad Zavvartorbati, Hamid Dehghani, Ali Jabar Rashidi
J. Appl. Remote Sens 11(4), 045008 (2 November 2017) doi:10.1117/1.JRS.11.045008
TOPICS: Camouflage, Target detection, Detection and tracking algorithms, Hyperspectral imaging, Hyperspectral target detection, Target recognition, Sensors, Visualization, Eye, Binary data
Ugur Ergul, Gokhan Bilgin
J. Appl. Remote Sens 11(4), 045009 (29 November 2017) doi:10.1117/1.JRS.11.045009
TOPICS: Hyperspectral imaging, Image classification, Machine learning, Binary data, Image processing, Remote sensing, Data modeling, Data acquisition, Spectroscopy, Metals
Bin Zhang, Yueyan Liu, Zuyu Zhang, Yonglin Shen
J. Appl. Remote Sens 11(4), 045010 (1 December 2017) doi:10.1117/1.JRS.11.045010
TOPICS: Image classification, Associative arrays, Feature extraction, Remote sensing, Image segmentation, Roads, Visualization, Vegetation, Classification systems, Visual process modeling
Xingyu Lu, Weimin Su, Jianchao Yang, Hong Gu
J. Appl. Remote Sens 11(4), 045011 (6 December 2017) doi:10.1117/1.JRS.11.045011
TOPICS: Synthetic aperture radar, Signal attenuation, Content addressable memory, Interference (communication), Image processing, Lutetium, Image quality, Signal to noise ratio, Signal processing, Electronic filtering
Siyu Li, Ling Wang
J. Appl. Remote Sens 11(4), 045012 (8 December 2017) doi:10.1117/1.JRS.11.045012
TOPICS: Image fusion, Synthetic aperture radar, Target detection, Visible radiation, Discrete wavelet transforms, Stationary wavelet transform, Wavelets, Image filtering, Infrared imaging, Detection and tracking algorithms
Zhihui Li, Hanwei Liu, Yongshun Zhang, Yiduo Guo
J. Appl. Remote Sens 11(4), 045013 (8 December 2017) doi:10.1117/1.JRS.11.045013
TOPICS: Detection and tracking algorithms, Associative arrays, Statistical analysis, Doppler effect, Radar, Tolerancing, Signal to noise ratio, Environmental sensing, Target detection, Spatial frequencies
Remote Sensing Applications and Decision Support
Lucie Rottner, Christophe Baehr, Alain Dabas, Linda Hammoud
J. Appl. Remote Sens 11(4), 046001 (2 October 2017) doi:10.1117/1.JRS.11.046001
TOPICS: LIDAR, Turbulence, Particles, Doppler effect, Reconstruction algorithms, Atmospheric particles, Stochastic processes, Wind measurement, Atmospheric modeling, Particle systems
Gordana Kaplan, Ugur Avdan
J. Appl. Remote Sens 11(4), 046002 (4 October 2017) doi:10.1117/1.JRS.11.046002
TOPICS: Earth observing sensors, Landsat, Sun, Satellites, Satellite imaging, Clouds, Infrared radiation, Accuracy assessment, Remote sensing, Infrared imaging
Varun Narayan Mishra, Rajendra Prasad, Pradeep Kumar, Prashant Srivastava, Praveen Kumar Rai
J. Appl. Remote Sens 11(4), 046003 (12 October 2017) doi:10.1117/1.JRS.11.046003
TOPICS: Earth observing sensors, Landsat, Polarization, Backscatter, Synthetic aperture radar, Vegetation, Associative arrays, Image classification, Image filtering, Satellites
Meng Lv, Xinbin Zhao, Liming Liu, Ling Jing
J. Appl. Remote Sens 11(4), 046004 (13 October 2017) doi:10.1117/1.JRS.11.046004
TOPICS: Hyperspectral imaging, Chromium, Principal component analysis, Statistical analysis, Matrices, Feature extraction, Image classification, Data modeling, Reflectivity, Agriculture
Julie Gaertner, Vanessa Brooks Genovese, Christopher Potter, Kelvin Sewake, Nicholas Manoukis
J. Appl. Remote Sens 11(4), 046005 (13 October 2017) doi:10.1117/1.JRS.11.046005
TOPICS: Vegetation, Image classification, Satellites, Earth observing sensors, Satellite imaging, Agriculture, Spatial resolution, Roads, Global Positioning System, Accuracy assessment
Khunsa Fatima, Muhammad Umar Khan Khattak, Allah Bakhsh Kausar, Muhammad Toqeer, Naghma Haider, Asid Ur Rehman
J. Appl. Remote Sens 11(4), 046006 (17 October 2017) doi:10.1117/1.JRS.11.046006
TOPICS: Earth observing sensors, Minerals, Landsat, Satellites, Satellite imaging, Short wave infrared radiation, Carbonates, Image classification, Image enhancement, Calcite
Ce Zheng, Xue Jiang, Xingzhao Liu
J. Appl. Remote Sens 11(4), 046007 (25 October 2017) doi:10.1117/1.JRS.11.046007
TOPICS: Automatic target recognition, Synthetic aperture radar, Target recognition, Convolutional neural networks, Principal component analysis, Convolution, Detection and tracking algorithms, Cerium, Feature extraction, Databases
Essam Sharaf El Din, Yun Zhang
J. Appl. Remote Sens 11(4), 046008 (27 October 2017) doi:10.1117/1.JRS.11.046008
TOPICS: Earth observing sensors, Landsat, Satellites, Reflectivity, Data modeling, Electroluminescence, Sensors, Statistical analysis, Remote sensing, Oxygen
Joshua Stewart, Wendy Zhou, Paul Santi
J. Appl. Remote Sens 11(4), 046009 (27 October 2017) doi:10.1117/1.JRS.11.046009
TOPICS: Remote sensing, Earth observing sensors, Landsat, Satellites, Radar, Vegetation, Satellite imaging, Short wave infrared radiation, Sensors, Raster graphics
J. Appl. Remote Sens 11(4), 046010 (30 October 2017) doi:10.1117/1.JRS.11.046010
TOPICS: Hyperspectral imaging, Image classification, Algorithm development, Scene classification, Near infrared, Feature extraction, Error analysis, Statistical analysis, Earth sciences, Image sensors
Yanan Xie, Mingliang Zhou, Dengke Pan
J. Appl. Remote Sens 11(4), 046011 (2 November 2017) doi:10.1117/1.JRS.11.046011
TOPICS: Synthetic aperture radar, X band, Radar, Clouds, Error analysis, Computer simulations, Signal attenuation, Scattering, Statistical modeling, Satellites
Xiaojun Li, Xiaozhou Xin, Zhiqing Peng, Hailong Zhang, Li Li, Shanshan Shao, Qinhuo Liu
J. Appl. Remote Sens 11(4), 046012 (6 November 2017) doi:10.1117/1.JRS.11.046012
TOPICS: MODIS, Heat flux, Error analysis, Sensors, Data modeling, Visible radiation, Infrared imaging, Radiometry, Soil science, Satellites
Quanzhou Yu, Shaoqiang Wang, Lei Zhou
J. Appl. Remote Sens 11(4), 046013 (10 November 2017) doi:10.1117/1.JRS.11.046013
TOPICS: Near infrared, Reflectivity, Nitrogen, Pulmonary function tests, Remote sensing, Vegetation, Ecosystems, Statistical analysis, Modulation, Carbon
Justin D. Harms, Charles M. Bachmann, Brittany L. Ambeau, Jason W. Faulring, Andres J. Ruiz Torres, Gregory Badura, Emily Myers
J. Appl. Remote Sens 11(4), 046014 (24 November 2017) doi:10.1117/1.JRS.11.046014
TOPICS: Spectroscopy, Sensors, Reflectivity, Head, Global Positioning System, Calibration, Actuators, Laser range finders, Short wave infrared radiation, Spherical lenses
Sanwit Iabchoon, Sangdao Wongsai, Kanoksuk Chankon
J. Appl. Remote Sens 11(4), 046015 (30 November 2017) doi:10.1117/1.JRS.11.046015
TOPICS: Image segmentation, Roads, Image analysis, Satellites, Vegetation, Earth observing sensors, Image classification, Satellite imaging, Data modeling, Digital imaging
Wang Zhou, Bin Peng, Jiancheng Shi
J. Appl. Remote Sens 11(4), 046016 (5 December 2017) doi:10.1117/1.JRS.11.046016
TOPICS: Clouds, MODIS, Remote sensing, Alternate lighting of surfaces, Spatial resolution, Satellites, Microwave radiation, Data modeling, Temperature metrology, Error analysis
Ning Wang, Li Jia, Chaolei Zheng, Massimo Menenti
J. Appl. Remote Sens 11(4), 046017 (8 December 2017) doi:10.1117/1.JRS.11.046017
TOPICS: Satellites, Earth observing sensors, Heat flux, Humidity, Remote sensing, Aerodynamics, Data centers, Spatial resolution, MODIS, Wind energy
Gopal Sharma, Prashant Kumar Champati Ray, Sarada Prasad Mohanty, Param Kirti Rao Gautam, Suresh Kannaujiya
J. Appl. Remote Sens 11(4), 046018 (8 December 2017) doi:10.1117/1.JRS.11.046018
TOPICS: Earthquakes, Satellite navigation systems, Global Positioning System, Satellites, Receivers, Ions, Solar processes, Earth's atmosphere, Data centers, Remote sensing
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