Xiuping Jia
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Chinese-Australia electrical engineer
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Xiuping Jiaengineering Degrees
Engineering
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Electrical Engineering
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#1407
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Applied Physics
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Engineering
Xiuping Jia's Degrees
- Bachelors Electrical Engineering Tsinghua University
Why Is Xiuping Jia Influential?
(Suggest an Edit or Addition)According to Wikipedia, Xiuping Jia is a Chinese-Australian electrical engineer and image processing researcher whose topics of interest include image classification, photogrammetry, remote sensing, and hyperspectral imaging. She is an associate professor of electrical engineering in the School of Engineering and Information Technology at the Australian Defence Force Academy campus of the University of New South Wales . She also held an affiliation with the Sino-Australian Joint Research Center for Coastal Zone Management, a joint research project of UNSW with the Ocean University of China.
Xiuping Jia's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks (2016) (1694)
- Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network (2015) (878)
- Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification (1999) (403)
- Feature Mining for Hyperspectral Image Classification (2013) (343)
- Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification (2016) (187)
- Multiple Kernel Learning for Hyperspectral Image Classification: A Review (2017) (172)
- Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery (2011) (164)
- Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network (2017) (164)
- Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data (2011) (152)
- Efficient maximum likelihood classification for imaging spectrometer data sets (1994) (143)
- Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning (2018) (122)
- Deep Fusion of Remote Sensing Data for Accurate Classification (2017) (115)
- A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification (2015) (101)
- Collinearity and orthogonality of endmembers in linear spectral unmixing (2012) (94)
- A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification (2017) (91)
- Integration of Soft and Hard Classifications Using Extended Support Vector Machines (2009) (85)
- Superpixel-Based Graphical Model for Remote Sensing Image Mapping (2015) (84)
- Mapping two Eucalyptus subgenera using multiple endmember spectral mixture analysis and continuum-removed imaging spectrometry data (2011) (82)
- Deep Learning Ensemble for Hyperspectral Image Classification (2019) (81)
- Super Resolution for Remote Sensing Images Based on a Universal Hidden Markov Tree Model (2010) (81)
- Cluster-space representation for hyperspectral data classification (2002) (81)
- Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification (2017) (77)
- A comparison of information value and logistic regression models in landslide susceptibility mapping by using GIS (2016) (75)
- Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning (2016) (75)
- Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection (2019) (74)
- A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing (2011) (71)
- Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification (2019) (70)
- Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification (2016) (69)
- A Dynamic Neighborhood Learning-Based Gravitational Search Algorithm (2018) (69)
- A Discontinuity Preserving Relaxation Scheme for Spectral–Spatial Hyperspectral Image Classification (2016) (69)
- Combinational Build-Up Index (CBI) for Effective Impervious Surface Mapping in Urban Areas (2016) (68)
- Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification (2016) (67)
- A stability constrained adaptive alpha for gravitational search algorithm (2018) (67)
- Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints (2010) (66)
- Universal HMT based super resolution for remote sensing images (2008) (66)
- A Novel Geometry-Based Feature-Selection Technique for Hyperspectral Imagery (2007) (62)
- Generalization of Subpixel Analysis for Hyperspectral Data With Flexibility in Spectral Similarity Measures (2009) (61)
- Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields (2008) (61)
- Simplified Conditional Random Fields With Class Boundary Constraint for Spectral-Spatial Based Remote Sensing Image Classification (2012) (60)
- Simultaneous image color correction and enhancement using particle swarm optimization (2013) (59)
- Local Binary Pattern-Based Hyperspectral Image Classification With Superpixel Guidance (2018) (59)
- A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images (2020) (55)
- Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection (2019) (55)
- Collaborative Representation-Based Multiscale Superpixel Fusion for Hyperspectral Image Classification (2019) (54)
- Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification (2014) (54)
- Binary coding of imaging spectrometer data for fast spectral matching and classification (1993) (52)
- From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification (2017) (52)
- Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification (2016) (51)
- Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification (2017) (46)
- Spectral–Spatial Gabor Surface Feature Fusion Approach for Hyperspectral Imagery Classification (2019) (45)
- Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform (2019) (45)
- Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification (2017) (44)
- Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization (2019) (44)
- Three-Dimensional Local Binary Patterns for Hyperspectral Imagery Classification (2016) (43)
- Automatic cloud removal for Landsat 8 OLI images using cirrus band (2014) (43)
- Using Hurst and Lyapunov Exponent For Hyperspectral Image Feature Extraction (2012) (42)
- Superpixel-Based Multitask Learning Framework for Hyperspectral Image Classification (2017) (42)
- Using Suitable Neighbors to Augment the Training Set in Hyperspectral Maximum Likelihood Classification (2008) (41)
- Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis (2016) (40)
- Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks (2021) (40)
- An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery (2021) (38)
- Deep Fusion of Localized Spectral Features and Multi-scale Spatial Features for Effective Classification of Hyperspectral Images (2020) (37)
- Robust Automatic Registration of Multimodal Satellite Images Using CCRE With Partial Volume Interpolation (2012) (37)
- Deep learning based regression for optically inactive inland water quality parameter estimation using airborne hyperspectral imagery. (2021) (36)
- Multiple 3-D Feature Fusion Framework for Hyperspectral Image Classification (2018) (35)
- Deep convolutional networks with residual learning for accurate spectral-spatial denoising (2018) (35)
- Joint weighted nuclear norm and total variation regularization for hyperspectral image denoising (2018) (34)
- High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement (2019) (34)
- Multi-scale superpixel spectral–spatial classification of hyperspectral images (2016) (34)
- Visual impact enhancement via image histogram smoothing and continuous intensity relocation (2011) (34)
- Analysis of Spectral Bands and Spatial Resolutions for Weed Classification Via Deep Convolutional Neural Network (2019) (33)
- Wavelet Packet Analysis and Gray Model for Feature Extraction of Hyperspectral Data (2013) (33)
- Hyperspectral Image Super-Resolution via Intrafusion Network (2020) (32)
- Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data (2017) (32)
- CRF learning with CNN features for hyperspectral image segmentation (2016) (31)
- A Dempster–Shafer Relaxation Approach to Context Classification (2007) (30)
- Superresolution Reconstruction of Multispectral Data for Improved Image Classification (2009) (30)
- One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images (2016) (29)
- Superpixel-based Markov random field for classification of hyperspectral images (2013) (29)
- Super-Resolution for GaoFen-4 Remote Sensing Images (2018) (29)
- Super pixel based remote sensing image classification with histogram descriptors on spectral and spatial data (2012) (27)
- Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction (2021) (27)
- A Framework of Mixed Sparse Representations for Remote Sensing Images (2017) (27)
- A Lightweight Convolutional Neural Network for Hyperspectral Image Classification (2021) (26)
- Unsupervised feature extraction based on a mutual information measure for hyperspectral image classification (2011) (26)
- Fast k-NN classification using the cluster-space approach (2005) (26)
- On Spectral Unmixing Resolution Using Extended Support Vector Machines (2015) (26)
- Gray world based color correction and intensity preservation for image enhancement (2011) (26)
- Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery (2019) (26)
- An improved estimation model for soil heavy metal(loid) concentration retrieval in mining areas using reflectance spectroscopy (2018) (26)
- Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping (2017) (25)
- Multi-Resolution Weed Classification via Convolutional Neural Network and Superpixel Based Local Binary Pattern Using Remote Sensing Images (2019) (25)
- Using imaging spectroscopy to estimate integrated measures of foliage nutritional quality (2012) (25)
- Spectral–Spatial Hyperspectral Image Classification Using a Multiscale Conservative Smoothing Scheme and Adaptive Sparse Representation (2019) (25)
- Dual feature extraction network for hyperspectral image analysis (2021) (25)
- Crater Detection Based on Gist Features (2015) (25)
- DMMOGSA: Diversity-enhanced and memory-based multi-objective gravitational search algorithm (2016) (24)
- Three-dimensional local binary patterns for hyperspectral imagery classification (2017) (24)
- Latent fingerprint segmentation based on convolutional neural networks (2017) (24)
- Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos (2019) (24)
- Multimodal hyperspectral remote sensing: an overview and perspective (2021) (24)
- Spectral Unmixing in Multiple-Kernel Hilbert Space for Hyperspectral Imagery (2013) (24)
- Modified SIFT for multi-modal remote sensing image registration (2012) (23)
- Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks (2021) (22)
- A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection (2018) (22)
- Gravitation-Based Edge Detection in Hyperspectral Images (2017) (22)
- Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for Effective Spectral-Spatial Feature Extraction and Data Classification in Hyperspectral Imagery (2022) (22)
- Hyperspectral Image Classification Using Joint Sparse Model and Discontinuity Preserving Relaxation (2018) (21)
- Multiple Feature-Based Superpixel-Level Decision Fusion for Hyperspectral and LiDAR Data Classification (2021) (21)
- Interpretation of Hyperspectral Image Data (1999) (21)
- Hyperspectral Imagery Clustering With Neighborhood Constraints (2013) (20)
- Spectral–Spatial Self-Attention Networks for Hyperspectral Image Classification (2021) (20)
- Nomination-favoured opinion pool for optical-SAR-synergistic rice mapping in face of weakened flooding signals (2019) (19)
- Integrating remotely sensed data, GIS and expert knowledge to update object-based land use/land cover information (2012) (19)
- Spatially Constrained Multiple Endmember Spectral Mixture Analysis for Quantifying Subpixel Urban Impervious Surfaces (2014) (19)
- An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images (2017) (19)
- Sparse Analysis Based on Generalized Gaussian Model for Spectrum Recovery With Compressed Sensing Theory (2015) (19)
- Controlled spectral unmixing using extended Support Vector Machines (2010) (19)
- Superpixel-Level Weighted Label Propagation for Hyperspectral Image Classification (2020) (18)
- Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis (2017) (18)
- Nonlinear Elastic Model for Flexible Prediction of Remotely Sensed Multitemporal Images (2014) (18)
- TDSSC: A Three-Directions Spectral–Spatial Convolution Neural Network for Hyperspectral Image Change Detection (2021) (18)
- SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial–Spectral Feature Extraction in Hyperspectral Image (2021) (18)
- Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing (2014) (17)
- Impact of collinearity on linear and nonlinear spectral mixture analysis (2010) (16)
- Sampling approaches for one-pass land-use/land-cover change mapping (2010) (16)
- Efficient transmission and classification of hyperspectral image data (2003) (15)
- Feature interaction in subspace clustering using the Choquet integral (2012) (15)
- Coastal Wetland Mapping with Sentinel-2 MSI Imagery Based on Gravitational Optimized Multilayer Perceptron and Morphological Attribute Profiles (2019) (15)
- Multi-modal Registration of SAR and Optical Satellite Images (2009) (15)
- Registration of multi-sensor remote sensing imagery by gradient-based optimization of cross-cumulative residual entropy (2008) (15)
- 3-D Gabor Convolutional Neural Network for Hyperspectral Image Classification (2021) (15)
- Incorporating Negative Sample Training for Ship Detection Based on Deep Learning (2019) (15)
- A Semisupervised Siamese Network for Hyperspectral Image Classification (2021) (15)
- A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery (2019) (14)
- Progressive Two-Class Decision Classifier for Optimization of Class Discriminations (1998) (14)
- 3-D Gaussian–Gabor Feature Extraction and Selection for Hyperspectral Imagery Classification (2019) (14)
- A New Target Detector for Hyperspectral Data Using Cointegration Theory (2013) (14)
- Feature selection using Kernel based Local Fisher Discriminant Analysis for hyperspectral image classification (2011) (14)
- Simplified maximum likelihood classification for hyperspectral data in cluster space (2002) (13)
- Improved feature selection based on a mutual information measure for hyperspectral image classification (2012) (13)
- Fuzzy Assessment of Spectral Unmixing Algorithms (2014) (13)
- Hierarchical spatial features learning with deep CNNs for very high-resolution remote sensing image classification (2018) (13)
- Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection (2020) (13)
- Multilayer Unmixing for Hyperspectral Imagery With Fast Kernel Archetypal Analysis (2016) (12)
- Spectral-spatial based super pixel remote sensing image classification (2011) (12)
- Cross-frame keypoint-based and spatial motion information-guided networks for moving vehicle detection and tracking in satellite videos (2021) (12)
- Assessment of Multiple Scattering in the Reflectance of Semiarid Shrublands (2015) (12)
- Weed Classification in Hyperspectral Remote Sensing Images Via Deep Convolutional Neural Network (2018) (12)
- A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification (2022) (12)
- Decision Fusion for Reliable Flood Mapping Using Remote Sensing Images (2008) (11)
- Remote Sensing Image Scene Classification Using Multiscale Feature Fusion Covariance Network With Octave Convolution (2022) (11)
- New Improvements in Parallel Implementation of N-FINDR Algorithm (2012) (11)
- Segment-Oriented Depiction and Analysis for Hyperspectral Image Data (2017) (11)
- An Adaptation of Cnn for Small Target Detection in the Infrared (2018) (11)
- Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping (2019) (11)
- Adaptive data compression for efficient sequential transmission and change updating of remote sensing images (2009) (10)
- Joint Spatial–Spectral Attention Network for Hyperspectral Image Classification (2021) (10)
- Moving Vehicle Detection for Remote Sensing Video Surveillance With Nonstationary Satellite Platform (2021) (10)
- Dynamic Post-Earthquake Image Segmentation with an Adaptive Spectral-Spatial Descriptor (2017) (10)
- Band Dual Density Discrimination Analysis for Hyperspectral Image Classification (2018) (10)
- A Cellular Automata approach for superpixel segmentation (2011) (10)
- Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization (2018) (10)
- Improved Joint Sparse Models for Hyperspectral Image Classification Based on a Novel Neighbour Selection Strategy (2018) (10)
- Multiple endmembers based unmixing using Archetypal Analysis (2015) (10)
- Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos (2019) (10)
- Block-based maximum likelihood classification for hyperspectral remote sensing data (1997) (10)
- A patch‐based image classification by integrating hyperspectral data with GIS (2006) (9)
- Multiattention Generative Adversarial Network for Remote Sensing Image Super-Resolution (2021) (9)
- Spectral mapping with adversarial learning for unsupervised hyperspectral change detection (2021) (9)
- A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging (2020) (9)
- A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas (2020) (9)
- Gradient Feature-Oriented 3-D Domain Adaptation for Hyperspectral Image Classification (2022) (9)
- Knowledge Transfer via Convolution Neural Networks for Multi-Resolution Lawn Weed Classification (2019) (9)
- Sequential multispectral images compression for efficient lossless data transmission (2010) (9)
- Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos (2019) (9)
- Efficient object proposals extraction for target detection in VHR remote sensing images (2017) (9)
- A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station (2019) (8)
- Hierarchical fusion of optical and dual-polarized SAR on impervious surface mapping at city scale (2022) (8)
- Complete and accurate data correction for seamless mosaicking of airborne hyperspectral images: A case study at a mining site in Inner Mongolia, China (2020) (8)
- Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image (2021) (8)
- Automatic Ground Control Points Refinement For Remote Sensing Imagery Registration (2005) (8)
- Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification (2017) (8)
- Cluster-space classification: a fast k-nearest neighbour classification for remote sensing hyperspectral data (2003) (8)
- SC-PNN: Saliency Cascade Convolutional Neural Network for Pansharpening (2021) (8)
- Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation (2010) (7)
- A Deformable Attention Network for High-Resolution Remote Sensing Images Semantic Segmentation (2021) (7)
- Multiparameter Optimization for Mineral Mapping Using Hyperspectral Imagery (2018) (7)
- Transferable Convolutional Neural Network for Weed Mapping With Multisensor Imagery (2021) (7)
- Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video (2017) (7)
- A domain-transfer support vector machine for multi-temporal remote sensing imagery classification (2017) (7)
- Sequential Transmission of Remote Sensing Data Using a Linear Model to Update Change (2008) (7)
- Graph-in-Graph Convolutional Network for Hyperspectral Image Classification. (2022) (6)
- Improved Elastic Image Registration Method for SR in Remote Sensing Images (2007) (6)
- Quantitative Monitoring of Complete Rice Growing Seasons Using Sentinel 2 Time Series Images (2018) (6)
- Improved IBP for Super-resolving Remote Sensing Images (2006) (6)
- Genetic Algorithm for distorted point set matching (2013) (6)
- A Multistaged Automatic Restoration of Noisy Microscopy Cell Images (2015) (6)
- Hyperspectral Data Representation (2006) (6)
- SEQUENTIAL CLASSIFIER TRAINING FOR RICE MAPPING WITH MULTITEMPORAL REMOTE SENSING IMAGERY (2017) (6)
- Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation (2017) (6)
- Superpixel-Based Adaptive Kernel Selection for Angular Effect Normalization of Remote Sensing Images With Kernel Learning (2017) (6)
- Mixed Pixel Analysis for Flood Mapping Using Extended Support Vector Machine (2009) (6)
- Class-guided coupled dictionary learning for multispectral-hyperspectral remote sensing image collaborative classification (2022) (6)
- Wavelet Domain Deblurring and Denoising for Image Resolution Improvement (2007) (6)
- Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning (2019) (6)
- Construction of fast and robust N-FINDR algorithm (2006) (6)
- From Local to Global: Class Feature Fused Fully Convolutional Network for Hyperspectral Image Classification (2021) (6)
- Sources and Characteristics of Remote Sensing Image Data (2013) (6)
- A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping (2019) (5)
- A Fully Automated Latent Fingerprint Matcher with Embedded Self-learning Segmentation Module (2014) (5)
- A Novel Adversarial Based Hyperspectral and Multispectral Image Fusion (2019) (5)
- From leaf to canopy: determination of nitrogen concentraion of eucalypt tree foliage using HyMap image data (2000) (5)
- Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines (2016) (5)
- Combined Time Domain and Spectral Domain Data Compression for Fast Multispectral Imagery Updating (2009) (5)
- Hybrid Norm Pursuit Method for Hyperspectral Image Reconstruction (2016) (5)
- Cognitive Modelling and Learning for Multimedia Mining and Understanding (2019) (5)
- A Cellular Automata Based Crowd Behavior Model (2010) (5)
- On the relationship between the circumference of rubber trees and L-band waves (2019) (5)
- Spectral unmixing based on improved extended support vector machines (2012) (5)
- Texture and Shape Features for Grass Weed Classification Using Hyperspectral Remote Sensing Images (2019) (5)
- Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains (2018) (5)
- Supervised Feature Reduction Based on a Mutual Information Measure for Hyperspectral Image Classification (2011) (4)
- A comparative analysis of mutual information based feature selection for hyperspectral image classification (2014) (4)
- Ants Based Control of Swarm Robots for Bushfire Fighting (2010) (4)
- A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation (2021) (4)
- Small class classification for hyperspectral remote sensing data (1994) (4)
- Estimating Nitrogen in Eucalypt Foliage by Automatically Extracting Tree Spectra from HyMap ™ Data (2007) (4)
- Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review (2022) (4)
- Multistage Spatial Property Based Segmentation for Quantification of Fluorescence Distribution in Cells (2010) (4)
- A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines (2021) (4)
- Subspace detection based on the combination of nonlinear feature extraction and feature selection (2013) (4)
- Feature Mining for Hyperspectral Image Classification A general overview and analysis of feature reduction methods for classification of hyperspectral images is provided. Experimental results give the performance of selected feature selection and feature extraction approaches. (2013) (3)
- Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification (2021) (3)
- Cluster-space hyperspectral data representation for mixed pixel analysis (2000) (3)
- Examining the effectiveness of weighted spectral mixture analysis (WSMA) in urban environments (2018) (3)
- Multibranch Spatial-Channel Attention for Semantic Labeling of Very High-Resolution Remote Sensing Images (2021) (3)
- On Error Correction and Accuracy Assessment of Satellite Imagery Registration (2003) (3)
- Incorporating spatial properties in subspace detection (2013) (3)
- Bayesian Gravitation-Based Classification for Hyperspectral Images (2022) (3)
- Globally maximizing, locally minimizing: Regularized Nonnegative Matrix Factorization for hyperspectral data feature extraction (2012) (3)
- Evaluation of MODIS Land Cover Product of East China (2008) (3)
- A new approach to controlling compression-induced distortion of hyperspectral images (2003) (3)
- Spectral Unmixing with Estimated Adaptive Endmember Index Using Extended Support Vector Machine (2015) (3)
- Use of HYMAP image data to estimate sideroxylonal-A concentration of eucalypt foliage (2002) (3)
- Efficient IBP with super resolution for ALOS imagery (2007) (3)
- Dual-Stage Approach Toward Hyperspectral Image Super-Resolution (2022) (3)
- A Multiscale Superpixel-level Group Clustering Framework for Hyperspectral Band Selection (2022) (3)
- Reconstruction of satellite images by multi-temporal gradient based sequential prediction (2014) (3)
- A Knowledge Based Classification for Urban Mapping Using High Resolution Remote Sensing Data (2007) (2)
- A Super Resolution Algorithm for Atmospherically Degraded Images Using Lucky Regions and MAP-uHMT (2009) (2)
- Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification. (2022) (2)
- Cloud effects removal via sparse representation (2015) (2)
- Characterising surface mineralogy of an open pit mining area using hyperion imagery (2012) (2)
- Context classification using evidential relaxation (2004) (2)
- Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos (2019) (2)
- Automatic registration of SAR and optical imagery using cross-cumulative residual entropy (2009) (2)
- Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection (2021) (2)
- MULTI-CLASS SUPPORT VECTOR MACHINE CLASSIFICATION FOR HYPERSPECTRAL DATA (2005) (2)
- The Possibility of Using Multitemporal Landsat Images for Mining Monitoring : A Preliminary Study (2006) (2)
- Pseudo Supervised Solar Panel Mapping based on Deep Convolutional Networks with Label Correction Strategy in Aerial Images (2020) (2)
- Water Benefit-Based Ecological Index for Urban Ecological Environment Quality Assessments (2021) (2)
- Seasonal Effect on InSAR Derived DEMs (2005) (2)
- Image contrast enhancement based on histogram smoothing and continuous intensity relocation (2010) (2)
- A Temporal-Reliable Method for Change Detection in High-Resolution Bi-Temporal Remote Sensing Images (2022) (2)
- Cointegration theory for adaptive target detection in hyperspectral images (2012) (2)
- Landscape structure based super-resolution mapping from remotely sensed imagery (2011) (2)
- SP-RAN: Self-Paced Residual Aggregated Network for Solar Panel Mapping in Weakly Labeled Aerial Images (2022) (2)
- Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images (2022) (1)
- On Payload Spatial and Spectral Resolutions for Automatic Ship Detection in Satellite Images (2018) (1)
- Fast classification of V-Q compressed hyperspectral data (2001) (1)
- Multi-kernel retrieval of land surface bidirectional reflectance distribution functions based on l1-norm optimization (2016) (1)
- New Feature Selection Methods Using Sparse Representation for One-Class Classification of Remote Sensing Images (2021) (1)
- Automatic target recognition from surveillance images using phase mutual information (2008) (1)
- Urban-Rural Fringe Recognition with the Integration of Optical and Nighttime Lights Data (2019) (1)
- MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning (2023) (1)
- A target image–oriented dictionary learning–based method for fully automated latent fingerprint forensic (2018) (1)
- Superpixel Nonlocal Weighting Joint Sparse Representation for Hyperspectral Image Classification (2022) (1)
- Uncertainty-Aware Forward Correction for Weakly Supervised Solar Panel Mapping From High-Resolution Aerial Images (2022) (1)
- Weakly Supervised Solar Panel Mapping Using Residual Aggregated Network for Aerial Images (2021) (1)
- Class Modeling and Remote Sensing Image Classification Using Selected Spectral and Spatial Features (2006) (1)
- Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification (2022) (1)
- Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4 (2018) (1)
- Correlation-based cluster-space transform for major adverse cardiac event prediction (2010) (1)
- Generalized few-shot object detection in remote sensing images (2023) (1)
- Correction (2019) (1)
- IGARSS in Yokohama, Japan: Impressions From the First Days [Conference Reports] (2019) (1)
- CHANGE DETECTION FOR SUSTAINABILITY MONITORING USING SATELLITE REMOTE SENSING DATA (2013) (1)
- Efficient target detection by object-based thematic mapping using remote sensing imagery (2008) (1)
- Learning Via Watching: A Weakly Supervised Moving Object Detector for Satellite Videos (2021) (1)
- IGARSS in Valencia, Spain: Impressions from the First Days [Conference Reports] (2018) (1)
- Spectral unmixing for fire smoke detection and removal (2016) (1)
- Fusion multiscale superpixel features for classification of hyperspectral images (2016) (1)
- Improving Impervious Surface Estimation by Integrating Multispectral and Nighttime Light Images (2018) (1)
- The GRSS Summer School Melbourne 2013 [Education] (2013) (0)
- USING IMAGING SPECTROSCOPY TO ESTIMATE INTEGRATED MEASURES OF FORAGE QUALITY FOR BROWSING HERBIVORES (2010) (0)
- Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes (2023) (0)
- Fuzzy Knowledge-Based Subspace Clustering for Life Science Data Analysis (2013) (0)
- Foreword to the Special Issue on Quality Improvements of Remote Sensing Data (2018) (0)
- Learning Uncertainty-Aware Label Transition for Weakly Supervised Solar Panel Mapping with Aerial Images (2022) (0)
- Hyperspectral Imaging and Feature Mining (2011) (0)
- Controlling the spectral-spatial mix in context classification using Markov Random Fields (2007) (0)
- Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images (2023) (0)
- An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery (2018) (0)
- Twin support vector machine-based hyperspectral unmixing and its uncertainty analysis (2020) (0)
- Wavelet domain denoising by using the universal hidden Markov tree model (2008) (0)
- Awards Presented at the IGARSS 2018 Banquet: THE IEEE Geoscience and Remote Sensing Society Awards Committee Cochairs [Conference Reports] (2018) (0)
- Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014 (2015) (0)
- Front Matter for Volume 1371 (2011) (0)
- Activities of the IEEE GRSS University of New South Wales Canberra Student Chapter [Chapters] (2020) (0)
- Fast human identification for video-based surveillance (2010) (0)
- Enhanced Autoencoders With Attention-Embedded Degradation Learning for Unsupervised Hyperspectral Image Super-Resolution (2023) (0)
- Weighted features for cluster space classificaton of hyperspectral images (2012) (0)
- A hybrid segmentation technique for objected-based hyperspectral data classification over complex sub-urban landscape (2013) (0)
- Back Matter for Volume 1371 (2011) (0)
- Grassland Classification for Livestock Management Using Multispectral Remote Sensing Imagery (2022) (0)
- Wildfire Susceptibility Mapping for South-eastern Australia by Evolutionary Algorithms and Statistical Methods (2021) (0)
- Multi-level Thresholding Using Adaptive Gravitational Search Algorithm and Fuzzy Entropy (2019) (0)
- Lightweight Tensorized Neural Networks for Hyperspectral Image Classification (2022) (0)
- Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching (2022) (0)
- Neural network with Particle Swarm Optimisation for Analysing Band Structure of Elastic Metamaterials (2021) (0)
- Multimodal hyperspectral remote sensing: an overview and perspective (2021) (0)
- Special Section Guest Editorial: Satellite Hyperspectral Remote Sensing: Algorithms and Applications (2021) (0)
- Pair-Relationship Modeling for Latent Fingerprint Recognition (2022) (0)
- Hyperspectral images mapping with group sparse representations (2015) (0)
- Corrections to "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data" (2018) (0)
- Classification of Hyperspectral Imagery Based on Dictionary Learning and Extended Multi-attribute Profiles (2017) (0)
- A New Path to Construct Parametric Orientation Field: Sparse FOMFE Model and Compressed Sparse FOMFE Model (2014) (0)
- Multi-scale spectral-spatial dual-transformer network for hyperspectral image classification (2023) (0)
- High-resolution and Multitemporal Impervious Surface Mapping in the Lancang-Mekong Basin with Google Earth Engine (2022) (0)
- Optimizing Multitemporal Data Regression for Minimizing Residual Entropy (2010) (0)
- Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery (2022) (0)
- Optimizing Multitemporal Data Regression for Minimizing Residual Entropy (2010) (0)
- LOW-RANK MATRIX DECOMPOSITION WITH SUPERPIXEL-BASED STRUCTURED SPARSE REGULARIZATION FOR MOVING OBJECT DETECTION IN SATELLITE VIDEOS (2020) (0)
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