Automatic spectral target recognition in hyperspectral imagery

No abstract is available for this paper.

• Publication year

  2003

• Venue

  IEEE Transactions on Aerospace and Electronic Systems

• Publication date

  2003-10-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/TAES.2003.1261124
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A generalized orthogonal subspace projection approach to unsupervised multispectral image classification

  2000cited by this paper
• An experiment-based quantitative and comparative analysis of target detection and image classification algorithms for hyperspectral imagery

  2000cited by this paper
• An unsupervised vector quantization-based target subspace projection approach to mixed pixel detection and classification in unknown background for remotely sensed imagery

  1999cited by this paper
• Further results on relationship between spectral unmixing and subspace projection

  1998cited by this paper
• Least squares subspace projection approach to mixed pixel classification for hyperspectral images

  1998cited by this paper
• A computer-aided detection and classification method for concealed targets in hyperspectral imagery

  1998cited by this paper
• Unsupervised interference rejection approach to target detection and classification for hyperspectral imagery

  1998cited by this paper
• On the relationship between spectral unmixing and subspace projection

  1996cited by this paper
• Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach

  1994influential reference
• Linear mixing and the estimation of ground cover proportions

  1993cited by this paper
• Introduction to statistical pattern recognition (2nd ed.)

  1990cited by this paper
• Detection of signals by information theoretic criteria

  1985cited by this paper
• Modeling By Shortest Data Description*

  1978cited by this paper
• A new look at the statistical model identification

  1974cited by this paper
• IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

  year unknowncited by this paper

• Repetitive Band Sampling for Finding Endmembers in Hyperspectral Imagery

  2026cites this paper
• Detection of Phalaenopsis Fusarium Wilt From Hyperspectral VNIR/SWIR Imagery Using EE-CSPNet

  2026cites this paper
• Generic spectral library framework for urban land cover mapping with optical remote sensing imagery

  2025cites this paper
• High-level synthesis acceleration for an FPGA implementation of an optimized automatic target detection and classification algorithm for hyperspectral image analysis with Intel oneAPI

  2025cites this paper
• Characterizing Breast Tumor Heterogeneity Through IVIM-DWI Parameters and Signal Decay Analysis

  2025cites this paper
• Hyperspectral Target Detection Based on Macro–Micro Spectrum Contrastive Learning

  2025cites this paper
• CS2DIPs: Unsupervised HSI Super-Resolution Using Coupled Spatial and Spectral DIPs

  2024cites this paper
• Endmember Analysis of Overlapping Handwritten Text in Hyperspectral Document Images

  2024cites this paper
• Quick Unsupervised Hyperspectral Dimensionality Reduction for Earth Observation: A Comparison

  2024cites this paper
• Ensemble deep learning for high-precision classification of 90 rice seed varieties from hyperspectral images

  2024cites this paper
• Guided Filter of Random Patches Network and Relaxed-Collaborative-Representation-Based Hyperspectral Image Classification

  2024cites this paper
• HTD-Mamba: Efficient Hyperspectral Target Detection With Pyramid State Space Model

  2024cites this paper
• Fusarium Wilt Detection in Phalaenopsis Through Integrated Hyperspectral Imaging and Deep Learning Techniques

  2024cites this paper
• 基于正交投影的快速高光谱图像异常检测算法

  2024cites this paper
• Low-rank and sparse NMF based on compression and correlation sensing for hyperspectral unmixing

  2024cites this paper
• Hyperspectral Endmember Extraction Using Convexity Based Purity Index

  2024cites this paper
• State Machine Implementation of ATGP Algorithm F or Target Detection In Hyperspectral Images

  2024cites this paper
• Multiscale NMF based on intra-pixel and inter-pixel structure adjustment for spectral unmixing

  2024cites this paper
• Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction

  2024cites this paper
• Multiple Endmember Extraction Using Spatial-Spectral Information

  2024cites this paper
• Sparse Nonnegative Matrix Factorization based on Double Low-Rank and Sparse Matrix Factorization Model for Spectral Variability

  2023cites this paper
• Analysis of Hyperspectral Data to Develop an Approach for Document Images

  2023cites this paper
• Spectral–Spatial Anti-Interference NMF for Hyperspectral Unmixing

  2023cites this paper
• A Multi-Attention Autoencoder for Hyperspectral Unmixing Based on the Extended Linear Mixing Model

  2023cites this paper
• Segmentation of Watery Low Land Area using Hyperspectral Imaging Technique: A Comparative Study with PPI, N-FINDR, ATGP, and FIPPI

  2023influential citation
• Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing

  2023cites this paper
• Hyperspectral video target tracking based on pixel-wise spectral matching reduction and deep spectral cascading texture features

  2023cites this paper
• The Automated Detection of Fusarium Wilt on Phalaenopsis Using VIS-NIR and SWIR Hyperspectral Imaging

  2023cites this paper
• Ground-Based Hyperspectral Image Surveillance System for Explosive Detection: Methods, Experiments, and Comparisons

  2023cites this paper
• SpectralMAE: Spectral Masked Autoencoder for Hyperspectral Remote Sensing Image Reconstruction

  2023cites this paper
• Partial NMF-based hyperspectral unmixing methods for linear mixing models addressing intra-class variability

  2023cites this paper
• Detection and Analysis of Phalaenopsis Fusarium Wilt Using Machine Learning

  2023cites this paper
• Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection

  2023cites this paper
• Spectral Clustering Algorithm Based on Density Representative Points

  2023cites this paper
• Hyperspectral Intrinsic Image Decomposition Based on Physical Prior-Driven Unsupervised Learning

  2023cites this paper
• Bi-endmember Semi-NMF Based on Low-Rank and Sparse Matrix Decomposition

  2022cites this paper
• Hyperspectral Anomaly Detection by Data Sphering and Sparsity Density Peaks

  2022cites this paper
• A New 3D Convolution Network for Hyperspectral Unmixing

  2022cites this paper
• Spatial Potential Energy Weighted Maximum Simplex Algorithm for Hyperspectral Endmember Extraction

  2022cites this paper
• Research on Vision of Intelligent Car Based on Broad Learning System

  2022cites this paper
• Effective Anomaly Space for Hyperspectral Anomaly Detection

  2022cites this paper
• Fast Orthogonal Projection for Hyperspectral Unmixing

  2022cites this paper
• Hyperspectral Image Acquisition Methods and Processing Techniques Based on Traditional and Deep Learning Methodologies-A Study

  2022cites this paper
• RamanLIGHT—a graphical user-friendly tool for pre-processing and unmixing hyperspectral Raman spectroscopy images

  2022cites this paper
• ATGP based Change Detection in Hyperspectral Images

  2022cites this paper
• Assessment of spectral reduction techniques for endmember extraction in unmixing of hyperspectral images

  2022cites this paper
• Constrained Energy Minimization Anomaly Detection for Hyperspectral Imagery via Dummy Variable Trick

  2022cites this paper
• Hyperspectral Anomaly Detection with Data Sphering and Unsupervised Target Detection

  2022cites this paper
• An Efficient Hardware Implementation of Detecting Targets from Remotely Sensed Hyperspectral Images

  2022cites this paper
• Fusing Conventional and Deep Learning Features for Hyperspectral Image Change Detection

  2022cites this paper
• Blind Source Separation for MT-InSAR Analysis With Structural Health Monitoring Applications

  2022influential citation
• Screening chronic myeloid leukemia neutrophils using a novel 3-Dimensional Spectral Gradient Mapping algorithm on hyperspectral images

  2022cites this paper
• Spectral Light Curve Simulation for Parameter Estimation from Space Debris

  2022cites this paper
• Independent component analysis for hyperspectral anomaly

  2022cites this paper
• A New Deep Convolutional Network for Effective Hyperspectral Unmixing

  2022cites this paper
• Background-Annihilated Target-Constrained Interference-Minimized Filter (TCIMF) for Hyperspectral Target Detection

  2022cites this paper
• GPU implementation in real-time target search for push-broom hyperspectral imagery

  2022cites this paper
• Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery

  2021cites this paper
• Orthogonal Subspace Projection-Based Go-Decomposition Approach to Finding Low-Rank and Sparsity Matrices for Hyperspectral Anomaly Detection

  2021cites this paper
• Component Decomposition Analysis for Hyperspectral Anomaly Detection

  2021cites this paper
• Iterative Spectral Distancing: A Novel Approach for Extracting Endmembers in Complex Urban Image Scenes

  2021cites this paper
• Efficient Two-Phase Multiobjective Sparse Unmixing Approach for Hyperspectral Data

  2021cites this paper
• Detection and Classification of Rice Infestation with Rice Leaf Folder (Cnaphalocrocis medinalis) Using Hyperspectral Imaging Techniques

  2021influential citation
• Per-Pixel Water Detection on Surfaces with Unknown Reflectance

  2021influential citation
• Onboard target detection in hyperspectral image based on deep learning with FPGA implementation

  2021cites this paper
• Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank–Wolfe Approach

  2021cites this paper
• Influence of the Darkest Pixel on Endmembers Initialization

  2021cites this paper
• Bayesian Constrained Energy Minimization for Hyperspectral Target Detection

  2021cites this paper
• DLR HySU - A Benchmark Dataset for Spectral Unmixing

  2021influential citation
• Systematic Review of Anomaly Detection in Hyperspectral Remote Sensing Applications

  2021cites this paper
• Unsupervised Classification of Aviris-NG Hyperspectral Images

  2021cites this paper
• Nonlinear Mixing Characteristics of Reflectance Spectra of Typical Mineral Pigments

  2021cites this paper
• Quantitative Measurement of Breast Tumors Using Intravoxel Incoherent Motion (IVIM) MR Images

  2021cites this paper
• Research on Camouflage Recognition in Simulated Operational Environment Based on Hyperspectral Imaging Technology

  2021cites this paper
• Spectral-Difference Low-Rank Representation Learning for Hyperspectral Anomaly Detection

  2021cites this paper
• Research on Camouflage Recognition in Simulated Operational Environment Based on Hyperspectral Imaging Technology

  2021cites this paper
• Interference-Suppressed and Cluster-Optimized Hyperspectral Target Extraction Based on Density Peak Clustering

  2021cites this paper
• Orthogonal Subspace Projection Using Data Sphering and Low-Rank and Sparse Matrix Decomposition for Hyperspectral Target Detection

  2021cites this paper
• Exploring the use of optical domain information for automated target detection and recognition

  2021cites this paper
• Dispersion Index Based Endmember Extraction for Hyperspectral Unmixing

  2021cites this paper
• Machine Learning Method Reveals Hidden Strong Metal-Support Interaction in Microscopy Datasets.

  2021cites this paper
• PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images

  2021cites this paper
• Orthogonal Subspace Projection Target Detector for Hyperspectral Anomaly Detection

  2021cites this paper
• Hyperspectral Unmixing Based on Constrained Bilinear or Linear-Quadratic Matrix Factorization

  2021cites this paper
• Fusarium Wilt Inspection for Phalaenopsis Using Uniform Interval Hyperspectral Band Selection Techniques

  2020cites this paper
• A Geometric view of Fast Gram Determinant-Based Endmember Extraction Algorithm for Hyperspectral Imagery

  2020influential citation
• Hyperspectral Endmember Extraction Algorithm Using Convex Geometry and K-Means

  2020cites this paper
• Improving hyperspectral sub-pixel target detection in multiple target signatures using a revised replacement signal model

  2020cites this paper
• Subtractive clustering and phase correlation similarity measure for endmember extraction

  2020cites this paper
• Emerging Technology Trends in Electronics, Communication and Networking: Third International Conference, ET2ECN 2020, Surat, India, February 7–8, 2020, Revised Selected Papers

  2020cites this paper
• Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing

  2020influential citation
• Using a Panchromatic Image to Improve Hyperspectral Unmixing

  2020influential citation
• Hyperspectral Endmember Extraction Algorithm Using Spearman’s Rank Correlation

  2020cites this paper
• Convex geometry and K-medoids based noise-robust endmember extraction algorithm

  2020cites this paper
• Sparse and collaborative representation-based anomaly detection

  2020cites this paper
• Hyperspectral Anomaly Detection Based on Low-Rank Representation With Data-Driven Projection and Dictionary Construction

  2020cites this paper
• Simultaneously Counting and Extracting Endmembers in a Hyperspectral Image Based on Divergent Subsets

  2020influential citation
• Towards the Concurrent Execution of Multiple Hyperspectral Imaging Applications by Means of Computationally Simple Operations

  2020cites this paper
• Nonlinear Endmember Identification for Hyperspectral Imagery via Hyperpath-Based Simplex Growing and Fuzzy Assessment

  2020influential citation
• Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces

  2020cites this paper