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A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

https://doi.org/10.1109/tgrs.2017.2650938

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding

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Recent advances in techniques for hyperspectral image processing

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Two faces of active learning

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Selective Sampling Using the Query by Committee Algorithm

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Adaptive Active Learning for Image Classification

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A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

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Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

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Semi-Supervised Multitask Learning for Scene Recognition

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Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction

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Generalized Composite Kernel Framework for Hyperspectral Image Classification

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Spectral-Spatial Constraint Hyperspectral Image Classification

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inferredcites →https://doi.org/10.1109/tgrs.2014.2319373openalex-snapshot

Extended Random Walker-Based Classification of Hyperspectral Images

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Collaborative Active and Semisupervised Learning for Hyperspectral Remote Sensing Image Classification

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Robust Hyperspectral Image Target Detection Using an Inequality Constraint

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Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels

inferredcites →https://doi.org/10.1109/tgrs.2016.2517242openalex-snapshot

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inferredcites →https://doi.org/10.1109/tgrs.2016.2603190openalex-snapshot

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

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Active Learning to Recognize Multiple Types of Plankton

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A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

inferred← citeshttps://doi.org/10.1109/whispers.2019.8921298openalex-snapshot

Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification

inferred← citeshttps://doi.org/10.1111/coin.70239openalex-snapshot

DiffMamba : Gated Differential Spectral‐Spatial Mamba for Few‐Shot Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.1111/coin.70274openalex-snapshot

ASSFMamba2 : Adaptive Spatial‐Spectral Fusion via Mamba2 for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.1117/1.jrs.16.038501openalex-snapshot

Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification

inferred← citeshttps://doi.org/10.1155/2022/3854635openalex-snapshot

Hyperspectral Image Classification: Potentials, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.1155/2022/9524190openalex-snapshot

Design and Implementation of Trace Inspection System Based upon Hyperspectral Imaging Technology

inferred← citeshttps://doi.org/10.18002/10612/11776openalex-snapshot

Supervised machine learning for classification mining and ranking of illegal web contents = Aprendizaje automático supervisado para la clasificación, extracción de conocimiento y ordenación de contenidos web ilegales

inferred← citeshttps://doi.org/10.20965/jaciii.2019.p0980openalex-snapshot

Barrage Text Classification with Improved Active Learning and CNN

inferred← citeshttps://doi.org/10.21307/ijssis-2017-224openalex-snapshot

A REVIEW ON MULTIPLE-FEATURE-BASED ADAPTIVE SPARSE REPRESENTATION (MFASR) AND OTHER CLASSIFICATION TYPES

inferred← citeshttps://doi.org/10.2139/ssrn.6576148openalex-snapshot

Semi-supervised clustering, methods and applications: A systematic review

inferred← citeshttps://doi.org/10.3390/app11167614openalex-snapshot

A Novel Hybrid Learning System Using Modified Breaking Ties Algorithm and Multinomial Logistic Regression for Classification and Segmentation of Hyperspectral Images

inferred← citeshttps://doi.org/10.3390/e23040486openalex-snapshot

Porcelain Insulator Crack Location and Surface States Pattern Recognition Based on Hyperspectral Technology

inferred← citeshttps://doi.org/10.3390/rs10071156openalex-snapshot

Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting

inferred← citeshttps://doi.org/10.3390/rs11010088openalex-snapshot

Fusing High-Spatial-Resolution Remotely Sensed Imagery and OpenStreetMap Data for Land Cover Classification Over Urban Areas

inferred← citeshttps://doi.org/10.3390/rs11060651openalex-snapshot

Multi-Feature Manifold Discriminant Analysis for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.3390/rs11242974openalex-snapshot

Active Semi-Supervised Random Forest for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.3390/rs12010159openalex-snapshot

Semi-Supervised Hyperspectral Image Classification via Spatial-Regulated Self-Training

inferred← citeshttps://doi.org/10.3390/rs12040664openalex-snapshot

A Sparse Representation-Based Sample Pseudo-Labeling Method for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.3390/rs13112234openalex-snapshot

A Novel Query Strategy-Based Rank Batch-Mode Active Learning Method for High-Resolution Remote Sensing Image Classification

inferred← citeshttps://doi.org/10.3390/rs13122406openalex-snapshot

Object-Oriented Building Contour Optimization Methodology for Image Classification Results via Generalized Gradient Vector Flow Snake Model

inferred← citeshttps://doi.org/10.3390/rs14215334openalex-snapshot

An Enhanced Spectral Fusion 3D CNN Model for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.3390/rs15030715openalex-snapshot

Exploiting Superpixel-Based Contextual Information on Active Learning for High Spatial Resolution Remote Sensing Image Classification

inferred← citeshttps://doi.org/10.3390/rs15082211openalex-snapshot

Remote Sensing Image Compression Based on the Multiple Prior Information

inferred← citeshttps://doi.org/10.3390/rs15184432openalex-snapshot

A Weak Sample Optimisation Method for Building Classification in a Semi-Supervised Deep Learning Framework

inferred← citeshttps://doi.org/10.3390/s22218502openalex-snapshot

Multi-Scale Superpixel-Guided Structural Profiles for Hyperspectral Image Classification

inferred← citeshttps://doi.org/10.3847/1538-4357/ac8b05openalex-snapshot

Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations

inferred← citeshttps://doi.org/10.4018/979-8-3373-7183-2.ch007openalex-snapshot

Disease Detection and Classification Using Deep Learning-Enhanced Hyperspectral Imaging (HSI)

inferred← citeshttps://doi.org/10.70675/6b7a04d0zacdcz4f24za166z4a93c5c11928openalex-snapshot

Interprétation sémantique d'images hyperspectrales basée sur la réduction adaptative de dimensionnalité

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