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Bag-of-visual-words and spatial extensions for land-use classification

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What this work says

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

inferredcites →https://doi.org/10.1007/11744023_32openalex-snapshot

SURF: Speeded Up Robust Features

inferredcites →https://doi.org/10.1007/978-3-540-24670-1_18openalex-snapshot

An Affine Invariant Salient Region Detector

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Affine / photometric invariants for planar intensity patterns

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Robust wide-baseline stereo from maximally stable extremal regions

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Feature Detection with Automatic Scale Selection

inferredcites →https://doi.org/10.1023/b:visi.0000027790.02288.f2openalex-snapshot

Scale & Affine Invariant Interest Point Detectors

inferredcites →https://doi.org/10.1023/b:visi.0000029664.99615.94openalex-snapshot

Distinctive Image Features from Scale-Invariant Keypoints

inferredcites →https://doi.org/10.1109/34.93808openalex-snapshot

The design and use of steerable filters

inferredcites →https://doi.org/10.1109/34.993558openalex-snapshot

Shape matching and object recognition using shape contexts

inferredcites →https://doi.org/10.1109/cvpr.2004.1315206openalex-snapshot

PCA-SIFT: a more distinctive representation for local image descriptors

inferredcites →https://doi.org/10.1109/cvpr.2006.264openalex-snapshot

Scalable Recognition with a Vocabulary Tree

inferredcites →https://doi.org/10.1109/cvpr.2006.68openalex-snapshot

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

inferredcites →https://doi.org/10.1109/iccv.1999.790410openalex-snapshot

Object recognition from local scale-invariant features

inferredcites →https://doi.org/10.1109/iccv.2003.1238663openalex-snapshot

Video Google: a text retrieval approach to object matching in videos

inferredcites →https://doi.org/10.1109/iccv.2005.239openalex-snapshot

The pyramid match kernel: discriminative classification with sets of image features

inferredcites →https://doi.org/10.1109/tpami.2005.188openalex-snapshot

A performance evaluation of local descriptors

inferredcites →https://doi.org/10.1109/tsmc.1973.4309314openalex-snapshot

Textural Features for Image Classification

inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot

LIBSVM

inferredcites →https://doi.org/10.1364/ao.43.000210openalex-snapshot

Using texture to analyze and manage large collections of remote sensed image and video data

inferredcites →https://doi.org/10.2307/143141openalex-snapshot

A Computer Movie Simulating Urban Growth in the Detroit Region

inferredcites →https://doi.org/10.5244/c.16.36openalex-snapshot

Robust Wide Baseline Stereo from Maximally Stable Extremal Regions

inferredcites →https://doi.org/10.5244/c.2.23openalex-snapshot

A Combined Corner and Edge Detector

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

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Geo‐Foundation Models

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Dimensionality Reduction Using Discriminative Autoencoders for Remote Sensing Image Retrieval

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Classification of Hybrid Multiscaled Remote Sensing Scene Using Pretrained Convolutional Neural Networks

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Large-Scale Geospatial Data Analysis: Geographic Object-Based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning

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Extending and Analyzing Self-supervised Learning Across Domains

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Broad-Classifier for Remote Sensing Scene Classification with Spatial and Channel-Wise Attention

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Exploratory Study on the Impact of Data Augmentation on Aircraft Type Recognition from Remote Sensing Images

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Semi-supervised Remote Sensing Image Classification for Edge Computing via Contrastive Learning

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Enhanced Land Use Identification from Aerial Imagery: A Deep Learning Framework with Dynamic Gradient-Guided Sharpening

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A Unique Approach for Using Artificial Neural Networks to Detect and Classify Land Cover

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Multi-level Dynamic Gated Interaction Fusion Network for Remote Sensing Visual Question Answering

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Multimodal Collaborative Attention Fusion Network for Remote Sensing Visual Question Answering

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Radar Remote Sensing Image Retrieval Method Using Fusion of Handcrafted and Deep Features

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MADB-RemdNet for Few-Shot Learning in Remote Sensing Classification

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Street Block Classification Based on Urban Satellite Images

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Terrainfier: A Transfer Learning Approach for Terrain Recognition

inferred← citeshttps://doi.org/10.1007/978-981-97-9124-8_15openalex-snapshot

Deep Learning-Based Scene Classification for Remote Sensing Images

inferred← citeshttps://doi.org/10.1007/978-981-97-9124-8_28openalex-snapshot

LH-Net: A Lightweight Heterogeneous Convolutional Network for RSSC

inferred← citeshttps://doi.org/10.1007/978-981-97-9743-1_17openalex-snapshot

Enhancing FGSM Attacks with Genetic Algorithms for Robust Adversarial Examples in Remote Sensing Image Classification Systems

inferred← citeshttps://doi.org/10.1007/978-981-97-9919-0_1openalex-snapshot

Remote Sensing Scene Classification Method Based on Multi-scale Local Attention Network

inferred← citeshttps://doi.org/10.1007/978-981-99-1256-8_18openalex-snapshot

Application and Prospect of Artificial Intelligence Image Analysis Technology in Natural Resources Survey

inferred← citeshttps://doi.org/10.1007/978-981-99-4098-1_19openalex-snapshot

Starting from the Sampling Imaging System, A Comprehensive Review on the Remote Sensing Image Super-Resolution Technology

inferred← citeshttps://doi.org/10.1007/978-981-99-8289-9_46openalex-snapshot

Leveled Approach of Context Setting in Semantic Understanding of Remote Sensing Images

inferred← citeshttps://doi.org/10.1007/s00138-015-0705-yopenalex-snapshot

Using surfaces and surface relations in an Early Cognitive Vision system

inferred← citeshttps://doi.org/10.1007/s00138-019-01003-1openalex-snapshot

Deep domain adaptation with manifold aligned label transfer

inferred← citeshttps://doi.org/10.1007/s00138-026-01803-2openalex-snapshot

Enhancing object detection algorithm for size-insensitive performance

inferred← citeshttps://doi.org/10.1007/s00371-022-02433-1openalex-snapshot

Region-based adaptive association learning for robust image scene recognition

inferred← citeshttps://doi.org/10.1007/s00371-023-03101-8openalex-snapshot

AttentionDIP: attention-based deep image prior model to restore satellite and aerial images from gamma distributed speckle interference

inferred← citeshttps://doi.org/10.1007/s00371-024-03587-wopenalex-snapshot

Mfpenet: multistage foreground-perception enhancement network for remote-sensing scene classification

inferred← citeshttps://doi.org/10.1007/s00371-024-03649-zopenalex-snapshot

Dynamic manifold-based sample selection in contrastive learning for remote sensing image retrieval

inferred← citeshttps://doi.org/10.1007/s00371-025-03968-9openalex-snapshot

Boosting remote semantic segmentation using vision-and-language foundation model

inferred← citeshttps://doi.org/10.1007/s00500-021-05937-5openalex-snapshot

RETRACTED ARTICLE: Analytic hierarchy process-based automatic feature weight assignment method for content-based satellite image retrieval system

inferred← citeshttps://doi.org/10.1007/s00500-022-07145-1openalex-snapshot

RETRACTED ARTICLE: Improved transfer learning of CNN through fine-tuning and classifier ensemble for scene classification

inferred← citeshttps://doi.org/10.1007/s00500-023-08252-3openalex-snapshot

Cross-domain learning for pulmonary nodule detection using Gestalt principle of similarity

inferred← citeshttps://doi.org/10.1007/s00521-020-05071-7openalex-snapshot

Multi-deep features fusion for high-resolution remote sensing image scene classification

inferred← citeshttps://doi.org/10.1007/s00521-020-05549-4openalex-snapshot

AutoFCL: automatically tuning fully connected layers for handling small dataset

inferred← citeshttps://doi.org/10.1007/s00521-021-06483-9openalex-snapshot

A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning

inferred← citeshttps://doi.org/10.1007/s00521-023-09111-wopenalex-snapshot

Iterative magnitude pruning-based light-version of AlexNet for skin cancer classification

inferred← citeshttps://doi.org/10.1007/s00521-023-09383-2openalex-snapshot

MGFEEN: a multi-granularity feature encoding ensemble network for remote sensing image classification

inferred← citeshttps://doi.org/10.1007/s00521-024-09434-2openalex-snapshot

Multi-label noisy samples in underwater inspection from the oil and gas industry

inferred← citeshttps://doi.org/10.1007/s00521-024-09446-yopenalex-snapshot

Enhanced multi-level features for very high resolution remote sensing scene classification

inferred← citeshttps://doi.org/10.1007/s00521-024-09702-1openalex-snapshot

Enhanced pyramidal residual networks for single image super-resolution

inferred← citeshttps://doi.org/10.1007/s00521-024-10165-7openalex-snapshot

Advancing horizons in remote sensing: a comprehensive survey of deep learning models and applications in image classification and beyond

inferred← citeshttps://doi.org/10.1007/s00521-025-11644-1openalex-snapshot

Deep learning framework for land cover and land use classification: five case studies with hyperspectral and RGB imagery

inferred← citeshttps://doi.org/10.1007/s00530-025-01680-1openalex-snapshot

AFEV-INet: adaptive feature extraction variational interactive network for remote sensing image denoising

inferred← citeshttps://doi.org/10.1007/s00530-025-01851-0openalex-snapshot

Target data guided few-shot remote sensing scene classification in reproducing Hilbert kernel space

inferred← citeshttps://doi.org/10.1007/s00530-025-02020-zopenalex-snapshot

Ppca: precise perturbation and feature approximation for enhanced black-box attacks in remote sensing image classification

inferred← citeshttps://doi.org/10.1007/s00530-026-02578-2openalex-snapshot

Diffusion-driven incomplete multi-view clustering via structured regularization and semantic alignment

inferred← citeshttps://doi.org/10.1007/s10207-024-00853-9openalex-snapshot

Evaluating the merits and constraints of cryptography-steganography fusion: a systematic analysis

inferred← citeshttps://doi.org/10.1007/s10462-018-9673-8openalex-snapshot

A survey of image data indexing techniques

inferred← citeshttps://doi.org/10.1007/s10462-024-10803-5openalex-snapshot

Unlocking the capabilities of explainable few-shot learning in remote sensing

inferred← citeshttps://doi.org/10.1007/s10462-025-11488-0openalex-snapshot

A review of neural architecture search methods for super-resolution imaging

inferred← citeshttps://doi.org/10.1007/s10462-026-11506-9openalex-snapshot

A survey on design choices for self-supervised learning in computer vision

inferred← citeshttps://doi.org/10.1007/s10489-020-01986-9openalex-snapshot

Cross-covariance based affinity for graphs

inferred← citeshttps://doi.org/10.1007/s10489-022-03735-6openalex-snapshot

Multiple kernel-based anchor graph coupled low-rank tensor learning for incomplete multi-view clustering

inferred← citeshttps://doi.org/10.1007/s10489-022-03849-xopenalex-snapshot

Image classification based on quaternion-valued capsule network

inferred← citeshttps://doi.org/10.1007/s10489-022-04155-2openalex-snapshot

Buffer-based adaptive fuzzy classifier

inferred← citeshttps://doi.org/10.1007/s10489-023-04460-4openalex-snapshot

Building discriminative features of scene recognition using multi-stages of inception-ResNet-v2

inferred← citeshttps://doi.org/10.1007/s10489-023-04725-yopenalex-snapshot

HELViT: highly efficient lightweight vision transformer for remote sensing image scene classification

inferred← citeshttps://doi.org/10.1007/s10489-023-04919-4openalex-snapshot

GrapHiSM: a graph-based hierarchical semantics-driven model for aerial scene classification under scarcity of labelled samples

inferred← citeshttps://doi.org/10.1007/s10489-024-05818-yopenalex-snapshot

Automated classification of remote sensing satellite images using deep learning based vision transformer

inferred← citeshttps://doi.org/10.1007/s10489-025-06490-6openalex-snapshot

DCSR: A deep continual learning-based scheme for image super resolution using knowledge distillation

inferred← citeshttps://doi.org/10.1007/s10489-025-06575-2openalex-snapshot

Orthogonal and spherical quaternion features for weakly supervised learning with label confidence optimization

inferred← citeshttps://doi.org/10.1007/s10489-025-06580-5openalex-snapshot

Anchor-based incomplete multi-view clustering with graph convolution network

inferred← citeshttps://doi.org/10.1007/s10586-017-1010-5openalex-snapshot

DeepSIC: a deep model

inferred← citeshttps://doi.org/10.1007/s10586-025-05599-0openalex-snapshot

A conflict-aware learning network in generative models for enhancing retrieval efficiency of remote sensing images

inferred← citeshttps://doi.org/10.1007/s10618-026-01186-yopenalex-snapshot

Improve contrastive clustering performance by multiple fusing-augmenting ViT blocks

inferred← citeshttps://doi.org/10.1007/s10661-024-12719-7openalex-snapshot

Generation and classification of patch-based land use and land cover dataset in diverse Indian landscapes: a comparative study of machine learning and deep learning models

inferred← citeshttps://doi.org/10.1007/s10661-026-15760-wopenalex-snapshot

A CNN-based approach to riparian buffer strip quality monitoring in agricultural areas using satellite imagery

inferred← citeshttps://doi.org/10.1007/s10707-022-00476-zopenalex-snapshot

GeoImageNet: a multi-source natural feature benchmark dataset for GeoAI and supervised machine learning

inferred← citeshttps://doi.org/10.1007/s10791-026-10524-zopenalex-snapshot

Cross-domain remote sensing scene classification via Swin Transformer with domain-invariant feature learning

inferred← citeshttps://doi.org/10.1007/s10844-025-01011-wopenalex-snapshot

Few-shot remote sensing image scene classification with CLIP and prompt learning

inferred← citeshttps://doi.org/10.1007/s11042-016-4167-7openalex-snapshot

Land-use classification with biologically inspired color descriptor and sparse coding spatial pyramid matching

inferred← citeshttps://doi.org/10.1007/s11042-016-4316-zopenalex-snapshot

Land-use scene classification: a comparative study on bag of visual word framework

inferred← citeshttps://doi.org/10.1007/s11042-017-5314-5openalex-snapshot

Exploiting representations from pre-trained convolutional neural networks for high-resolution remote sensing image retrieval

inferred← citeshttps://doi.org/10.1007/s11042-018-5649-6openalex-snapshot

A novel retrieval method for remote sensing image based on statistical model

inferred← citeshttps://doi.org/10.1007/s11042-018-6390-xopenalex-snapshot

Diagnosis of breast tissue in mammography images based local feature descriptors

inferred← citeshttps://doi.org/10.1007/s11042-018-6548-6openalex-snapshot

Analysis of the inter-dataset representation ability of deep features for high spatial resolution remote sensing image scene classification

inferred← citeshttps://doi.org/10.1007/s11042-019-08486-0openalex-snapshot

Self-weighted discriminative metric learning based on deep features for scene recognition

inferred← citeshttps://doi.org/10.1007/s11042-020-08712-0openalex-snapshot

Multi-view Deep Representations with Cross-Dataset Transfer for Remote Sensing Image Retrieval and Classification

inferred← citeshttps://doi.org/10.1007/s11042-020-08713-zopenalex-snapshot

Multi-view feature learning for VHR remote sensing image classification

inferred← citeshttps://doi.org/10.1007/s11042-020-09294-7openalex-snapshot

Remote sensing image caption generation via transformer and reinforcement learning

inferred← citeshttps://doi.org/10.1007/s11042-020-09536-8openalex-snapshot

High-resolution SAR images segmentation using NSCT denoising and QIGA based parameters selection of PCNN model

inferred← citeshttps://doi.org/10.1007/s11042-020-10194-zopenalex-snapshot

A genetic algorithm approach for image representation learning through color quantization

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