Satellite and Scene Image Classification Based on Transfer Learning and Fine Tuning of ResNet50

Color Object Detection Based Image Retrieval Using ROI Segmentation with Multi-Feature Method

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Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

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A Novel Learning Rate Schedule in Optimization for Neural Networks and It’s Convergence

(2020) Jieun Park et al.   Symmetry-Basel

Residual Dense Network Based on Channel-Spatial Attention for the Scene Classification of a High-Resolution Remote Sensing Image

(2020) Xiaolei Zhao et al.   Remote Sensing

Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label Smoothing

(2020) Biserka Petrovska et al.   Applied Sciences-Basel

Deep Learning in Age-invariant Face Recognition: A Comparative Study

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Fabric Defect Detection Using Computer Vision Techniques: A Comprehensive Review

(2020) Aqsa Rasheed et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

Short search space and synthesized-reference re-ranking for face image retrieval

(2020) Muhammad Sajid et al.   APPLIED SOFT COMPUTING

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Modeling global geometric spatial information for rotation invariant classification of satellite images

(2019) Nouman Ali et al.   PLoS One

Content-Based Image Retrieval and Feature Extraction: A Comprehensive Review

(2019) Afshan Latif et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Recent Advances on Spectral–Spatial Hyperspectral Image Classification: An Overview and New Guidelines

(2018) Lin He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning for remote sensing image classification: A survey

(2018) Ying Li et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Intelligent image classification-based on spatial weighted histograms of concentric circles

(2018) Bushra Zafar et al.   Computer Science and Information Systems

A Hybrid Geometric Spatial Image Representation for scene classification

(2018) Nouman Ali et al.   PLoS One

Data Augmentation-Assisted Makeup-Invariant Face Recognition

(2018) Muhammad Sajid et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A Novel Discriminating and Relative Global Spatial Image Representation with Applications in CBIR

(2018) Bushra Zafar et al.   Applied Sciences-Basel

Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features

(2017) Qian Weng et al.   IEEE Geoscience and Remote Sensing Letters

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

(2017) Gui-Song Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Advanced Spectral Classifiers for Hyperspectral Images: A review

(2017) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

(2016) Bei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Rotation and scale invariant hybrid image descriptor and retrieval

(2015) Shiv Ram Dubey et al.   COMPUTERS & ELECTRICAL ENGINEERING

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

(2015) Qin Zou et al.   IEEE Geoscience and Remote Sensing Letters

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Multiple kernel-based multi-instance learning algorithm for image classification

(2014) Daxiang Li et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Feature integration of EODH and Color-SIFT: Application to image retrieval based on codebook

(2014) Xiaolin Tian et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

High-Order Distance-Based Multiview Stochastic Learning in Image Classification

(2014) Jun Yu et al.   IEEE Transactions on Cybernetics

Aggregating Local Image Descriptors into Compact Codes

(2011) H. Jegou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Real-Time Computerized Annotation of Pictures

(2008) Jia Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE