4.6 Article

Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Artificial Intelligence

Attention in Natural Language Processing

Andrea Galassi et al.

Summary: This article presents a unified model for attention architectures in natural language processing, with a taxonomy based on four dimensions. It demonstrates how prior information can be exploited in attention models, and discusses ongoing research efforts and challenges in this domain.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)

Article Computer Science, Artificial Intelligence

C-CNN: Contourlet Convolutional Neural Networks

Mengkun Liu et al.

Summary: This article introduces a novel network architecture, C-CNN, combining spectral and spatial features for texture classification. Experimental results show that this approach outperforms other methods on multiple datasets with fewer trainable parameters.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)

Article Geochemistry & Geophysics

Remote Sensing Scene Classification by Gated Bidirectional Network

Hao Sun et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2020)

Article Computer Science, Artificial Intelligence

Skip-Connected Covariance Network for Remote Sensing Scene Classification

Nanjun He et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)

Article Geochemistry & Geophysics

Combining Multilevel Features for Remote Sensing Image Scene Classification With Attention Model

Jinsheng Ji et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2020)

Article Computer Science, Information Systems

Deep Attention and Multi-Scale Networks for Accurate Remote Sensing Image Segmentation

Xingqun Qi et al.

IEEE ACCESS (2020)

Article Engineering, Electrical & Electronic

An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification

Fengpeng Li et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)

Article Engineering, Electrical & Electronic

Channel-Attention-Based DenseNet Network for Remote Sensing Image Scene Classification

Wei Tong et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)

Article Engineering, Electrical & Electronic

Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities

Gong Cheng et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)

Article Computer Science, Information Systems

Scene Classification of Remote Sensing Images Based on Saliency Dual Attention Residual Network

Dongen Guo et al.

IEEE ACCESS (2020)

Article Geochemistry & Geophysics

Scene Classification With Recurrent Attention of VHR Remote Sensing Images

Qi Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Environmental Sciences

Remote Sensing Image Scene Classification Using CNN-CapsNet

Wei Zhang et al.

REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Convolutional Attention in Ensemble With Knowledge Transferred for Remote Sensing Image Classification

Hainan Wang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Remote Sensing

Multiple resolution block feature for remote-sensing scene classification

Chen Wang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2019)

Article Engineering, Electrical & Electronic

A Lightweight and Discriminative Model for Remote Sensing Scene Classification With Multidilation Pooling Module

Bin Zhang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification

Jie Xie et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification

Xiaoqiang Lu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Robust Space-Frequency Joint Representation for Remote Sensing Image Scene Classification

Jie Fang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Attention CoupleNet: Fully Convolutional Attention Coupling Network for Object Detection

Yousong Zhu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Geochemistry & Geophysics

CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery

Gongjie Zhang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Engineering, Electrical & Electronic

Remote sensing scene classification based on rotation-invariant feature learning and joint decision making

Yong Zhou et al.

EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING (2019)

Proceedings Paper Geosciences, Multidisciplinary

A MULTI-TASK ARCHITECTURE FOR REMOTE SENSING BY JOINT SCENE CLASSIFICATION AND IMAGE QUALITY ASSESSMENT

Cong Zhang et al.

2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) (2019)

Proceedings Paper Geosciences, Multidisciplinary

SEMANTIC SEGMENTATION OF HIGH RESOLUTION REMOTE SENSING IMAGE BASED ON BATCH-ATTENTION MECHANISM

Yanzhou Su et al.

2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) (2019)

Proceedings Paper Geosciences, Multidisciplinary

FEATURE SPARSITY IN CONVOLUTIONAL NEURAL NETWORKS FOR SCENE CLASSIFICATION OF REMOTE SENSING IMAGE

Wei Huang et al.

2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) (2019)

Article Geochemistry & Geophysics

Scene Classification Based on Two-Stage Deep Feature Fusion

Yishu Liu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2018)

Article Geochemistry & Geophysics

Aerial Scene Classification via Multilevel Fusion Based on Deep Convolutional Neural Networks

Yunlong Yu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2018)

Article Engineering, Electrical & Electronic

Scene Classification via Triplet Networks

Yishu Liu et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Diversity-Promoting Deep Structural Metric Learning for Remote Sensing Scene Classification

Zhiqiang Gong et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification

Qingshan Liu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling

Nanjun He et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

Gong Cheng et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

Object-Part Attention Model for Fine-Grained Image Classification

Yuxin Peng et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Remote Sensing

Land-use scene classification based on a CNN using a constrained extreme learning machine

Qian Weng et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Article Geography, Physical

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

Rao Muhammad Anwer et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Scene Classification Based on Multiscale Convolutional Neural Network

Yanfei Liu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Environmental Sciences

Hybrid Collaborative Representation for Remote-Sensing Image Scene Classification

Bao-Di Liu et al.

REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Remote Sensing Image Scene Classification Using Bag of Convolutional Features

Gong Cheng et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Geochemistry & Geophysics

Training Deep Convolutional Neural Networks for Land-Cover Classification of High-Resolution Imagery

Grant J. Scott et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Engineering, Electrical & Electronic

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery

Guoli Wang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Engineering, Electrical & Electronic

Fusing Local and Global Features for High-Resolution Scene Classification

Xiaoyong Bian et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Domain Adaptation Network for Cross-Scene Classification

Esam Othman et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Deep Feature Fusion for VHR Remote Sensing Scene Classification

Souleyman Chaib et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

Erzhu Li et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

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

Gui-Song Xia et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Computer Science, Artificial Intelligence

Towards better exploiting convolutional neural networks for remote sensing scene classification

Keiller Nogueira et al.

PATTERN RECOGNITION (2017)

Article Engineering, Electrical & Electronic

Remote Sensing Image Scene Classification: Benchmark and State of the Art

Gong Cheng et al.

PROCEEDINGS OF THE IEEE (2017)

Article Computer Science, Hardware & Architecture

ImageNet Classification with Deep Convolutional Neural Networks

Alex Krizhevsky et al.

COMMUNICATIONS OF THE ACM (2017)

Article Geochemistry & Geophysics

Deep Filter Banks for Land-Use Scene Classification

Hang Wu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)

Article Geochemistry & Geophysics

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

Dimitrios Marmanis et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)

Article Geochemistry & Geophysics

A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval

Yuebin Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

Fan Zhang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Remote Sensing

Using convolutional features and a sparse autoencoder for land-use scene classification

Esam Othmana et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2016)

Article Environmental Sciences

Large patch convolutional neural networks for the scene classification of high spatial resolution imagery

Yanfei Zhong et al.

JOURNAL OF APPLIED REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

Qin Zou et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)

Article Geochemistry & Geophysics

Multiview Deep Learning for Land-Use Classification

F. P. S. Luus et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)

Article Engineering, Electrical & Electronic

Land-Use Scene Classification Using a Concentric Circle-Structured Multiscale Bag-of-Visual-Words Model

Li-Jun Zhao et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)