Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification

4 February 2016

Papers citing "Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification"

50 / 80 papers shown

Title
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing Tao Bai Xingjian Tian Yonghao Xu Bihan Wen AAML 43 0 0 20 Jan 2025
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents Zhuoran Liu Danpei Zhao Bo Yuan 30 1 0 17 Oct 2024
Cloud Adversarial Example Generation for Remote Sensing Image Classification Fei Ma Yuqiang Feng Fan Zhang Yongsheng Zhou DiffM AAML 28 0 0 21 Sep 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 59 1 0 02 Aug 2024
WV-Net: A foundation model for SAR WV-mode satellite imagery trained using contrastive self-supervised learning on 10 million images Yannik Glaser J. Stopa Linnea M. Wolniewicz Ralph Foster Doug Vandemark A. Mouche Bertrand Chapron Peter Sadowski 25 1 0 26 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 24 17 0 14 Jun 2024
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery Yansheng Li Linlin Wang Tingzhu Wang Xue Yang Junwei Luo ... Haifeng Li Bo Dang Yongjun Zhang Yi Yu Junchi Yan 49 22 0 13 Jun 2024
Multiview Transformer: Rethinking Spatial Information in Hyperspectral Image Classification Jie Zhang Yongshan Zhang Yicong Zhou 15 0 0 11 Oct 2023
Human-annotated label noise and their impact on ConvNets for remote sensing image scene classification Long Peng T. Wei Xuehong Chen Xiaobei Chen Rui Sun L. Wan Jin Chen Xiaolin Zhu NoLa 21 2 0 20 May 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 48 65 0 09 Feb 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification Ali Ghanbarzade Hossein Soleimani SSL 26 10 0 03 Feb 2023
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing Ali Ghanbarzade Hossein Soleimani SSL 36 0 0 29 Jan 2023
RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs A. M. Ribeiro-dos-Santos João Dinis Ferreira O. Mutlu G. Falcão MQ 21 1 0 15 Jan 2023
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification Cam Le L. D. Pham Nghia Nvn Truong Thao Nguyen L. Trang 31 2 0 05 Nov 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 33 39 0 06 May 2022
Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification Qiaoli Chen Zhihao Chen Wei Luo 33 5 0 04 Mar 2022
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy Chunnan Wang Hongzhi Wang Xiangyu Shi 27 0 0 24 Jan 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling Yang Long Gui-Song Xia Lefei Zhang Gong Cheng Deren Li 18 14 0 06 Jan 2022
Panoptic Segmentation Meets Remote Sensing O. Carvalho Osmar Abílio de Carvalho Júnior Cristiano Rosa e Silva Anesmar Olino de Albuquerque N. C. Santana D. Borges R. Gomes R. Guimarães 25 32 0 23 Nov 2021
Do we still need ImageNet pre-training in remote sensing scene classification? Vladimir Risojević Vladan Stojnić 38 11 0 05 Nov 2021
Window Detection In Facade Imagery: A Deep Learning Approach Using Mask R-CNN Nils Nordmark Mola Ayenew 43 7 0 21 Jul 2021
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks Muhammad Usman Yaseen A. Anjum Giancarlo Fortino A. Liotta Amir Hussain 13 9 0 19 Jun 2021
A Hierarchical Approach to Remote Sensing Scene Classification Ozlem Sen H. Keles 18 6 0 29 Mar 2021
MLMA-Net: multi-level multi-attentional learning for multi-label object detection in textile defect images Bing Wei K. Hao Lei Gao 19 1 0 31 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification Qi Zhao Shuchang Lyu Yuewen Li Yujing Ma Lijiang Chen 31 34 0 29 Dec 2020
Deep-learning coupled with novel classification method to classify the urban environment of the developing world Q. Cheng A. K. M. Mahbubur Rahman Anis Sarker Siddik Nayem Ovi Paul A. Ali M. A. Amin Ryosuke Shibasaki M. Zaber 22 2 0 25 Nov 2020
Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization Shidong Wang Yi Ren G. Parr Yu Guan Ling Shao 12 19 0 11 Nov 2020
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval Yun Cao Yuebin Wang Junhuan Peng Liqiang Zhang Linlin Xu Kai Yan Lihua Li GAN 26 22 0 07 Oct 2020
Training general representations for remote sensing using in-domain knowledge Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby 23 19 0 30 Sep 2020
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images G. Rajendran Umanath Kumarasamy Chiara Zarro P. Divakarachari S. L. Ullo 17 113 0 04 Aug 2020
AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification Gabriel L. S. Machado E. Ferreira Keiller Nogueira Hugo Oliveira P. H. T. Gama J. D. Santos 29 22 0 03 Aug 2020
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Yang Long Guisong Xia Shengyang Li Wen Yang M. Yang Xiaoxiang Zhu Liangpei Zhang Deren Li 23 21 0 22 Jun 2020
The color out of space: learning self-supervised representations for Earth Observation imagery Stefano Vincenzi Angelo Porrello Pietro Buzzega Marco Cipriano Pietro Fronte Roberto Cuccu C. Ippoliti A. Conte Simone Calderara SSL 26 63 0 22 Jun 2020
Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion Lixiang Ru Bo Du Chen Wu 21 72 0 03 Jun 2020
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition Di Hu Xuhong Li Lichao Mou P. Jin Dong Chen L. Jing Xiaoxiang Zhu Dejing Dou 19 6 0 18 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery J. Brandt F. Stolle 11 3 0 13 May 2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities Gong Cheng Xingxing Xie Junwei Han Lei Guo Guisong Xia VLM 41 623 0 03 May 2020
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification Shidong Wang Yu Guan Ling Shao 25 97 0 09 Apr 2020
Binary Neural Networks: A Survey Haotong Qin Ruihao Gong Xianglong Liu Xiao Bai Jingkuan Song N. Sebe MQ 55 459 0 31 Mar 2020
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification Jie Chen Haozhe Huang Jian Peng Jiawei Zhu Li Chen Wenbo Li Bingyu Sun Haifeng Li 19 13 0 27 Jan 2020
A Discriminative Learned CNN Embedding for Remote Sensing Image Scene Classification Wen Wang Lijun Du Y. Gao Yanzhou Su Feng Wang Jian Cheng SSL 11 2 0 28 Nov 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 29 62 0 15 Nov 2019
Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition Yang Liu Zhaoyang Lu Jing Li Chao Yao Yanzi Deng 11 48 0 18 Sep 2019
Global Temporal Representation based CNNs for Infrared Action Recognition Yang Liu Zhaoyang Lu Jing Li Tao Yang Chao Yao 16 55 0 18 Sep 2019
Multiple instance dense connected convolution neural network for aerial image scene classification Qi Bi K. Qin Zhili Li Han Zhang Kai Xu 30 110 0 22 Aug 2019
Relation Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 15 86 0 16 Jul 2019
An Introduction to Deep Morphological Networks Keiller Nogueira Jocelyn Chanussot M. Dalla Mura J. A. dos Santos 13 35 0 04 Jun 2019
A Deep Journey into Super-resolution: A survey Saeed Anwar Salman Khan Nick Barnes SupR 21 406 0 16 Apr 2019
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 27 146 0 30 Jul 2018