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

1 March 2017

Junwei Han

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

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Title
Reproducible scaling laws for contrastive language-image learning Mehdi Cherti Romain Beaumont Ross Wightman Mitchell Wortsman Gabriel Ilharco Cade Gordon Christoph Schuhmann Ludwig Schmidt J. Jitsev VLM CLIP 137 823 0 14 Dec 2022
Group Generalized Mean Pooling for Vision Transformer ByungSoo Ko Han-Gyu Kim Byeongho Heo Sangdoo Yun Sanghyuk Chun Geonmo Gu Wonjae Kim ViT 80 1 0 08 Dec 2022
Editing Models with Task Arithmetic Gabriel Ilharco Marco Tulio Ribeiro Mitchell Wortsman Suchin Gururangan Ludwig Schmidt Hannaneh Hajishirzi Ali Farhadi KELM MoMe MU 213 522 0 08 Dec 2022
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer Shibo Jie Zhi-Hong Deng 80 137 0 06 Dec 2022
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Favyen Bastani Piper Wolters Ritwik Gupta Joe Ferdinando Aniruddha Kembhavi 97 109 0 28 Nov 2022
Multitask Vision-Language Prompt Tuning Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 104 53 0 21 Nov 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 146 235 0 21 Nov 2022
Coarse-to-fine Task-driven Inpainting for Geoscience Images Huiming Sun Jin Ma Qing Guo Qin Zou Shaoyue Song Yuewei Lin Hongkai Yu 62 10 0 20 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 104 59 0 15 Nov 2022
Backdoor Attacks for Remote Sensing Data with Wavelet Transform Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 67 13 0 15 Nov 2022
ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations Chanda Grover Indra Deep Mastan Debayan Gupta VLM CLIP 53 4 0 14 Nov 2022
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities Zhongzhi Chen Guangyi Liu Bo Zhang Fulong Ye Qinghong Yang Ledell Yu Wu VLM 102 90 0 12 Nov 2022
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 63 2 0 05 Nov 2022
Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images Yan Zhang Xiyuan Gao Qingyan Duan Jiaxu Leng Xiao Pu Xinbo Gao ViT 52 1 0 28 Oct 2022
BARS: A Benchmark for Airport Runway Segmentation Wenhui Chen Zhijiang Zhang Liang Yu Yichun Tai 155 11 0 24 Oct 2022
Non-Contrastive Learning Meets Language-Image Pre-Training Jinghao Zhou Li Dong Zhe Gan Lijuan Wang Furu Wei VLM CLIP 75 26 0 17 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning Dongze Lian Daquan Zhou Jiashi Feng Xinchao Wang 118 264 0 17 Oct 2022
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery Jules Bourcier G. Dashyan Jocelyn Chanussot Alahari Karteek SSL 41 4 0 13 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 245 74 0 10 Oct 2022
Revisiting adapters with adversarial training Sylvestre-Alvise Rebuffi Francesco Croce Sven Gowal AAML 60 17 0 10 Oct 2022
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing images Qing Li Guoping Qiu 75 2 0 26 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo 61 18 0 15 Sep 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions Paul Pu Liang Amir Zadeh Louis-Philippe Morency 114 88 0 07 Sep 2022
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 189 224 0 07 Sep 2022
Prompt Tuning with Soft Context Sharing for Vision-Language Models Kun Ding Ying Wang Pengzhang Liu Qiang Yu Hao Zhang Shiming Xiang Chunhong Pan VPVLM VLM 77 15 0 29 Aug 2022
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Jingru Zhu Ya Guo Geng Sun Libo Yang M. Deng Jie Chen 145 54 0 16 Aug 2022
Patching open-vocabulary models by interpolating weights Gabriel Ilharco Mitchell Wortsman S. Gadre Shuran Song Hannaneh Hajishirzi Simon Kornblith Ali Farhadi Ludwig Schmidt VLM KELM 125 176 0 10 Aug 2022
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks Yonghao Xu Weikang Yu Pedram Ghamisi Michael K Kopp Sepp Hochreiter 66 34 0 08 Aug 2022
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Di Wang Qiming Zhang Yufei Xu Jing Zhang Bo Du Dacheng Tao Lefei Zhang 84 257 0 08 Aug 2022
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new framework Guilherme Pereira Bento Garcia C. Grohmann L. P. Soares M. Espadoto 28 10 0 04 Aug 2022
Audio-visual scene classification via contrastive event-object alignment and semantic-based fusion Yuanbo Hou Bo Kang Dick Botteldooren 48 3 0 03 Aug 2022
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training Haoxuan You Luowei Zhou Bin Xiao Noel Codella Yu Cheng Ruochen Xu Shih-Fu Chang Lu Yuan CLIP VLM 85 47 0 26 Jul 2022
METER-ML: A Multi-Sensor Earth Observation Benchmark for Automated Methane Source Mapping B. Zhu Nicholas Lui Jeremy Irvin Jimmy Le Sahil Tadwalkar Chenghao Wang Zutao Ouyang Frankie Y. Liu Andrew Y. Ng R. Jackson 93 16 0 22 Jul 2022
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification I. Dimitrovski Ivan Kitanovski D. Kocev Nikola Simidjievski VLM 101 78 0 14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 91 137 0 14 Jul 2022
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain Tong Zhang Peng Gao Hao-Chen Dong Zhuang Yin Guanqun Wang Wei Zhang He Chen 77 34 0 08 Jul 2022
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch Ke Xu Yao Xiao Zhao-Heng Zheng Kaijie Cai Ramkant Nevatia AAML 115 32 0 05 Jul 2022
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network L. D. Pham Khoa Tran Dat Ngo Jasmin Lampert Alexander Schindler 45 3 0 20 Jun 2022
Scalable Neural Data Server: A Data Recommender for Transfer Learning Tianshi Cao Sasha Doubov David Acuna Sanja Fidler 106 6 0 19 Jun 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya J. Bronskill Massimiliano Patacchiola Sebastian Nowozin Richard Turner 3DH FedML 95 28 0 17 Jun 2022
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Adrian El Baz Ihsan Ullah Edesio Alcobaça André C. P. L. F. de Carvalho Hong Chen ... Ekrem Öztürk J. V. Rijn Haozhe Sun Xin Wang Wenwu Zhu 79 12 0 15 Jun 2022
Transductive CLIP with Class-Conditional Contrastive Learning Junchu Huang Weijie Chen Shicai Yang Di Xie Shiliang Pu Yueting Zhuang VLM BDL NoLa 75 6 0 13 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 106 152 0 09 Jun 2022
SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners Feng Liang Yangguang Li Diana Marculescu SSL TPM ViT 108 23 0 28 May 2022
Learning Instance Representation Banks for Aerial Scene Classification Jingjun Yi Beichen Zhou 38 1 0 27 May 2022
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems Andrea Gesmundo J. Dean 134 24 0 25 May 2022
Pairwise Comparison Network for Remote Sensing Scene Classification Yue Zhang Xiangtao Zheng Xiaoqiang Lu SSL 58 10 0 17 May 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 89 40 0 06 May 2022
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images P. Jain Bianca Schoen-Phelan R. Ross 70 34 0 04 May 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 86 45 0 28 Apr 2022