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"

50 / 541 papers shown

Title
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 80 82 0 09 May 2023
Enhanced Multi-level Features for Very High Resolution Remote Sensing Scene Classification C. Sitaula K. Sumesh Jagannath Aryal 40 21 0 01 May 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 107 452 0 27 Apr 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning Zhao Song Ke Yang Naiyang Guan Junjie Zhu Peng Qiao Qingyong Hu VPVLM VLM 71 3 0 26 Apr 2023
SATIN: A Multi-Task Metadataset for Classifying Satellite Imagery using Vision-Language Models Jonathan Roberts Kai Han Samuel Albanie VLM 94 14 0 23 Apr 2023
DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Di Wang Jing Zhang Bo Du Lefei Zhang Dacheng Tao 76 55 0 19 Apr 2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang Pengfeng Xiao Zhenshi Li Feng-Xue Gu SSL 114 57 0 19 Apr 2023
Hyperbolic Image-Text Representations Karan Desai Maximilian Nickel Tanmay Rajpurohit Justin Johnson Ramakrishna Vedantam VLM 109 67 0 18 Apr 2023
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Mainak Singha Ankit Jha Bhupendra S. Solanki Shirsha Bose Biplab Banerjee VLM 107 27 0 12 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images Keumgang Cha Junghoon Seo Taekyung Lee 113 71 0 11 Apr 2023
Locality Preserving Multiview Graph Hashing for Large Scale Remote Sensing Image Search Wenyu Li Guo Zhong Xingyu Lu Chi-Man Pun 19 1 0 10 Apr 2023
LARD -- Landing Approach Runway Detection -- Dataset for Vision Based Landing Mélanie Ducoffe Maxime Carrere Léo Féliers Adrien Gauffriau Vincent Mussot C. Pagetti Thierry Sammour 25 14 0 05 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 165 551 0 03 Apr 2023
DIME-FM: DIstilling Multimodal and Efficient Foundation Models Ximeng Sun Pengchuan Zhang Peizhao Zhang Hardik Shah Kate Saenko Xide Xia VLM 109 22 0 31 Mar 2023
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision Lucas Beyer Bo Wan Gagan Madan Filip Pavetić Andreas Steiner ... Emanuele Bugliarello Tianlin Li Qihang Yu Liang-Chieh Chen Xiaohua Zhai 130 9 0 30 Mar 2023
Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification Dajana Dimitrić M. Simić Vladimir Risojević 54 0 0 29 Mar 2023
EVA-CLIP: Improved Training Techniques for CLIP at Scale Quan-Sen Sun Yuxin Fang Ledell Yu Wu Xinlong Wang Yue Cao CLIP VLM 157 513 0 27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 139 62 0 26 Mar 2023
Train/Test-Time Adaptation with Retrieval Luca Zancato Alessandro Achille Tian Yu Liu Matthew Trager Pramuditha Perera Stefano Soatto TTA OOD 60 12 0 25 Mar 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning A. Panos Yuriko Kobe Daniel Olmeda Reino Rahaf Aljundi Richard Turner CLL 165 43 0 23 Mar 2023
Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification F. Faria Luiz H. Buris Luís A. M. Pereira F. Cappabianco 25 0 0 20 Mar 2023
EVA-02: A Visual Representation for Neon Genesis Yuxin Fang Quan-Sen Sun Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM ViT CLIP 125 289 0 20 Mar 2023
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm Hengyuan Zhao Hao Luo Yuyang Zhao Pichao Wang F. Wang Mike Zheng Shou 68 5 0 14 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Da-Wei Zhou Han-Jia Ye De-Chuan Zhan Ziwei Liu CLL 106 111 0 13 Mar 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 102 43 0 13 Mar 2023
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation Xingzhe Su Jingyao Wang Jie Hu Feng Wu Changwen Zheng Gang Hua GAN 97 5 0 09 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 81 8 0 09 Mar 2023
Remote Sensing Scene Classification with Masked Image Modeling (MIM) Liya Wang A. Tien 95 3 0 28 Feb 2023
A Light-weight Deep Learning Model for Remote Sensing Image Classification L. D. Pham Cam Le Dat Ngo A. Nguyen Jasmin Lampert Alexander Schindler Ian Mcloughlin 78 2 0 25 Feb 2023
Learning Visual Representations via Language-Guided Sampling Mohamed El Banani Karan Desai Justin Johnson SSL VLM 119 28 0 23 Feb 2023
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification I. Ullah Dustin Carrión-Ojeda Sergio Escalera Isabelle M Guyon Mike Huisman F. Mohr Jan N van Rijn Haozhe Sun Joaquin Vanschoren P. Vu VLM 79 35 0 16 Feb 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models J. Allingham Jie Jessie Ren Michael W. Dusenberry Xiuye Gu Huayu Chen Dustin Tran J. Liu Balaji Lakshminarayanan LLMAG VLM 84 36 0 13 Feb 2023
Multispectral Contrastive Learning with Viewmaker Networks Jasmine Bayrooti Noah D. Goodman Alex Tamkin 72 1 0 11 Feb 2023
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 181 613 0 10 Feb 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 139 73 0 09 Feb 2023
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule Maor Ivgi Oliver Hinder Y. Carmon ODL 157 66 0 08 Feb 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Cheng-i Wang Julian McAuley Zachary Chase Lipton Saurabh Garg VLM 119 88 0 06 Feb 2023
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification Ali Ghanbarzade Hossein Soleimani SSL 53 11 0 03 Feb 2023
On the Efficacy of Differentially Private Few-shot Image Classification Marlon Tobaben Aliaksandra Shysheya J. Bronskill Andrew Paverd Shruti Tople Santiago Zanella Béguelin Richard Turner Antti Honkela 96 12 0 02 Feb 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens Chen Chen Bowen Zhang Liangliang Cao Jiguang Shen Tom Gunter Albin Madappally Jose Alexander Toshev Jonathon Shlens Ruoming Pang Yinfei Yang VLM 3DV 56 16 0 30 Jan 2023
Supervised and Contrastive Self-Supervised In-Domain Representation Learning for Dense Prediction Problems in Remote Sensing Ali Ghanbarzade Hossein Soleimani SSL 59 0 0 29 Jan 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification Qingsong Xu Yilei Shi X. Yuan Xiao Xiang Zhu VLM 73 33 0 26 Jan 2023
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation Qi Zhao Shuchang Lyu Binghao Liu Lijiang Chen Hongbo Zhao 133 20 0 13 Jan 2023
Improving Human-AI Collaboration With Descriptions of AI Behavior Ángel Alexander Cabrera Adam Perer Jason I. Hong 84 40 0 06 Jan 2023
Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images Kun Zhao Qian Gao Siyuan Hao Jie Sun Lijian Zhou EDL 70 11 0 02 Jan 2023
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning Colorado Reed Ritwik Gupta Shufan Li S. Brockman Christopher Funk Brian Clipp Kurt Keutzer Salvatore Candido M. Uyttendaele Trevor Darrell 167 192 0 30 Dec 2022
Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning Tarun Narayanan Ajay Krishnan Anirudh Koul Siddha Ganju SSL 30 1 0 28 Dec 2022
Unleashing the Power of Visual Prompting At the Pixel Level Junyang Wu Xianhang Li Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie VPVLM VLM 97 32 0 20 Dec 2022
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification D. F. S. Santos R. G. Pires L. A. Passos João Paulo Papa 56 6 0 20 Dec 2022
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends Yonghao Xu Tao Bai Weikang Yu Shizhen Chang P. M. Atkinson Pedram Ghamisi AAML 99 47 0 19 Dec 2022