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
Hyperbolic Large Language Models Sarang Patil Zeyong Zhang Yiran Huang Tengfei Ma Mengjia Xu AI4CE 0 0 0 06 Sep 2025
RiverScope: High-Resolution River Masking Dataset Rangel Daroya Taylor Rowley Jonathan Flores Elisa Friedmann Fiona Bennitt ... Thomas E. Howard Yanqi Ye Audrey Turcotte Colin J. Gleason Subhransu Maji 20 0 0 02 Sep 2025
RS-OOD: A Vision-Language Augmented Framework for Out-of-Distribution Detection in Remote Sensing Yingrui Ji Jiansheng Chen Jingbo Chen Anzhi Yue Chenhao Wang K. Li Yao Zhu 8 0 0 02 Sep 2025
Model Unmerging: Making Your Models Unmergeable for Secure Model Sharing Zihao Wang Enneng Yang L. Yin Shiwei Liu Li Shen FedML MoMe 20 0 0 01 Sep 2025
Satellite Image Utilization for Dehazing with Swin Transformer-Hybrid U-Net and Watershed loss Jongwook Si Sungyoung Kim 0 0 0 31 Aug 2025
Category-level Text-to-Image Retrieval Improved: Bridging the Domain Gap with Diffusion Models and Vision Encoders Faizan Farooq Khan Vladan Stojnić Zakaria Laskar Mohamed Elhoseiny Giorgos Tolias DiffM VLM 4 0 0 29 Aug 2025
Rethinking Layer-wise Model Merging through Chain of Merges Pietro Buzzega Riccardo Salami Angelo Porrello Simone Calderara MoMe AI4CE 49 0 0 29 Aug 2025
SatDINO: A Deep Dive into Self-Supervised Pretraining for Remote Sensing Jakub Straka Ivan Gruber 16 0 0 29 Aug 2025
Efficient Multi-Source Knowledge Transfer by Model Merging Marcin Osial Bartosz Wójcik Bartosz Zieliñski Sebastian Cygert MoMe 59 0 0 26 Aug 2025
Towards Open World Detection: A Survey Andrei-Stefan Bulzan Cosmin Cernazanu-Glavan ObjD VLM 48 0 0 22 Aug 2025
A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives Juepeng Zheng Zi Ye Yibin Wen Jianxi Huang Zhiwei Zhang Qingmei Li Qiong Hu Baodong Xu Lingyuan Zhao Haohuan Fu 32 0 0 20 Aug 2025
Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models Dexia Chen Wentao Zhang Qianjie Zhu Ping Hu Weibing Li Tong Zhang Ruixuan Wang VLM 16 0 0 18 Aug 2025
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering Elman Ghazaei Erchan Aptoula 24 0 0 12 Aug 2025
RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging The-Hai Nguyen Dang Huu-Tien Takeshi Suzuki Le-Minh Nguyen MoMe 46 0 0 05 Aug 2025
Infrared Object Detection with Ultra Small ConvNets: Is ImageNet Pretraining Still Useful? Srikanth Muralidharan H. R. Medeiros Masih Aminbeidokhti Eric Granger M. Pedersoli 41 0 0 04 Aug 2025
RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging Xin He Junxi Shen Zhenheng Tang Xiaowen Chu Bo Li Ivor Tsang Yew-Soon Ong MoMe MoE 40 1 0 03 Aug 2025
DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging Kotaro Yoshida Yuji Naraki Takafumi Horie Ryotaro Shimizu Hiroki Naganuma MoMe VLM 41 0 0 02 Aug 2025
Tobler's First Law in GeoAI: A Spatially Explicit Deep Learning Model for Terrain Feature Detection Under Weak Supervision Wenwen Li Chia-Yu Hsu Maosheng Hu 44 48 0 01 Aug 2025
Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri--Rao Product Paul Albert Frederic Z. Zhang Hemanth Saratchandran Anton van den Hengel Ehsan Abbasnejad 33 0 0 01 Aug 2025
Object Recognition Datasets and Challenges: A Review Aria Salari Abtin Djavadifar Xiangrui Liu Homayoun Najjaran ObjD 78 62 0 30 Jul 2025
RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning Huiyang Hu Peijin Wang Yingchao Feng Kaiwen Wei Wenxin Yin ... Hanbo Bi Kaiyue Kang Tong Ling Kun Fu Xian Sun 44 0 0 28 Jul 2025
Lightweight Remote Sensing Scene Classification on Edge Devices via Knowledge Distillation and Early-exit Yang Zhao Shusheng Li Xueshang Feng 40 0 0 28 Jul 2025
Regularizing Subspace Redundancy of Low-Rank Adaptation Yue Zhu Haiwen Diao Shang Gao Jiazuo Yu Jiawen Zhu ... Shuai Hao Xu Jia Lu Zhang Y. Zhang Huchuan Lu 50 0 0 28 Jul 2025
Dual-Stream Global-Local Feature Collaborative Representation Network for Scene Classification of Mining Area Shuqi Fan Haoyi Wang Xianju Li 42 0 0 27 Jul 2025
Negation-Aware Test-Time Adaptation for Vision-Language Models Haochen Han Alex Jinpeng Wang Fangming Liu Jun Zhu VLM 68 1 0 25 Jul 2025
Prototype-Guided Pseudo-Labeling with Neighborhood-Aware Consistency for Unsupervised Adaptation Eman Ali Chetan Arora Muhammad Haris Khan VLM 36 0 0 22 Jul 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation Shiqi Huang Shuting He Huaiyuan Qin Bihan Wen 68 0 0 17 Jul 2025
Enhancing Quantization-Aware Training on Edge Devices via Relative Entropy Coreset Selection and Cascaded Layer Correction Yujia Tong Jingling Yuan Chuang Hu MQ 70 1 0 17 Jul 2025
HMID-Net: An Exploration of Masked Image Modeling and Knowledge Distillation in Hyperbolic Space Changli Wang Fang Yin Jiafeng Liu Rui Wu 47 0 0 13 Jul 2025
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You Fabian Gröger Shuo Wen Huyen Le Maria Brbic 77 1 0 20 Jun 2025
Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data Bingjie Zhang Hongkang Li Changlong Shi Guowei Rong He Zhao Dongsheng Wang Dandan Guo Meng Wang MoMe 118 0 0 10 Jun 2025
StatsMerging: Statistics-Guided Model Merging via Task-Specific Teacher Distillation Ranjith Merugu Bryan Bo Cao Shubham Jain FedML MoMe 215 1 0 05 Jun 2025
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review Cédric Léonard Dirk Stober Martin Schulz 162 0 0 04 Jun 2025
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models Yan Shu Bin Ren Zhitong Xiong Danda Pani Paudel Luc Van Gool Begüm Demir N. Sebe Paolo Rota VLM 102 1 0 02 Jun 2025
MINT: Multimodal Instruction Tuning with Multimodal Interaction Grouping Xiaojun Shan Qi Cao Xing Han Haofei Yu Paul Liang 120 0 0 02 Jun 2025
Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu VLM 120 1 0 01 Jun 2025
Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting Chen Huang Skyler Seto Hadi Pouransari Mehrdad Farajtabar Raviteja Vemulapalli Fartash Faghri Oncel Tuzel B. Theobald Josh Susskind CLL 115 0 0 30 May 2025
Decom-Renorm-Merge: Model Merging on the Right Space Improves Multitasking Yuatyong Chaichana Thanapat Trachu Peerat Limkonchotiwat Konpat Preechakul Tirasan Khandhawit Ekapol Chuangsuwanich MoMe 138 0 0 29 May 2025
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging Akash Dhasade Divyansh Jhunjhunwala Milos Vujasinovic Gauri Joshi Anne-Marie Kermarrec MoMe 131 0 0 29 May 2025
Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration Wenju Sun Qingyong Li Wen Wang Yang Liu Yangli-ao Geng Boyang Li MoMe 112 0 0 29 May 2025
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models Benjamin Herdeanu Juan Nathaniel Carla Roesch Jatan Buch Gregor Ramien Johannes Haux Pierre Gentine CML AI4CE 150 0 0 22 May 2025
NAN: A Training-Free Solution to Coefficient Estimation in Model Merging Chongjie Si Kangtao Lv Jingjing Jiang Yadao Wang Yongwei Wang Xiaokang Yang Wenbo Su Bo Zheng Wei Shen MoMe 130 0 0 22 May 2025
Model Merging is Secretly Certifiable: Non-Vacuous Generalisation Bounds for Low-Shot Learning Taehoon Kim Henry Gouk Minyoung Kim Timothy M. Hospedales 160 0 0 21 May 2025
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives Xingxing Weng Chao Pang Gui-Song Xia VLM 196 0 0 20 May 2025
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment Yang Hu Runchen Wang Stephen Chong Zhao Xuhui Zhan Do Hun Kim Mark Wallace David A. Tovar VLM 123 0 0 20 May 2025
Cross-Model Transfer of Task Vectors via Few-Shot Orthogonal Alignment Kazuhiko Kawamoto Atsuhiro Endo Hiroshi Kera 131 0 0 17 May 2025
MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging Zihuan Qiu Yi Xu Chiyuan He Fanman Meng Linfeng Xu Qi Wu Hongliang Li CLL MoMe 130 1 0 17 May 2025
FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing Haodong Zhao Peng Peng Chiyu Chen Linqing Huang Gongshen Liu FedML 140 0 0 13 May 2025
CAT Merging: A Training-Free Approach for Resolving Conflicts in Model Merging Wenju Sun Qingyong Li Yangli-ao Geng Boyang Li MoMe 185 3 0 11 May 2025
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach Pierre Adorni M. Pham Stéphane May Sébastien Lefèvre 104 0 0 06 May 2025