SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ramirez, David F., Overman, Tim, Jaskie, Kristen, Marvin, Joe, Spanias, Andreas
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards a Large Language-Vision Question Answering Model for MSTAR Automatic Target Recognition
by: Ramirez, David F., et al.
Published: (2026)

Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model
by: Ramirez, David F., et al.
Published: (2026)

Infrared Computer Vision for Utility-Scale Photovoltaic Array Inspection
by: Ramirez, David F., et al.
Published: (2024)

An Interpretable Two-Stage Feature Decomposition Method for Deep Learning-based SAR ATR
by: Wang, Chenwei, et al.
Published: (2025)

Goal-Oriented Semantic Communication for Wireless Visual Question Answering
by: Liu, Sige, et al.
Published: (2024)

Entropy-and-Channel-Aware Adaptive-Rate Semantic Communication with MLLM-Aided Feature Compensation
by: Chen, Weixuan, et al.
Published: (2025)

GeoDiff-SAR II: 3D-Driven Foundation Diffusion Models for SAR Generation via Decoupled Control
by: Wu, Xuanting, et al.
Published: (2026)

Purely Speckled Intensity Images Need for SAR Despeckling with SDS-SAR
by: Chen, Liang, et al.
Published: (2023)

Unifying Image Processing as Visual Prompting Question Answering
by: Liu, Yihao, et al.
Published: (2023)

Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture
by: Li, Weijie, et al.
Published: (2023)

SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm
by: Xiong, Xuying, et al.
Published: (2025)

Spatial-Spectral Chromatic Coding of Interference Signatures in SAR Imagery: Signal Modeling and Physical-Visual Interpretation
by: Yang, Huizhang, et al.
Published: (2025)

LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features
by: Xiong, Xuying, et al.
Published: (2024)

Technical report on target classification in SAR track
by: Xu, Haonan, et al.
Published: (2024)

Diffusion Probabilistic Models for Compressive SAR Imaging
by: Pappas, Odysseas, et al.
Published: (2025)

Ship Detection in SAR Images with Human-in-the-Loop
by: Jia, Hecheng, et al.
Published: (2024)

DiffDet4SAR: Diffusion-based Aircraft Target Detection Network for SAR Images
by: Jie, Zhou, et al.
Published: (2024)

Merging Point Data for InSAR Deformation Processing
by: Calef, Matthew T., et al.
Published: (2024)

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation
by: Zhou, Qin, et al.
Published: (2025)

On the Modelling of Ship Wakes in S-Band SAR Images and an Application to Ship Identification
by: Kamirul, Kamirul, et al.
Published: (2024)

MaDiNet: Mamba Diffusion Network for SAR Target Detection
by: Zhou, Jie, et al.
Published: (2024)

Semantics-Guided Generative Image Compression
by: Wu, Cheng-Lin, et al.
Published: (2025)

Compressive Sensing Photoacoustic Imaging Receiver with Matrix-Vector-Multiplication SAR ADC
by: Liao, Huan-Cheng, et al.
Published: (2025)

Sentinel-1 SAR Based Weakly Supervised Learning For Tropical Forest Mapping
by: Mullissa, Adugna, et al.
Published: (2024)

RFI Removal from SAR Imagery via Sparse Parametric Estimation of LFM Interferences
by: Yang, Dehui, et al.
Published: (2025)

Fast and Robust LRSD-based SAR/ISAR Imaging and Decomposition
by: Hashempour, Hamid Reza, et al.
Published: (2025)

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective
by: Chen, Xiaolan, et al.
Published: (2024)

VideoQA-SC: Adaptive Semantic Communication for Video Question Answering
by: Guo, Jiangyuan, et al.
Published: (2024)

FSAR-Cap: A Fine-Grained Two-Stage Annotated Dataset for SAR Image Captioning
by: Zhang, Jinqi, et al.
Published: (2025)

SAAIPAA: Optimizing aspect-angles-invariant physical adversarial attacks on SAR target recognition models
by: Lemeire, Isar, et al.
Published: (2025)

Deep Learning Meets SAR
by: Zhu, Xiao Xiang, et al.
Published: (2020)

Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering
by: Zhang, Zhilin, et al.
Published: (2024)

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications
by: Liang, Chengyang, et al.
Published: (2024)

Boosting Spatial-Spectral Masked Auto-Encoder Through Mining Redundant Spectra for HSI-SAR/LiDAR Classification
by: Lin, Junyan, et al.
Published: (2024)

Goal-Oriented Semantic Communication for Wireless Video Transmission via Generative AI
by: Li, Nan, et al.
Published: (2025)

Language-Free Generative Editing from One Visual Example
by: Elezabi, Omar, et al.
Published: (2026)

Semantic Satellite Communications Based on Generative Foundation Model
by: Jiang, Peiwen, et al.
Published: (2024)

Generalized User-Oriented Image Semantic Coding Empowered by Large Vision-Language Model
by: Huang, Sin-Yu, et al.
Published: (2025)

Semantic Communications with Explicit Semantic Base for Image Transmission
by: Zheng, Yuan, et al.
Published: (2023)

Array SAR 3D Sparse Imaging Based on Regularization by Denoising Under Few Observed Data
by: Wang, Yangyang, et al.
Published: (2024)