Image de couverture de livre

Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Drapier, Nicolas, Chetouani, Aladine, Chateigner, Aurélien
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
par: Drapier, Nicolas, et autres
Publié: (2024)

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
par: Zaytar, Akram, et autres
Publié: (2024)

Transformer with Selective Shuffled Position Embedding and Key-Patch Exchange Strategy for Early Detection of Knee Osteoarthritis
par: Wang, Zhe, et autres
Publié: (2023)

Feasibility study for reconstruction of knee MRI from one corresponding X-ray via CNN
par: Wang, Zhe, et autres
Publié: (2025)

Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?
par: Kerkouri, Mohamed Amine, et autres
Publié: (2024)

Crowd Detection Using Very-Fine-Resolution Satellite Imagery
par: Xiao, Tong, et autres
Publié: (2025)

Reverse Refinement Network for Narrow Rural Road Detection in High-Resolution Satellite Imagery
par: Wang, Ningjing, et autres
Publié: (2024)

SPGen: Stochastic scanpath generation for paintings using unsupervised domain adaptation
par: Kerkouri, Mohamed Amine, et autres
Publié: (2026)

Renormalized Connection for Scale-preferred Object Detection in Satellite Imagery
par: Zhang, Fan, et autres
Publié: (2024)

UHR-DETR: Efficient End-to-End Small Object Detection for Ultra-High-Resolution Remote Sensing Imagery
par: Li, Jingfang, et autres
Publié: (2026)

Shifting Focus: From Global Semantics to Local Prominent Features in Swin-Transformer for Knee Osteoarthritis Severity Assessment
par: Sekhri, Aymen, et autres
Publié: (2024)

Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery
par: Bou, Xavier, et autres
Publié: (2024)

Coverage Biases in High-Resolution Satellite Imagery
par: Musienko, Vadim, et autres
Publié: (2025)

An Atmospheric Correction Integrated LULC Segmentation Model for High-Resolution Satellite Imagery
par: Mukherjee, Soham, et autres
Publié: (2024)

Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach
par: PS, Kailas, et autres
Publié: (2024)

Adaptive Slicing-Assisted Hyper Inference for Enhanced Small Object Detection in High-Resolution Imagery
par: Moretti, Francesco, et autres
Publié: (2026)

PathMamba: A Hybrid Mamba-Transformer for Topologically Coherent Road Segmentation in Satellite Imagery
par: Decaestecker, Jules, et autres
Publié: (2025)

Can Location Embeddings Enhance Super-Resolution of Satellite Imagery?
par: Panangian, Daniel, et autres
Publié: (2025)

Partial Large Kernel CNNs for Efficient Super-Resolution
par: Lee, Dongheon, et autres
Publié: (2024)

Towards High-Resolution Alignment and Super-Resolution of Multi-Sensor Satellite Imagery
par: Shin, Philip Wootaek, et autres
Publié: (2025)

An Empirical Study of Methods for Small Object Detection from Satellite Imagery
par: Yuan, Xiaohui, et autres
Publié: (2025)

Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery
par: Lavreniuk, Mykola, et autres
Publié: (2025)

ESOD: Efficient Small Object Detection on High-Resolution Images
par: Liu, Kai, et autres
Publié: (2024)

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
par: Noman, Mubashir, et autres
Publié: (2024)

MAgSeg: Segmentation of Agricultural Landscapes in High-Resolution Satellite Imagery using Multimodal Large Language Models
par: Tiwary, Piyush, et autres
Publié: (2026)

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality
par: Kerkouri, Mohamed Amine, et autres
Publié: (2025)

Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis
par: Wang, Zhe, et autres
Publié: (2024)

Developing Gridded Emission Inventory from High-Resolution Satellite Object Detection for Improved Air Quality Forecasts
par: Ghosal, Shubham, et autres
Publié: (2024)

Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery
par: Al-Emadi, Sara, et autres
Publié: (2025)

Harnessing Massive Satellite Imagery with Efficient Masked Image Modeling
par: Wang, Fengxiang, et autres
Publié: (2024)

Beluga Whale Detection from Satellite Imagery with Point Labels
par: Zheng, Yijie, et autres
Publié: (2025)

What They Saw, Not Just Where They Looked: Semantic Scanpath Similarity via VLMs and NLP metric
par: Kerkouri, Mohamed Amine, et autres
Publié: (2026)

Reliable Detection of Minute Targets in High-Resolution Aerial Imagery across Temporal Shifts
par: Gholizadeh, Mohammad Sadegh, et autres
Publié: (2025)

Highly Efficient and Unsupervised Framework for Moving Object Detection in Satellite Videos
par: Xiao, C., et autres
Publié: (2024)

UAV-DETR: Efficient End-to-End Object Detection for Unmanned Aerial Vehicle Imagery
par: Zhang, Huaxiang, et autres
Publié: (2025)

CNNs, Transformers, Hybrid, and Vision Language Models for Skin Cancer Detection
par: Dey, Durjoy, et autres
Publié: (2026)

Automated Detection of Antarctic Benthic Organisms in High-Resolution In Situ Imagery to Aid Biodiversity Monitoring
par: Trotter, Cameron, et autres
Publié: (2025)

Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts
par: Lee, Sumin, et autres
Publié: (2025)

Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imagery
par: Ventura, Jonathan, et autres
Publié: (2022)

Siamese Meets Diffusion Network: SMDNet for Enhanced Change Detection in High-Resolution RS Imagery
par: Jia, Jia, et autres
Publié: (2024)