Cover Image

On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sheffield, BW, Ellen, Jeffrey, Whitmore, Ben
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery
by: Sledge, Isaac J., et al.
Published: (2024)

ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection
by: Aubard, Martin, et al.
Published: (2024)

Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar
by: Agrawal, Aayush, et al.
Published: (2024)

PhysDNet: Physics-Guided Decomposition Network of Side-Scan Sonar Imagery
by: Lei, Can, et al.
Published: (2025)

Vision Mamba: Cutting-Edge Classification of Alzheimer's Disease with 3D MRI Scans
by: A, Muthukumar K, et al.
Published: (2024)

ELSA: Exact Linear-Scan Attention for Fast and Memory-Light Vision Transformers
by: Hsu, Chih-Chung, et al.
Published: (2026)

Mine-JEPA: In-Domain Self-Supervised Learning for Mine-Like Object Classification in Side-Scan Sonar
by: Kwon, Taeyoun, et al.
Published: (2026)

The Marine Debris Forward-Looking Sonar Datasets
by: Valdenegro-Toro, Matias, et al.
Published: (2025)

ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery
by: Sivaraman, Anush Lakshman, et al.
Published: (2025)

HQViT: Hybrid Quantum Vision Transformer for Image Classification
by: Zhang, Hui, et al.
Published: (2025)

Object Modeling from Underwater Forward-Scan Sonar Imagery with Sea-Surface Multipath
by: Liu, Yuhan, et al.
Published: (2024)

Coarse-to-Fine Non-Rigid Registration for Side-Scan Sonar Mosaicking
by: Lei, Can, et al.
Published: (2025)

Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification
by: Shiri, Mohammad, et al.
Published: (2024)

Visualizing the loss landscape of Self-supervised Vision Transformer
by: Lee, Youngwan, et al.
Published: (2024)

Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery
by: Xu, Isaac, et al.
Published: (2024)

Knowledge Distillation in YOLOX-ViT for Side-Scan Sonar Object Detection
by: Aubard, Martin, et al.
Published: (2024)

Vision Transformers for Kidney Stone Image Classification: A Comparative Study with CNNs
by: Reyes-Amezcua, Ivan, et al.
Published: (2025)

Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability
by: Nguyen, Khoa Tuan, et al.
Published: (2025)

Single View Seafloor Recovery from Imaging Sonar via Differentiable Rendering
by: Brodjian, Sevan, et al.
Published: (2026)

Leafy Spurge Dataset: Real-world Weed Classification Within Aerial Drone Imagery
by: Doherty, Kyle, et al.
Published: (2024)

Muon in Vision Transformers: Optimizer-Recipe Interactions and Gradient Spectra
by: Southworth, Ben S., et al.
Published: (2026)

Multi-Modal Landslide Detection from Sentinel-1 SAR and Sentinel-2 Optical Imagery Using Multi-Encoder Vision Transformers and Ensemble Learning
by: Nasios, Ioannis
Published: (2026)

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review
by: Bbouzidi, Sonia, et al.
Published: (2024)

Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
by: Djajapermana, Mikhael, et al.
Published: (2025)

Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis
by: Li, Mingshi, et al.
Published: (2024)

Understanding Representation Gaps Across Scales in Tropical Tree Species Classification from Drone Imagery
by: Saha, Sulagna, et al.
Published: (2026)

BornoViT: A Novel Efficient Vision Transformer for Bengali Handwritten Basic Characters Classification
by: Chowdhury, Rafi Hassan, et al.
Published: (2026)

SGW-based Multi-Task Learning in Vision Tasks
by: Zhang, Ruiyuan, et al.
Published: (2024)

ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification
by: Li, Mingshi, et al.
Published: (2025)

Structured Spectral Graph Learning for Anomaly Classification in 3D Chest CT Scans
by: Di Piazza, Theo, et al.
Published: (2025)

Observing Health Outcomes Using Remote Sensing Imagery and Geo-Context Guided Visual Transformer
by: Li, Yu, et al.
Published: (2026)

Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion
by: Qu, Ziyuan, et al.
Published: (2024)

Accelerating Malware Classification: A Vision Transformer Solution
by: Bavishi, Shrey, et al.
Published: (2024)

Comparative Analysis of Vision Transformer, Convolutional, and Hybrid Architectures for Mental Health Classification Using Actigraphy-Derived Images
by: Okala, Ifeanyi
Published: (2025)

PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests
by: Gaydon, Charles, et al.
Published: (2024)

DroneScan-YOLO: Redundancy-Aware Lightweight Detection for Tiny Objects in UAV Imagery
by: Bellec, Yann V.
Published: (2026)

S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks
by: S, Neha A, et al.
Published: (2024)

ZACH-ViT: A Zero-Token Vision Transformer with ShuffleStrides Data Augmentation for Robust Lung Ultrasound Classification
by: Angelakis, Athanasios, et al.
Published: (2025)

GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning
by: Raju, S M Taslim Uddin, et al.
Published: (2025)

Understanding Task Transfer in Vision-Language Models
by: Sachdeva, Bhuvan, et al.
Published: (2025)