Cover Image

FusWay: Multimodal hybrid fusion approach. Application to Railway Defect Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhukov, Alexey, Benois-Pineau, Jenny, Youssef, Amira, Zemmari, Akka, Mosbah, Mohamed, Taillandier, Virginie
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

There is More to Attention: Statistical Filtering Enhances Explanations in Vision Transformers
by: Ayyar, Meghna P, et al.
Published: (2025)

Mean Opinion Score as a New Metric for User-Evaluation of XAI Methods
by: Yu, Hyeon, et al.
Published: (2024)

Drift Detection: Introducing Gaussian Split Detector
by: Fuccellaro, Maxime, et al.
Published: (2024)

Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation
by: Kletz, Sabrina, et al.
Published: (2025)

Object segmentation in the wild with foundation models: application to vision assisted neuro-prostheses for upper limbs
by: Atoki, Bolutife, et al.
Published: (2025)

Locating Demographic Bias at the Attention-Head Level in CLIP's Vision Encoder
by: Yasser, Alaa, et al.
Published: (2026)

Analyzing and Leveraging the $k$-Sensitivity of LZ77
by: Bathie, Gabriel, et al.
Published: (2026)

Fus-MAE: A cross-attention-based data fusion approach for Masked Autoencoders in remote sensing
by: Chan-To-Hing, Hugo, et al.
Published: (2024)

FusDreamer: Label-efficient Remote Sensing World Model for Multimodal Data Classification
by: Wang, Jinping, et al.
Published: (2025)

FISTNet: FusIon of STyle-path generative Networks for Facial Style Transfer
by: Khowaja, Sunder Ali, et al.
Published: (2023)

Federated and Transfer Learning for Cancer Detection Based on Image Analysis
by: Bechar, Amine, et al.
Published: (2024)

TextureMeDefect: LLM-based Defect Texture Generation for Railway Components on Mobile Devices
by: Ferdousi, Rahatara, et al.
Published: (2024)

Comparison of 6th-8th Graders’ Efficiencies, Strategies and Representations Regarding Generalization Patterns
by: Yaşar Akka
Published: (2013)

FASIONAD : FAst and Slow FusION Thinking Systems for Human-Like Autonomous Driving with Adaptive Feedback
by: Qian, Kangan, et al.
Published: (2024)

Fus3D: Decoding Consolidated 3D Geometry from Feed-forward Geometry Transformer Latents
by: Fink, Laura, et al.
Published: (2026)

A Multimodal Fusion Framework for Bridge Defect Detection with Cross-Verification
by: Rachuri, Ravi Datta, et al.
Published: (2024)

Resilient Multimodal Industrial Surface Defect Detection with Uncertain Sensors Availability
by: Jiang, Shuai, et al.
Published: (2025)

SynRailObs: A Synthetic Dataset for Obstacle Detection in Railway Scenarios
by: Guo, Qiushi, et al.
Published: (2025)

Towards Faithful Multimodal Concept Bottleneck Models
by: Moreau, Pierre, et al.
Published: (2026)

An Edge AI System Based on FPGA Platform for Railway Fault Detection
by: Li, Jiale, et al.
Published: (2024)

CAM-VFD: Cross-Attention Multimodal Video Forgery Detection
by: Elkhodary, Hoda Osama, et al.
Published: (2026)

Railway Artificial Intelligence Learning Benchmark (RAIL-BENCH): A Benchmark Suite for Perception in the Railway Domain
by: Bätz, Annika, et al.
Published: (2026)

Transfer Learning Approach for Railway Technical Map (RTM) Component Identification
by: Rumalshan, Obadage Rochana, et al.
Published: (2024)

Through-Foliage Surface-Temperature Reconstruction for early Wildfire Detection
by: Youssef, Mohamed, et al.
Published: (2025)

Fusion of Single and Integral Multispectral Aerial Images
by: Youssef, Mohamed, et al.
Published: (2023)

Smart Railway Obstruction Detection System using IoT and Computer Vision
by: Kumar, Pravin, et al.
Published: (2026)

A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow
by: Guo, Qiushi
Published: (2024)

Integrating Object Detection, LiDAR-Enhanced Depth Estimation, and Segmentation Models for Railway Environments
by: Giannico, Enrico Francesco, et al.
Published: (2026)

Milestone Determination for Autonomous Railway Operation
by: Hunter, Josh, et al.
Published: (2025)

NeRF-Supervised Feature Point Detection and Description
by: Youssef, Ali, et al.
Published: (2024)

Transfer Learning-based Real-time Handgun Detection
by: Elmir, Youssef
Published: (2023)

A Novel Approach to for Multimodal Emotion Recognition : Multimodal semantic information fusion
by: Dai, Wei, et al.
Published: (2025)

Train Ego-Path Detection on Railway Tracks Using End-to-End Deep Learning
by: Laurent, Thomas
Published: (2024)

Normalization Equivariance for Arbitrary Backbones, with Application to Image Denoising
by: Saied, Youssef, et al.
Published: (2026)

Arithmetic of critical $p$-adic $L$-functions
by: Benois, Denis, et al.
Published: (2024)

LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring
by: Sanchez, Raul David Dominguez, et al.
Published: (2025)

Edge-Enabled Real-time Railway Track Segmentation
by: Chenglin, Chen, et al.
Published: (2024)

A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation
by: Abouelaziz, Ilyass, et al.
Published: (2024)

Improved YOLOv5 Based on Attention Mechanism and FasterNet for Foreign Object Detection on Railway and Airway tracks
by: Qi, Zongqing, et al.
Published: (2024)

Advancing Ear Biometrics: Enhancing Accuracy and Robustness through Deep Learning
by: Mohamed, Youssef, et al.
Published: (2024)