Copertina

Adaptive Transformer Attention and Multi-Scale Fusion for Spine 3D Segmentation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Xiang, Yanlin, He, Qingyuan, Xu, Ting, Hao, Ran, Hu, Jiacheng, Zhang, Hanchao
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Multi-Scale Transformer Architecture for Accurate Medical Image Classification
di: Hu, Jiacheng, et al.
Pubblicazione: (2025)

Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data
di: He, Weijie, et al.
Pubblicazione: (2024)

Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models
di: Liu, Houze, et al.
Pubblicazione: (2024)

A Deep Learning Framework for Boundary-Aware Semantic Segmentation
di: An, Tai, et al.
Pubblicazione: (2025)

SA$^{2}$Net: Scale-Adaptive Structure-Affinity Transformation for Spine Segmentation from Ultrasound Volume Projection Imaging
di: Xie, Hao, et al.
Pubblicazione: (2025)

ExFusion: Efficient Transformer Training via Multi-Experts Fusion
di: Ruan, Jiacheng, et al.
Pubblicazione: (2026)

DualSwinFusionSeg: Multimodal Martian Landslide Segmentation via Dual Swin Transformer with Multi-Scale Fusion and UNet++
di: Kabir, Shahriar, et al.
Pubblicazione: (2026)

Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation
di: Lu, Jiahao, et al.
Pubblicazione: (2025)

Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration
di: Zhou, Hongchao, et al.
Pubblicazione: (2024)

A Hybrid CNN-Transformer Model for Heart Disease Prediction Using Life History Data
di: Hao, Ran, et al.
Pubblicazione: (2025)

Anatomy-Aware Text-Visual Fusion with Dual-Perspective Prompts for Fine-Grained Lumbar Spine Segmentation
di: Lian, Sheng, et al.
Pubblicazione: (2025)

NeuroVascU-Net: A Unified Multi-Scale and Cross-Domain Adaptive Feature Fusion U-Net for Precise 3D Segmentation of Brain Vessels in Contrast-Enhanced T1 MRI
di: Vayeghan, Mohammad Jafari, et al.
Pubblicazione: (2025)

DAF-Net: A Dual-Branch Feature Decomposition Fusion Network with Domain Adaptive for Infrared and Visible Image Fusion
di: Xu, Jian, et al.
Pubblicazione: (2024)

Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion
di: Cao, Yice, et al.
Pubblicazione: (2024)

RefineFormer3D: Efficient 3D Medical Image Segmentation via Adaptive Multi-Scale Transformer with Cross Attention Fusion
di: Tyagi, Kavyansh, et al.
Pubblicazione: (2026)

Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images
di: Liu, Qingyuan, et al.
Pubblicazione: (2024)

Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation
di: Li, Xiawei, et al.
Pubblicazione: (2023)

Adaptive Multi-Scale Channel-Spatial Attention Aggregation Framework for 3D Indoor Semantic Scene Completion Toward Assisting Visually Impaired
di: He, Qi, et al.
Pubblicazione: (2026)

AdaptiveFusion: Adaptive Multi-Modal Multi-View Fusion for 3D Human Body Reconstruction
di: Chen, Anjun, et al.
Pubblicazione: (2024)

DAGLFNet: Deep Feature Attention Guided Global and Local Feature Fusion for Pseudo-Image Point Cloud Segmentation
di: Chen, Chuang, et al.
Pubblicazione: (2025)

SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI
di: Chen, Jiasong, et al.
Pubblicazione: (2024)

LucidFusion: Reconstructing 3D Gaussians with Arbitrary Unposed Images
di: He, Hao, et al.
Pubblicazione: (2024)

GraphFusion3D: Dynamic Graph Attention Convolution with Adaptive Cross-Modal Transformer for 3D Object Detection
di: Mia, Md Sohag, et al.
Pubblicazione: (2025)

Self-Supervised Multi-Scale Transformer with Attention-Guided Fusion for Efficient Crack Detection
di: Kyem, Blessing Agyei, et al.
Pubblicazione: (2025)

MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
di: Bui, T-Mai, et al.
Pubblicazione: (2025)

3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention
di: Huang, Huan, et al.
Pubblicazione: (2024)

BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images
di: Wang, Wentao, et al.
Pubblicazione: (2024)

Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection
di: He, Weijie, et al.
Pubblicazione: (2024)

Multi-Modal Sensor Fusion using Hybrid Attention for Autonomous Driving
di: Mayank, Mayank, et al.
Pubblicazione: (2026)

Multi-Layer Feature Fusion with Cross-Channel Attention-Based U-Net for Kidney Tumor Segmentation
di: Neha, Fnu, et al.
Pubblicazione: (2024)

SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation
di: Zheng, Fuchen, et al.
Pubblicazione: (2024)

ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation
di: Qamar, Saqib, et al.
Pubblicazione: (2025)

PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection
di: Li, Yidi, et al.
Pubblicazione: (2024)

RoPeSLR: 3D RoPE-driven Sparse-LowRank Attention for Efficient Diffusion Transformers
di: Liu, Yuxi, et al.
Pubblicazione: (2026)

Tracing 3D Anatomy in 2D Strokes: A Multi-Stage Projection Driven Approach to Cervical Spine Fracture Identification
di: Madhurja, Fabi Nahian, et al.
Pubblicazione: (2026)

Adaptive Real-Time Multi-Loss Function Optimization Using Dynamic Memory Fusion Framework: A Case Study on Breast Cancer Segmentation
di: Golnari, Amin, et al.
Pubblicazione: (2024)

Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result Fusion
di: Shen, Bingzhi, et al.
Pubblicazione: (2024)

Part Segmentation and Motion Estimation for Articulated Objects with Dynamic 3D Gaussians
di: Chao, Jun-Jee, et al.
Pubblicazione: (2025)

Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer Fusion
di: Ghafoor, Mehwish, et al.
Pubblicazione: (2024)

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention
di: Nam, Ju-Hyeon, et al.
Pubblicazione: (2024)