GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis
Fuente:
arXiv
Guardado en:
| Autores principales: | Kumar, Anand, Kanthen, Kavinder Roghit, John, Josna |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
por: Yang, Siwei, et al.
Publicado: (2024)
por: Yang, Siwei, et al.
Publicado: (2024)
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation
por: Nguyen-Le, Quoc-Bao, et al.
Publicado: (2024)
por: Nguyen-Le, Quoc-Bao, et al.
Publicado: (2024)
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
por: Sun, Guanqun, et al.
Publicado: (2023)
por: Sun, Guanqun, et al.
Publicado: (2023)
TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
por: Asare, Akwasi, et al.
Publicado: (2025)
por: Asare, Akwasi, et al.
Publicado: (2025)
Token-UNet: A New Case for Transformers Integration in Efficient and Interpretable 3D UNets for Brain Imaging Segmentation
por: Tshimanga, Louis Fabrice, et al.
Publicado: (2026)
por: Tshimanga, Louis Fabrice, et al.
Publicado: (2026)
UltraLBM-UNet: Ultralight Bidirectional Mamba-based Model for Skin Lesion Segmentation
por: Fan, Linxuan, et al.
Publicado: (2025)
por: Fan, Linxuan, et al.
Publicado: (2025)
FMD-TransUNet: Abdominal Multi-Organ Segmentation Based on Frequency Domain Multi-Axis Representation Learning and Dual Attention Mechanisms
por: Lu, Fang, et al.
Publicado: (2025)
por: Lu, Fang, et al.
Publicado: (2025)
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation
por: Liu, Guoqing, et al.
Publicado: (2023)
por: Liu, Guoqing, et al.
Publicado: (2023)
UNet-AF: An alias-free UNet for image restoration
por: Scanvic, Jérémy, et al.
Publicado: (2026)
por: Scanvic, Jérémy, et al.
Publicado: (2026)
MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation
por: Rahman, Md Maklachur, et al.
Publicado: (2026)
por: Rahman, Md Maklachur, et al.
Publicado: (2026)
Segmenting Medical Images: From UNet to Res-UNet and nnUNet
por: Huang, Lina, et al.
Publicado: (2024)
por: Huang, Lina, et al.
Publicado: (2024)
SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception
por: Huo, Guohao, et al.
Publicado: (2025)
por: Huo, Guohao, et al.
Publicado: (2025)
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation
por: Liu, Xiao, et al.
Publicado: (2024)
por: Liu, Xiao, et al.
Publicado: (2024)
MSVM-UNet: Multi-Scale Vision Mamba UNet for Medical Image Segmentation
por: Chen, Chaowei, et al.
Publicado: (2024)
por: Chen, Chaowei, et al.
Publicado: (2024)
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation
por: Zhang, Mingya, et al.
Publicado: (2024)
por: Zhang, Mingya, et al.
Publicado: (2024)
DSVM-UNet : Enhancing VM-UNet with Dual Self-distillation for Medical Image Segmentation
por: Shao, Renrong, et al.
Publicado: (2026)
por: Shao, Renrong, et al.
Publicado: (2026)
RDTE-UNet: A Boundary and Detail Aware UNet for Precise Medical Image Segmentation
por: Qu, Jierui, et al.
Publicado: (2025)
por: Qu, Jierui, et al.
Publicado: (2025)
CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic Segmentation
por: Liu, Mushui, et al.
Publicado: (2024)
por: Liu, Mushui, et al.
Publicado: (2024)
Topology-Constrained Quantized nnUNet for Efficient and Anatomically Accurate 3D Tooth Segmentation
por: Prasad, Paarth, et al.
Publicado: (2026)
por: Prasad, Paarth, et al.
Publicado: (2026)
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation
por: Wu, Renkai, et al.
Publicado: (2024)
por: Wu, Renkai, et al.
Publicado: (2024)
SpineContextResUNet: A Computationally Efficient Residual UNet for Spine CT Segmentation
por: Nithurshen, K S, et al.
Publicado: (2026)
por: Nithurshen, K S, et al.
Publicado: (2026)
MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion
por: Huang, Jingxue, et al.
Publicado: (2024)
por: Huang, Jingxue, et al.
Publicado: (2024)
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation
por: Wang, Ranmin, et al.
Publicado: (2024)
por: Wang, Ranmin, et al.
Publicado: (2024)
MM-UNet: Meta Mamba UNet for Medical Image Segmentation
por: Xie, Bin, et al.
Publicado: (2025)
por: Xie, Bin, et al.
Publicado: (2025)
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
por: Ruan, Jiacheng, et al.
Publicado: (2024)
por: Ruan, Jiacheng, et al.
Publicado: (2024)
UNetMamba: An Efficient UNet-Like Mamba for Semantic Segmentation of High-Resolution Remote Sensing Images
por: Zhu, Enze, et al.
Publicado: (2024)
por: Zhu, Enze, et al.
Publicado: (2024)
D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
por: Song, Meixi, et al.
Publicado: (2025)
por: Song, Meixi, et al.
Publicado: (2025)
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation
por: Wang, Jinhong, et al.
Publicado: (2024)
por: Wang, Jinhong, et al.
Publicado: (2024)
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
por: Zhu, Wenhui, et al.
Publicado: (2024)
por: Zhu, Wenhui, et al.
Publicado: (2024)
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation
por: Adame, Diego, et al.
Publicado: (2025)
por: Adame, Diego, et al.
Publicado: (2025)
SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction
por: Chen, Jialei, et al.
Publicado: (2024)
por: Chen, Jialei, et al.
Publicado: (2024)
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
por: Wang, Ziyang, et al.
Publicado: (2024)
por: Wang, Ziyang, et al.
Publicado: (2024)
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
por: Liao, Weibin, et al.
Publicado: (2024)
por: Liao, Weibin, et al.
Publicado: (2024)
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation
por: Qiu, Peijie, et al.
Publicado: (2024)
por: Qiu, Peijie, et al.
Publicado: (2024)
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation
por: Huang, Jing, et al.
Publicado: (2025)
por: Huang, Jing, et al.
Publicado: (2025)
KM-UNet KAN Mamba UNet for medical image segmentation
por: Zhang, Yibo
Publicado: (2025)
por: Zhang, Yibo
Publicado: (2025)
Ground-based image deconvolution with Swin Transformer UNet
por: Akhaury, Utsav, et al.
Publicado: (2024)
por: Akhaury, Utsav, et al.
Publicado: (2024)
Vision Transformer-Conditioned UNet for Domain-Adaptive Semantic Segmentation
por: Ortega, Joel Valdivia, et al.
Publicado: (2026)
por: Ortega, Joel Valdivia, et al.
Publicado: (2026)
PolarGS: Polarimetric Cues for Ambiguity-Free Gaussian Splatting with Accurate Geometry Recovery
por: Guo, Bo, et al.
Publicado: (2025)
por: Guo, Bo, et al.
Publicado: (2025)
HyperGS: Hyperspectral 3D Gaussian Splatting
por: Thirgood, Christopher, et al.
Publicado: (2024)
por: Thirgood, Christopher, et al.
Publicado: (2024)
Ejemplares similares
-
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
por: Yang, Siwei, et al.
Publicado: (2024) -
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation
por: Nguyen-Le, Quoc-Bao, et al.
Publicado: (2024) -
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
por: Sun, Guanqun, et al.
Publicado: (2023) -
TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
por: Asare, Akwasi, et al.
Publicado: (2025) -
Token-UNet: A New Case for Transformers Integration in Efficient and Interpretable 3D UNets for Brain Imaging Segmentation
por: Tshimanga, Louis Fabrice, et al.
Publicado: (2026)