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SDA-Reg: large-scale dynamic scene point cloud registration with semantic dual-stream attention. [PDF]

Sci Rep
Fu S, Cai Q, Yao Z, Chen Q, Lin T.
europepmc   +1 more source

WVM-UNet: A Wavelet-Vision Mamba Framework for Enhanced Medical Image Segmentation. [PDF]

J Imaging
Yang Y, Gao W, Wu Z, Yang C.
europepmc   +1 more source

DIG-MambaNet: A Dual-Path Interactive Guided Mamba Network for Medical Image Segmentation. [PDF]

J Imaging
Zhu Y, Yu T, Li H, Shu X.
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An segformer-mix vision transformer-based GIST segmentation in fused CT-PET images. [PDF]

PLoS One
Allapakam V, Karuna Y.
europepmc   +1 more source

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Semantic Segmentation on Multi-Spectral Images

2021 29th Signal Processing and Communications Applications Conference (SIU), 2021
Semantic segmentation is considered to be one of the basic steps in understanding image content. For semantic segmentation, if multi-spectral images are used together with color images, more successful results are obtained due to complementary information obtained from multi-spectral images.
Veysel Aslantas, Ahmet Nusret Toprak, Mehmet Elmaci   +2 more
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Multi-modal semantic image segmentation

Computer Vision and Image Understanding, 2021
Abstract We propose a modality invariant method to obtain high quality semantic object segmentation of human body parts, for four imaging modalities which consist of visible images, X-ray images, thermal images (heatmaps) and infrared radiation (IR) images. We first consider two modalities (i.e.
Akila Pemasiri, Kien Nguyen 0001, Sridha Sridharan, Clinton Fookes   +3 more
openaire   +2 more sources