/rgbir_seg

Primary LanguagePython

RGB-IR-Segmentation

  • unofficial implementations of sota on the MFNet dataset

  • some attempt of applying domain adaptation,transformer module,reconstruct,fusion on the RGB-IR segmentation

Models List

Model Paper/Code
MFNet [IROS 2017]official implementation
RTFNet [IEEE RAL]official implementation
FuseSeg [IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING][FuseSeg: Semantic Segmentation of Urban Scenes Based on RGB and Thermal Data Fusion]
MFFENet [IEEE Transactions on Multimedia][MFFENet: Multiscale Feature Fusion and Enhancement Network for RGBThermal Urban Road Scene Parsing]
CCAFFMNet [Neurocomputing][CCAFFMNet: Dual-spectral semantic segmentation network with channel-coordinate attention feature fusion module]
AFNet [Pattern Recognition Letters][Attention fusion network for multi-spectral semantic segmentation]
Rethinking BiSeNet For Real-time Semantic Segmentation [cvpr]Rethinking BiSeNet For Real-time Semantic Segmentation
PSTNet [cvpr]Parsenet: Looking wider to see better
TransBTS [MICCAI2021]TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
DANNet [cvpr]DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
CSWin Transformer [arxiv]CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows".
CU-Net [TPAMI]Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion
TRUSTED MULTI-VIEW CLASSIFICATION [ICLR]TRUSTED MULTI-VIEW CLASSIFICATION