OpenCodePapers

thermal-image-segmentation-on-pst900

Semantic SegmentationScene SegmentationThermal Image Segmentation
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PaperCodemIoUModelNameReleaseDate
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance✓ Link89.8SHIFNet2025-03-04
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion✓ Link89.0HAPNet2024-04-04
Complementary Random Masking for RGB-Thermal Semantic Segmentation✓ Link88CRM_RGBTSeg2023-03-30
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation✓ Link87.8Sigma-small2024-04-05
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation✓ Link87.45MMSFormer2023-09-07
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning✓ Link86.7DPLNet2023-12-01
CACFNet: Cross-Modal Attention Cascaded Fusion Network for RGB-T Urban Scene Parsing86.56CACFNet2023-09-14
EGFNet: Edge-Aware Guidance Fusion Network for RGB–Thermal Urban Scene Parsing✓ Link85.42EGFNet (ConvNeXt)2023-08-15
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation✓ Link85.35StitchFusion (RGB-T)2024-08-02
Context-Aware Interaction Network for RGB-T Semantic Segmentation✓ Link84.74CAINet (MobileNet-V2)2024-01-03
UniRGB-IR: A Unified Framework for RGB-Infrared Semantic Tasks via Adapter Tuning✓ Link82.8UniRGB-IR2024-04-26
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation✓ Link82.3SpiderMesh2023-03-15
GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing81.15GEBNet2022-10-31
MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding78.60MTANet2022-04-05
Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing✓ Link78.51EGFNet2021-12-09
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation75.0CSRPNet (ResNet-50)2023-08-24
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation✓ Link71.81ACNet2019-05-24
PST900: RGB-Thermal Calibration, Dataset and Segmentation Network✓ Link68.4PSTNet2019-09-20
RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes✓ Link57.6RTFNet2019-03-13
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes57.0MFNet2017-12-14
U-Net: Convolutional Networks for Biomedical Image Segmentation✓ Link52.8UNet2015-05-18
Fast-SCNN: Fast Semantic Segmentation Network✓ Link47.2Fast-SCNN2019-02-12
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