| Pyramid Scene Parsing Network | Dec 4, 2016 | Dichotomous Image SegmentationImage Classification | CodeCode Available | 1 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | Nov 2, 2015 | Crowd CountingDecoder | CodeCode Available | 1 |
| Fully Convolutional Networks for Semantic Segmentation | Nov 14, 2014 | Crack SegmentationMultispectral Object Detection | CodeCode Available | 1 |
| Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation | May 11, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion | Jul 31, 2024 | Scene ParsingSemantic Segmentation | —Unverified | 0 |
| HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion | Apr 4, 2024 | Scene ParsingSemantic Segmentation | CodeCode Available | 0 |
| IGFNet: Illumination-Guided Fusion Network for Semantic Scene Understanding using RGB-Thermal Images | Dec 4, 2023 | Autonomous DrivingScene Understanding | CodeCode Available | 0 |
| InfraParis: A multi-modal and multi-task autonomous driving dataset | Sep 27, 2023 | Autonomous DrivingMonocular Depth Estimation | CodeCode Available | 0 |
| CACFNet: Cross-Modal Attention Cascaded Fusion Network for RGB-T Urban Scene Parsing | Sep 14, 2023 | Scene ParsingThermal Image Segmentation | —Unverified | 0 |
| Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation | Aug 24, 2023 | RelationSegmentation | —Unverified | 0 |
| Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation | Jul 17, 2023 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation | Jun 17, 2023 | Autonomous DrivingSaliency Detection | —Unverified | 0 |
| SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation | Mar 15, 2023 | Data AugmentationSegmentation | CodeCode Available | 0 |
| GEBNet: Graph-Enhancement Branch Network for RGB-T Scene Parsing | Oct 31, 2022 | DecoderScene Parsing | —Unverified | 0 |
| DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation | Apr 21, 2022 | DecoderSegmentation | —Unverified | 0 |
| MTANet: Multitask-Aware Network With Hierarchical Multimodal Fusion for RGB-T Urban Scene Understanding | Apr 5, 2022 | Autonomous VehiclesScene Understanding | —Unverified | 0 |
| Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction | Dec 27, 2021 | object-detectionObject Detection | —Unverified | 0 |
| RGB-D Salient Object Detection with Ubiquitous Target Awareness | Sep 8, 2021 | Objectobject-detection | —Unverified | 0 |
| ABMDRNet: Adaptive-Weighted Bi-Directional Modality Difference Reduction Network for RGB-T Semantic Segmentation | Jun 19, 2021 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| PST900: RGB-Thermal Calibration, Dataset and Segmentation Network | Sep 20, 2019 | Camera CalibrationSegmentation | CodeCode Available | 0 |
| Adaptive Pyramid Context Network for Semantic Segmentation | Jun 1, 2019 | Scene ParsingSegmentation | CodeCode Available | 0 |
| ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic Segmentation | May 24, 2019 | RGBD Semantic SegmentationSegmentation | CodeCode Available | 0 |
| RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes | Mar 13, 2019 | Autonomous VehiclesDecoder | CodeCode Available | 0 |
| Fast-SCNN: Fast Semantic Segmentation Network | Feb 12, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 |
