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We constructed a novel indoor dataset VDT-2048-5i for the three-modal images few-shot semantic segmentation task. We also proposed a Self-Enhanced Mixed Attention Network (SEMANet), which consists of a Self-Enhanced module (SE) and a Mixed Attention module (MA). SEMA VDT-2048-5i

Download the dataset and code

The dataset and code are available at:https://pan.baidu.com/s/1jrhIqOnFbjHcgAcoCPl2jw?pwd=8gya

Paper

https://www.mdpi.com/1424-8220/23/14/6612

Uploading 2023-Self-Enhanced Mixed Attention Network for Three-Modal Images Few-Shot Semantic Segmentation.pdf…

Citation

Song, K.; Zhang, Y.; Bao, Y.; Zhao, Y.; Yan, Y. Self-Enhanced Mixed Attention Network for Three-Modal Images Few-Shot Semantic Segmentation. Sensors 2023, 23, 6612.

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[1] Visible and Thermal Images Fusion Architecture for Few-shot Semantic Segmentation [J]. Journal of Visual Communication and Image Representation, 2021, 80, 103306. https://github.com/bbbbby-99/V-T-few-shot-semantic-segmentation

[2] BMDENet: Bi-directional Modality Difference Elimination Network for Few-shot RGB-T Semantic Segmentation [J]. IEEE Transactions on Circuits and Systems II Express Briefs, 2023 https://github.com/VDT-2048/BMDENet

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[2] Lightweight Multi-level Feature Difference Fusion Network for RGB-D-T Salient Object Detection [J]. Journal of King Saud University - Computer and Information Sciences, 2023 https://github.com/VDT-2048/MFDF

[3] MFFNet: Multi-modal Feature Fusion Network for VDT Salient Object Detection[J]. IEEE Transactions on Multimedia, 2023. https://ieeexplore.ieee.org/abstract/document/10171982

[4] Quality-Aware Selective Fusion Network for V-D-T Salient Object Detection[J]. IEEE Transactions on Image Processing, vol. 33, pp. 3212-3226, 2024 https://ieeexplore.ieee.org/abstract/document/10516304

https://github.com/Lx-Bao/QSFNet

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Related Survey

RGB-T Image Analysis Technology and Application: A Survey [J]. Engineering Applications of Artificial Intelligence, 2023, 120, 105919. https://www.sciencedirect.com/science/article/abs/pii/S0952197623001033