Lightweight Multi-scale Transformer for Automatic Skin Lesions Segmentation

Author:

Xu Zhijian1ORCID,Guo Xingyue2ORCID,Wang Juan2ORCID

Affiliation:

1. School of Electronic Information Engineering_China West Normal University, China West Normal University, China

2. School of Computer Science_China West Normal University, China West Normal University, China

Publisher

ACM

Reference29 articles.

1. Atique , U. , Mushtaq , S. , Rana , I. A. , & Hassan , U. ( 2020 ). Clinicopathologic Features of Cutaneous Malignant Melanoma and Their Impact on Prognosis. Cureus, 12(9) . Atique, U., Mushtaq, S., Rana, I. A., & Hassan, U. (2020). Clinicopathologic Features of Cutaneous Malignant Melanoma and Their Impact on Prognosis. Cureus, 12(9).

2. Mishra N K , Celebi M E . An overview of melanoma detection in dermoscopy images using image processing and machine learning[J]. arXiv preprint arXiv:1601.07843 , 2016 . Mishra N K, Celebi M E. An overview of melanoma detection in dermoscopy images using image processing and machine learning[J]. arXiv preprint arXiv:1601.07843, 2016.

3. Ronneberger O , Fischer P , Brox T. U-net: Convolutional networks for biomedical image segmentation[C]//Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th International Conference , Munich, Germany , October 5-9, 2015 , Proceedings, Part III 18. Springer International Publishing , 2015: 234-241. Ronneberger O, Fischer P, Brox T. U-net: Convolutional networks for biomedical image segmentation[C]//Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part III 18. Springer International Publishing, 2015: 234-241.

4. Long J Shelhamer E Darrell T. Fully convolutional networks for semantic segmentation[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2015: 3431-3440. Long J Shelhamer E Darrell T. Fully convolutional networks for semantic segmentation[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2015: 3431-3440.

5. Improved skin lesion edge detection method using Ant Colony Optimization[J];Sengupta S;Skin Research and Technology,2019

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