Instance segmentation model created from three semantic segmentations of mask, boundary and centroid pixels verified on GlaS dataset

Malík, Peter; Krištofík, Štefan; Knapová, Kristína

doi:https://dx.doi.org/10.15439/2020F175

Number of the records: 1

Instance segmentation model created from three semantic segmentations of mask, boundary and centroid pixels verified on GlaS dataset

Title	Instance segmentation model created from three semantic segmentations of mask, boundary and centroid pixels verified on GlaS dataset
Author	Malík Peter 1980 - SAVINFO - Ústav informatiky SAV ^SCOPUS ^RID ^ORCID
Co-authors	Krištofík Štefan 1984- SAVINFO - Ústav informatiky SAV ^SCOPUS ^RID ^ORCID
	Knapová Kristína

Source document	Proceedings of the 2020 federated conference on computer science and information systems : Annals of computer science and information systems, vol. 21. (2020), p. 569-576. - New York City : IEEE, 2020
Language	eng - English
Country	US - United States of America
Document kind	rozpis článkov z periodík (rzb)
Citations	LOUREMBAM, A. - KUMAR, K.M.V.M. - SINGH, T.R. A robust image copy detection method using machine learning. In Malaya Journal of Matematik. 2021, vol. S, no. 1, pp. 23-30. doi: 10.26637/MJMS2101/0005.
	CHEN, B. - LIU, Y. - ZHANG, Z. - LU, G. - ZHANG, D. Transattunet: multi-level attention-guided u-net with transformer for medical image segmentation. In arXiv:2107.05274v1. 2021, pp. 1-13.
	LAI, Hong Phuc - TRAN, Thi Thao - PHAM, Van Truong. Axial Attention MLP-Mixer: A New Architecture for Image Segmentation. In ICCE 2022 2022 IEEE 9th International Conference on Communications and Electronics, 2022-01-01, pp. 381-386. Dostupné na: https://doi.org/10.1109/ICCE55644.2022.9852066.
	LI, J. - CHEN, J.Y. - TANG, Y.C. - WANG, C. - LANDMAN, B.A. - ZHOU, S.K. Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives. In MEDICAL IMAGE ANALYSIS. ISSN 1361-8415, APR 2023, vol. 85. Dostupné na: https://doi.org/10.1016/j.media.2023.102762.
	CHEN, B.Z. - LIU, Y.S. - ZHANG, Z. - LU, G.M. - KONG, A.W.K. TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation. In IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE. ISSN 2471-285X, 2023 SEP 8 2023. Dostupné na: https://doi.org/10.1109/TETCI.2023.3309626.
	LE, Hoang Minh Quang - LE, Trung Kien - PHAM, Van Truong - TRAN, Thi Thao. AMG-Mixer: A Multi-Axis Attention MLP-Mixer Architecture for Biomedical Image Segmentation. In Lecture Notes in Networks and Systems, 2023-01-01, 734 LNNS, pp. 169-180. ISSN 23673370. Dostupné na: https://doi.org/10.1007/978-3-031-36886-8_14.
	LAI, Hong Phuc - TRAN, Thi Thao - PHAM, Van Truong. PASPP Medical Transformer for Medical Image Segmentation. In Lecture Notes in Networks and Systems, 2023-01-01, 551, pp. 441-453. ISSN 23673370. Dostupné na: https://doi.org/10.1007/978-981-19-6631-6_31.
	RASHID, Shahid - RAZA, Mudassar - SHARIF, Muhammad - AZAM, Faisal - KADRY, Seifedine - KIM, Jungeun. White blood cell image analysis for infection detection based on virtual hexagonal trellis (VHT) by using deep learning. In SCIENTIFIC REPORTS, 2023, vol. 13, no. 1, pp. ISSN 2045-2322.
	VU, Ngoc Tu - PHAM, Viet Tien - TRAN, Thi Thao - PHAM, Van Truong. PyBoFormer: Pyramid Selected Boundary Transformer for Polyp Segmentation. In Proceedings 12th IEEE International Conference on Control, Automation and Information Sciences, ICCAIS 2023, 2023-01-01, pp. 194-199. Dostupné na: https://doi.org/10.1109/ICCAIS59597.2023.10382322.
	CIECHOLEWSKI, Marcin. Urban Scene Semantic Segmentation Using the U-Net Model. In Proceedings of the 18th Conference on Computer Science and Intelligence Systems, FedCSIS 2023, 2023-01-01, pp. 907-912. Dostupné na: https://doi.org/10.15439/2023F3686.
	NGUYEN, Van Quang - NGUYEN, Quang Huy - TRAN, Thi Thao. ConvmixFormer-Unet: A New Approach for Medical Image Segmentation based on Convmixer and Transformer. In Proceedings 12th IEEE International Conference on Control, Automation and Information Sciences, ICCAIS 2023, 2023-01-01, pp. 662-667. Dostupné na: https://doi.org/10.1109/ICCAIS59597.2023.10382399.
Category	ADMB - Scientific papers in foreign non-impacted journals registered in Web of Sciences or Scopus
Category of document (from 2022)	V3 - Vedecký výstup publikačnej činnosti z časopisu
Type of document	článok
Year	2020
Registered in	SCOPUS
DOI	10.15439/2020F175

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