نتائج البحث

CycleMatch: Cyclic pseudo-labeling distillation in semi-supervised medical image segmentation.

• Authors : Wang, Chunshi¹ (AUTHOR) ; Xiong, Chuan¹ (AUTHOR) ; Zhao, Bin¹ (AUTHOR)

Subjects: *SUPERVISED learning; *IMAGE segmentation; *DIAGNOSTIC imaging

• Source: Pattern Recognition Letters. Jul2025, Vol. 193, p135-141. 7p.

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AOA-guided hyperparameter refinement for precise medical image segmentation.

• Authors : Balaha, Hossam Magdy^1,2 (AUTHOR); Bahgat, Waleed M.^3,4 (AUTHOR); Aljohani, Mansourah⁵ (AUTHOR)

Subjects: Computer-assisted image analysis (Medicine); Optimization algorithms; Image segmentation

• Source: Alexandria Engineering Journal. May2025, Vol. 120, p547-560. 14p.

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Enhanced generation of automatically labelled image segmentation datasets by advanced style interpreter deep architectures.

• Authors : Pacheco dos Santos Lima, Marcos Sergio¹ (AUTHOR) ; López-Rubio, Ezequiel^1,2 (AUTHOR) ; Ortiz-de-Lazcano-Lobato, Juan Miguel^1,2 (AUTHOR)

Subjects: *IMAGE segmentation; *CONVOLUTIONAL neural networks; *DEEP learning

• Source: Pattern Recognition Letters. Jul2025, Vol. 193, p101-107. 7p.

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Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation

• Authors : Jiang, Xixi; Zhang, Dong; Li, Xiang

Subjects: Distribution alignment; Medical image segmentation; Multi-organ segmentation

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Image segmentation via two-step deep variational priors.

• Authors : Tan, Lu¹ (AUTHOR) ; Tai, Xue-Cheng² (AUTHOR) ; Li, Ling³ (AUTHOR)

Subjects: *CONVOLUTIONAL neural networks; *IMAGE segmentation; *IMAGE fusion

• Source: Pattern Recognition Letters. Sep2025, Vol. 195, p44-50. 7p.

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Enhancing Forest Image Segmentation in Aerial Images using Deep Learning.

• Authors : pal, Manasi¹ (AUTHOR) ; Kushwaha, Mohit¹ (AUTHOR) ; Choudhary, Jaytrilok¹ (AUTHOR)

Subjects: Image segmentation; Feature extraction; Forest monitoring

• Source: Procedia Computer Science. 2025, Vol. 258, p2760-2766. 7p.

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A novel scene coupling semantic mask network for remote sensing image segmentation.

• Authors : Ma, Xiaowen^1,2 (AUTHOR) ; Lian, Rongrong¹ (AUTHOR) ; Wu, Zhenkai¹ (AUTHOR)

Subjects: *REMOTE sensing; *IMAGE segmentation; *COMPUTER vision

• Source: ISPRS Journal of Photogrammetry & Remote Sensing. Mar2025, Vol. 221, p44-63. 20p.

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MiM-UNet: An efficient building image segmentation network integrating state space models.

• Authors : Liu, Dong^1,2,3 (AUTHOR) ; Wang, Zhiyong^1,2,4 (AUTHOR) ; Liang, Ankai⁵ (AUTHOR)

Subjects: Convolutional neural networks; Data mining; Deep learning

• Source: Alexandria Engineering Journal. May2025, Vol. 120, p648-656. 9p.

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BMSNet: Brain-inspired mixed ultrasound image segmentation network in cancer diagnosis.

• Authors : Atabansi, Chukwuemeka Clinton¹ (AUTHOR) ; Nie, Jing¹ (AUTHOR) ; Li, Hui² (AUTHOR)

• Source: Journal of King Saud University - Computer & Information Sciences. May2025, Vol. 37 Issue 3, p1-19. 19p.

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IDA-NET: Individual Difference aware Medical Image Segmentation with Meta-Learning.

• Authors : Zhang, Zheng¹ (AUTHOR) ; Yin, Guanchun¹ (AUTHOR) ; Ma, Zibo² (AUTHOR)

Subjects: *MACHINE learning; *INDIVIDUAL differences; *IMAGE segmentation

• Source: Pattern Recognition Letters. Jan2025, Vol. 187, p21-27. 7p.

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