Evolutionary design of explainable algorithms for biomedical image segmentation by Kévin Cortacero, Brienne McKenzie, Sabina Müller, Roxana Khazen, Fanny Lafouresse, Gaëlle Corsaut, Nathalie Van Acker, François-Xavier Frenois, Laurence Lamant, Nicolas Meyer, Béatrice Vergier, Dennis G. Wilson, Hervé Luga, Oskar Staufer, Michael L. Dustin, Salvatore Valitutti, Sylvain Cussat-Blanc

“…Recent advances in Deep Learning have revolutionized the field of computer vision, creating algorithms that compete with human experts in image segmentation tasks. However, these frameworks require large human-annotated datasets for training and the resulting “black box” models are difficult to interpret. …”
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Assessing Inter-Annotator Agreement for Medical Image Segmentation by Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, Andre Aquilina, Zhiyun Xue, Stefan Jaeger, Emmanouil Papagiannakis, Sameer K. Antani

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Graph Convolutional Networks for Semi-Supervised Image Segmentation by Anna Fabijanska

Subjects: “…semi-supervised image segmentation…”
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Research on improved level set image segmentation method. by Mei Zhang, Dan Meng, Lingling Liu, Jinghua Wen

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Using Stacks for Image Segmentation Based on Region Growing by V. Yu. Tsviatkou

“…The aim of the work is to comparatively evaluate the sizes of FIFO and LIFO stacks required for image segmentation based on growing regions. The coordinates (y, x) of the pixels that need to be attached to the cultivated area are placed in stacks during the segmentation process. …”
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A Wavelet Neural Network for SAR Image Segmentation by Fa-Yu Wang, Xian-Bin Wen, Hua Zhang

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Application of Deep Learning in Petrographic Coal Images Segmentation by Sebastian Iwaszenko, Leokadia Róg

“…This paper considers the application of convolutional neural networks for coal petrographic images segmentation. The U-Net-based model for segmentation was proposed. …”
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Power mean based image segmentation in the presence of noise by Afzal Rahman, Haider Ali, Noor Badshah, Muhammad Zakarya, Hameed Hussain, Izaz Ur Rahman, Aftab Ahmed, Muhammad Haleem

“…Abstract In image segmentation and in general in image processing, noise and outliers distort contained information posing in this way a great challenge for accurate image segmentation results. …”
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A Novel Fuzzy DBNet for Medical Image Segmentation by Chiun-Li Chin, Jun-Cheng Lin, Chieh-Yu Li, Tzu-Yu Sun, Ting Chen, Yan-Ming Lai, Pei-Chen Huang, Sheng-Wen Chang, Alok Kumar Sharma

“…The results showed that our proposed model outperformed other state-of-the-art networks in both applications, demonstrating that our model can use multiple views of an image to obtain image segmentation or identification.…”
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Review on Medical Image Segmentation and Feature Extraction Approaches by Muhammad Munawar Ahmed, Aqib Ali, Baqir Nadeem Hashmi, Wali Khan Mashwani, Necla Gündüz

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Parallel global convolutional network for semantic image segmentation by Xing Bai, Jun Zhou

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Colposcopic Image Segmentation Based on Feature Refinement and Attention by Yuxi He, Liping Liu, Jinliang Wang, Nannan Zhao, Hangyu He

Subjects: “…Image segmentation…”
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Improved Image Segmentation Algorithm Using Graph-Edges by Imad Kassar Akeab

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Going to Extremes: Weakly Supervised Medical Image Segmentation by Holger R. Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu

Subjects: “…image segmentation…”
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Interactive Image Segmentation Based on Feature-Aware Attention by Jinsheng Sun, Xiaojuan Ban, Bing Han, Xueyuan Yang, Chao Yao

“…We conduct experiments on five common datasets (SBD, GrabCut, DAVIS, Berkeley, MS COCO) and the results prove our attention module can improve the performance of image segmentation networks.…”
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Development of an acousto-optic system for hyperspectral image segmentation by César Isaza, Julio M. Mosquera, Gustavo A. Gómez-Méndez, Jonny P. Zavala-De Paz, Ely Karina-Anaya, José A. Rizzo-Sierra, Omar Palillero-Sandoval

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Semantic Image Segmentation Using Scant Pixel Annotations by Adithi D. Chakravarthy, Dilanga Abeyrathna, Mahadevan Subramaniam, Parvathi Chundi, Venkataramana Gadhamshetty

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Wave Loss: A Topographic Metric for Image Segmentation by Ákos Kovács, Jalal Al-Afandi, Csaba Botos, András Horváth

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Research on Image Segmentation Algorithms on Broiler Depth Atlas by Ximing LI, Zeyong ZHAO, Jingyi WU, Yongding HUANG, Yuefang GAO, Jiayong WEN

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An Enhanced Feature Extraction Network for Medical Image Segmentation by Yan Gao, Xiangjiu Che, Huan Xu, Mei Bie

Subjects: “…medical image segmentation…”
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