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Realistic Evaluation of Deep Active Learning for Image Classification and Semantic Segmentation
Mittal, Sudhanshu, Niemeijer, Joshua, Çiçek, Özgün, Tatarchenko, Maxim, Ehrhardt, Jan, Schäfer, Jörg P., Handels, Heinz, Brox, Thomas
Published in International journal of computer vision (01.07.2025)
Published in International journal of computer vision (01.07.2025)
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LSS-UNET: Lumbar spinal stenosis semantic segmentation using deep learning
Altun, İdiris, Altun, Sinan, Alkan, Ahmet
Published in Multimedia tools and applications (01.11.2023)
Published in Multimedia tools and applications (01.11.2023)
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Context-Aware Feature Adaptation for Mitigating Negative Transfer in 3D LiDAR Semantic Segmentation
El Mendili, Lamiae, Daniel, Sylvie, Badard, Thierry
Published in Remote sensing (Basel, Switzerland) (14.08.2025)
Published in Remote sensing (Basel, Switzerland) (14.08.2025)
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Towards growth-accommodating deep learning-based semantic segmentation of pediatric hand phalanges
Tay, Edwin, Zadpoor, Amir A., Tümer, Nazli
Published in Biomedical signal processing and control (01.04.2025)
Published in Biomedical signal processing and control (01.04.2025)
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FCKDNet: A Feature Condensation Knowledge Distillation Network for Semantic Segmentation
Yuan, Wenhao, Lu, Xiaoyan, Zhang, Rongfen, Liu, Yuhong
Published in Entropy (Basel, Switzerland) (07.01.2023)
Published in Entropy (Basel, Switzerland) (07.01.2023)
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RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging
Hatamizadeh, Ali, Hosseini, Hamid, Patel, Niraj, Choi, Jinseo, Pole, Cameron C., Hoeferlin, Cory M., Schwartz, Steven D., Terzopoulos, Demetri
Published in IEEE journal of biomedical and health informatics (01.07.2022)
Published in IEEE journal of biomedical and health informatics (01.07.2022)
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AATCT-IDS: A benchmark Abdominal Adipose Tissue CT Image Dataset for image denoising, semantic segmentation, and radiomics evaluation
Ma, Zhiyu, Li, Chen, Du, Tianming, Zhang, Le, Tang, Dechao, Ma, Deguo, Huang, Shanchuan, Liu, Yan, Sun, Yihao, Chen, Zhihao, Yuan, Jin, Nie, Qianqing, Grzegorzek, Marcin, Sun, Hongzan
Published in Computers in biology and medicine (01.07.2024)
Published in Computers in biology and medicine (01.07.2024)
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Temporal Consistency as Pretext Task in Unsupervised Domain Adaptation for Semantic Segmentation
Barbosa, Felipe, Osório, Fernando
Published in Journal of intelligent & robotic systems (19.03.2025)
Published in Journal of intelligent & robotic systems (19.03.2025)
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Point Cloud Validation: On the Impact of Laser Scanning Technologies on the Semantic Segmentation for BIM Modeling and Evaluation
De Geyter, Sam, Vermandere, Jelle, De Winter, Heinder, Bassier, Maarten, Vergauwen, Maarten
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
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Semantic segmentation using deep learning to extract total extraocular muscles and optic nerve from orbital computed tomography images
Zhu, Fubao, Gao, Zhengyuan, Zhao, Chen, Zhu, Zelin, Tang, Jinshan, Liu, Yanyun, Tang, Shaojie, Jiang, Chengzhi, Li, Xinhui, Zhao, Min, Zhou, Weihua
Published in Optik (Stuttgart) (01.10.2021)
Published in Optik (Stuttgart) (01.10.2021)
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Automated detection of intracranial aneurysms using skeleton-based 3D patches, semantic segmentation, and auxiliary classification for overcoming data imbalance in brain TOF-MRA
Ham, Sungwon, Seo, Jiyeon, Yun, Jihye, Bae, Yun Jung, Kim, Tackeun, Sunwoo, Leonard, Yoo, Sooyoung, Jung, Seung Chai, Kim, Jeong-Whun, Kim, Namkug
Published in Scientific Reports (25.07.2023)
Published in Scientific Reports (25.07.2023)
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EcSeg: Semantic Segmentation of Metaphase Images Containing Extrachromosomal DNA
Rajkumar, Utkrisht, Turner, Kristen, Luebeck, Jens, Deshpande, Viraj, Chandraker, Manmohan, Mischel, Paul, Bafna, Vineet
Published in iScience (22.11.2019)
Published in iScience (22.11.2019)
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