Results 241 to 250 of about 1,221,513 (328)

Comparison of semantic segmentation approaches for horizon/sky line detection [PDF]

, 2017
Touqeer Ahmad, Pavel Campr, Martin Čadík, George Bebis   +3 more
openalex   +1 more source

Histogram matching‐enhanced adversarial learning for unsupervised domain adaptation in medical image segmentation

Medical Physics, EarlyView.
Abstract Background Unsupervised domain adaptation (UDA) seeks to mitigate the performance degradation of deep neural networks when applied to new, unlabeled domains by leveraging knowledge from source domains. In medical image segmentation, prevailing UDA techniques often utilize adversarial learning to address domain shifts for cross‐modality ...
Xiaoxue Qian, Hua‐Chieh Shao, Yunxiang Li, Weiguo Lu, You Zhang   +4 more
wiley   +1 more source

Deep Learning-Based Semantic Segmentation for Objective Colonoscopy Quality Assessment. [PDF]

J Imaging
Vulpoi RA, Ciobanu A, Drug VL, Mihai C, Barboi OB, Floria DE, Coseru AI, Olteanu A, Rosca V, Luca M.   +9 more
europepmc   +1 more source

Semantic-oriented Object Segmentation

, 2014
Wenbin Zou
openalex   +1 more source

A CNN Cascade for Landmark Guided Semantic Part Segmentation

, 2016
Aaron P. Jackson, Michel Valstar, Georgios Tzimiropoulos   +2 more
openalex   +2 more sources

A MULTI-RESOLUTION FUSION MODEL INCORPORATING COLOR AND ELEVATION FOR SEMANTIC SEGMENTATION [PDF]

, 2017
Wenkai Zhang, Hai Huang, M. Schmitz, Xuguang Sun, Huanjiong Wang, Helmut Mayer   +5 more
openalex   +1 more source

A segment anything model‐guided and match‐based semi‐supervised segmentation framework for medical imaging

Medical Physics, EarlyView.
Abstract Background Semi‐supervised segmentation leverages sparse annotation information to learn rich representations from combined labeled and label‐less data for segmentation tasks. The Match‐based framework, by using the consistency constraint of segmentation results from different models/augmented label‐less inputs, is found effective in semi ...
Guoping Xu, Xiaoxue Qian, Hua‐Chieh Shao, Jax Luo, Weiguo Lu, You Zhang   +5 more
wiley   +1 more source

Spatially adaptive interaction network for semantic segmentation of high-resolution remote sensing images. [PDF]

Sci Rep
Song W, He H, Dai J, Jia G.
europepmc   +1 more source

Clockwork Convnets for Video Semantic Segmentation

, 2016
Evan Shelhamer, Kate Rakelly, Judy Hoffman, Trevor Darrell   +3 more
openalex   +2 more sources

Point‐cloud segmentation with in‐silico data augmentation for prostate cancer treatment

Medical Physics, EarlyView.
Abstract Background In external x‐ray radiation therapy, the administered dose distribution can deviate from the planned dose due to alterations in patient positioning, changes in intra‐fraction anatomy, and the limited precision of the beam delivery system in spatial terms.
Jianxin Zhou, Massimiliano Salvatori, Kadishe Fejza, Gregory M. Hermann, Angela Di Fulvio   +4 more
wiley   +1 more source