Image Segmentation Using Deep Learning: A Survey

Image segmentation is a key task in computer vision and image processing with important applications such as scene understanding, medical image analysis, robotic perception, video surveillance, augmented reality, and image compression, among others, and numerous segmentation algorithms are found in...

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Vydáno v:	IEEE transactions on pattern analysis and machine intelligence Ročník 44; číslo 7; s. 3523 - 3542
Hlavní autoři:	Minaee, Shervin, Boykov, Yuri, Porikli, Fatih, Plaza, Antonio, Kehtarnavaz, Nasser, Terzopoulos, Demetri
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.07.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Augmented reality Coders Computational modeling Computer architecture Computer vision convolutional neural networks Deep Learning encoder-decoder models Encoders-Decoders Generative adversarial networks generative models Image analysis Image compression Image processing Image Processing, Computer-Assisted - methods Image segmentation instance segmentation Literature reviews Logic gates Machine learning medical image segmentation Medical imaging Neural Networks, Computer panoptic segmentation recurrent models Robotics Scene analysis semantic segmentation Semantics Video compression
ISSN:	0162-8828, 1939-3539, 2160-9292, 1939-3539
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