On-Device Unsupervised Image Segmentation

Along with the breakthrough of convolutional neural networks, in particular encoder-decoder and U-Net, learning-based segmentation has emerged in many research works. Most of them are based on supervised learning, requiring plenty of annotated data; however, to support segmentation, a label for each...

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Bibliographic Details

Published in:	2023 60th ACM/IEEE Design Automation Conference (DAC) pp. 1 - 6
Main Authors:	Yang, Junhuan, Sheng, Yi, Zhang, Yuzhou, Jiang, Weiwen, Yang, Lei
Format:	Conference Proceeding
Language:	English
Published:	IEEE 09.07.2023
Subjects:	Data privacy Design automation Encoding Hyperdimensional Computing Image color analysis Image segmentation On-device Learning Performance evaluation Supervised learning Unsupervised Segmentation
Online Access:	Get full text
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