End-to-end trainable network for superpixel and image segmentation

K Wang, L Li, J Zhang - Pattern Recognition Letters, 2020 - Elsevier
Image segmentation and superpixel generation have been studied for many years, and they
are still active research topics in computer vision. Although many advanced computer vision …

[PDF][PDF] Research on land use classification of hyperspectral images based on multiscale superpixels

H Wang, W Li, W Huang, J Niu, K Nie - Math. Biosci. Eng, 2020 - aimspress.com
With the rapid development of remote sensing technology, research on land use
classification methods based on hyperspectral remote sensing images has attracted …

Adaptive tuning of SLIC parameter K

S Ullah, N Bhatti, M Zia - Multimedia Tools and Applications, 2021 - Springer
The well-known simple linear iterative clustering (SLIC) is the most effective among the
existing algorithms for superpixel segmentation, which requires manual tuning of the …

基于改进AlexNet 和线性迭代聚类的超像素分割方法.

陈孝如 - Journal of Dalian Polytechnic University, 2022 - search.ebscohost.com
针对超像素分割算法目标边缘分割不精确等问题, 提出一种基于改进AlexNet
和简单线性迭代聚类的超像素分割方法. 采用可微分聚类算法模块, 以取代SLIC 算法中的硬像素 …

An intelligent convolution based graph cut segmentation for potato leaf disease severity prediction

A Rapaka - Multimedia Tools and Applications, 2024 - Springer
Nowadays, all survival applications are digitalized by smart facilities. Hence, potato leaves
disease prediction is considered for this study. Several imaging models and intelligent …

Pedestrian segmentation from complex background based on predefined pose fields and probabilistic relaxation

C Amisse, ME Jijón-Palma… - Boletim de Ciências …, 2021 - SciELO Brasil
The wide use of cameras enables the availability of a large amount of image frames that can
be used for people counting or to monitor crowds or single individuals for security purposes …

A novel improved SLIC superpixel segmentation algorithm

Z Chen, Z Zhong, X Pan, X Xi - 2022 IEEE 4th International …, 2022 - ieeexplore.ieee.org
Superpixel is a local compact homogeneous region formed by adjacent pixels with similar
characteristics. Compared with pixel features, replacing original pixels with superpixels can …