Results 21 to 30 of about 3,740 (194)
Automatic Smoke Detection Based on SLIC-DBSCAN Enhanced Convolutional Neural Network
IEEE Access, 2021 Video flame and smoke-based fire detection usually exhibit large variations in the feature of color, texture, shapes, etc., caused by the complex environment.
Dali Sheng, Jinlian Deng, Jiawei Xiang
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Habitat Radiomics Predict HPV Status in Oropharyngeal Cancer. [PDF]
Cancer MedABSTRACT Objective This study developed a habitat‐based radiomics classifier from CT images to predict HPV status in oropharyngeal cancer (OPC). Methods We analyzed pretreatment CT scans from 192 OPC patients. Tumor habitats were generated using a two‐level unsupervised clustering approach, and radiomics features were calculated from both intratumoral ...
Altinok O +4 more
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GrabCut Algorithm Based on SLIC for Pose Search Space Reduction [PDF]
Jisuanji gongcheng, 2016 In order to solve the problem of extremely large size of pose search space due to body parts’ high degree of freedom during pose estimation,a pose search space reducing algorithm of GrabCut based on Simple Linear Iterative Clustering (SLIC) superpixel ...
ZHU Jueyu,YUAN Zihua,LI Feng,ZHOU Shuren
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Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters
International Journal of Applied Earth Observations and Geoinformation, 2022 Converting an image to a set of superpixels is a useful preprocessing step in many computer vision applications; it reduces the dimensionality of the data and removes noise. The most popular superpixels algorithm is the Simple Linear Iterative Clustering
Jakub Nowosad, Tomasz F. Stepinski
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Image Segmentation of Brain MRI Based on LTriDP and Superpixels of Improved SLIC
Brain Sciences, 2020 Non-uniform gray distribution and blurred edges often result in bias during the superpixel segmentation of medical images of magnetic resonance imaging (MRI).
Yu Wang, Qi Qi, Xuanjing Shen
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Electronics, 2021 Stereo matching is a challenging problem, especially for computer vision, e.g., three-dimensional television (3DTV) or 3D visualization. The disparity maps from the video streams must be estimated.
Hui-Yu Huang, Zhe-Hao Liu
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Color Image Segmentation Algorithm Combining SLIC with Improved Affinity Propagation Clustering [PDF]
Jisuanji gongcheng, 2018 When Adjacent Propagation(AP) clustering algorithm is used to segment color images,the similarity matrix has the problems of large scale,long clustering time,and high space complexity.Therefore,a new color image segmentation algorithm is proposed.A ...
CHENG Xianguo,WANG Mingjun
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Sensors, 2018 In view of terrain classification of the autonomous multi-legged walking robots, two synthetic classification methods for terrain classification, Simple Linear Iterative Clustering based Support Vector Machine (SLIC-SVM) and Simple Linear Iterative ...
Yaguang Zhu +4 more
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A novel histopathological feature of spatial tumor-stroma distribution predicts lung squamous cell carcinoma prognosis. [PDF]
Cancer SciWe propose a cutting‐edge framework for assessing cancer tissues, with a special emphasis on the spatial interaction between cancer cells and the stromal environment. This framework provides a novel perspective in gauging malignancy and forecasting patient prognosis in squamous cell carcinoma, traditionally evaluated mainly through pathological staging.
Taki T +9 more
europepmc +2 more sources
Superpixel cosegmentation algorithm for synthetic aperture radar image change detection
The Journal of Engineering, 2019 Image segmentation has gained increasing popularity and has been widely applied in various image processing tasks recently. A simple linear iterative clustering (SLIC) superpixel generating algorithm for optical images based on k-means clustering ...
Ningyuan Shao +5 more
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