Results 221 to 230 of about 24,548 (256)

Semantic rich ICM algorithm for VHR satellite images segmentation

2015 14th IAPR International Conference on Machine Vision Applications (MVA), 2015
In this article we show some applications of a MRF-based segmentation algorithm applied to real data extracted from a very high resolution image. This algorithm has specific features that enable the extraction of semantic information on the clusters in the form of affinity and geographic position properties.
Sublime, Jérémie, Troya-Galvis, Andrès, Bennani, Younès, Cornuéjols, Antoine, Gancarski, Pierre   +4 more
openaire   +1 more source

Research on image matching algorithm improvement using semantic segmentation

Journal of Computational Methods in Sciences and Engineering, 2020
Image matching plays an important role in Augmented Reality, Simultaneous Localization and Map ping (SLAM), and unmanned. The key issue of image matching is the accuracy of feature matching between adjacent images. Due to the complicated environment, matching between images through geometry feature runs into bottlenecks.
Yongbin Chen, Hanwu He, Guitang Wang, Heen Chen, Teng Zhu   +4 more
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A Comparative Study of Recent Real Time Semantic Segmentation Algorithms for Visual Semantic SLAM

2020 IEEE International Conference on Big Data and Smart Computing (BigComp), 2020
Visual Simultaneous Localization and Mapping (vSLAM) has gained much attention for localization and mapping of autonomous vehicle and many impressive and robust vSLAM systems have been developed and achieved considerable performance in recent years.
Zeeshan Javed, Gon-Woo Kim
openaire   +1 more source

MC-SSM: Nonparametric Semantic Image Segmentation With the ICM Algorithm

IEEE Transactions on Multimedia, 2019
In the last few years, there has been considerable interest in scene parsing. This task consists of assigning a predefined class label to each pixel (or pre-segmented region) in an image. To best address the complexity challenge of this task, first, we propose a new geometric retrieval strategy to select nearest neighbors from a database containing ...
Lazhar Khelifi, Max Mignotte
openaire   +1 more source

Improved DeepLabV3+ image Semantic Segmentation Algorithm

2022 IEEE 5th International Conference on Information Systems and Computer Aided Education (ICISCAE), 2022
Yuzhe Song, Guanghai Zheng, Xin Zhang
openaire   +1 more source

The effect of color constancy algorithms on semantic segmentation of skin lesions

Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019
With the ever growing occurrences of skin cancer and limited healthcare settings, a reliable computer assisted diagnostic system is needed to assist the dermatologists for lesion diagnosis. Skin lesion segmentation on dermo- scopic images can be an efficient tool to determine the differences between benign and malignant skin lesions.
Jiahua Ng, Manu Goyal, Brett Hewitt, Moi Hoon Yap   +3 more
openaire   +1 more source

Improving the semantic segmentation algorithm of DeepLabv3+

2023 IEEE 6th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC), 2023
Xiangdong Jia, Tingting Shen, Yufei He
openaire   +1 more source

Image semantic segmentation algorithm combined with attention mechanism

Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence, 2022
Sijia Ye, Yan Wei
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An Improved Unsupervised Semantic Segmentation Algorithm Based on CycleGAN

2023 IEEE 6th International Conference on Knowledge Innovation and Invention (ICKII), 2023
Yifan Wu, Hui Xu
openaire   +1 more source

A Fused FCN and Superpixel Algorithm for Image Semantic Segmentation

Proceedings of the 2023 5th Asia Pacific Information Technology Conference, 2023
Mengru Zhou, Hongbin Yu, Yongpeng Feng
openaire   +1 more source