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2012, SpringerBriefs in computer science, ISBN 1461435870
Web Resource
Journal Article
Journal Article
2018 25th IEEE International Conference on Image Processing (ICIP), ISSN 1522-4880, 10/2018, pp. 1043 - 1047
In this paper, we analyse the process of designing a Content-Based 3D shape Retrieval (CB3DR) adapted for non-experts. Our CB3DR solution aims at scanning an... 
Support vector machines | Solid modeling | Three-dimensional displays | Shape | Databases | Machine learning | 3D point cloud | object retrieval | Task analysis | Object retrieval
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2016, Volume 9693, pp. 14 - 26
Conference Proceeding
International Journal of Software Engineering and Knowledge Engineering, ISSN 0218-1940, 12/2016, Volume 26, Issue 9-10, pp. 1379 - 1397
Clustering is the process of partitioning a dataset into groups based on the similarity between the instances. Many clustering algorithms were proposed, but... 
clustering | consensus clustering | ensemble clustering | frequent closed itemsets | Unsupervised learning | COMPUTER SCIENCE, SOFTWARE ENGINEERING | ACCUMULATION | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
2012, 1. Aufl., SpringerBriefs in computer science, ISBN 1461435870, 112
The research in content-based indexing and retrieval of visual information such as images and video has become one of the most populated directions in the vast... 
Content-based image retrieval | Image processing | Digital techniques | Multimedia | Computer Science
eBook
04/2019
To solve a machine learning problem, one typically needs to perform data preprocessing, modeling, and hyperparameter tuning, which is known as model selection... 
Journal Article
2014 IEEE International Conference on Image Processing (ICIP), ISSN 1522-4880, 10/2014, pp. 6066 - 6070
This article deals with statistical region-based active contour segmentation using the alpha-divergence family as similarity measure between the density... 
Decision support systems | PSNR | Alpha-Divergence | Optimized production technology | Image Segmentation | Active Contour
Conference Proceeding
2015 IEEE International Conference on Image Processing (ICIP), ISSN 1522-4880, 09/2015, Volume 2015-, pp. 3150 - 3154
With the maturity of machine learning methods to provide satisfying Content-Based Image Retrieval systems (CBIR), research focus has recently turned back... 
gaze features | implicit feedback | Visualization | Presses | Protocols | visual preference | Image retrieval | Eye-tracking | experimentation | Detectors | Feature extraction | Data mining | Retrieval | Databases | Image processing | Classification | Design analysis | Visual | Image classification
Conference Proceeding
Computing in Cardiology, ISSN 2325-8861, 2017, Volume 44, pp. 1 - 4
Conference Proceeding
02/2018
We propose a new active learning strategy designed for deep neural networks. The goal is to minimize the number of data annotation queried from an oracle... 
Journal Article
Medical image analysis, ISSN 1361-8415, 02/2015, Volume 20, Issue 1, p. 237
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic figures in hematoxylin and eosin stained histology sections,... 
Journal Article
Eurasip Journal on Applied Signal Processing, ISSN 1110-8657, 06/2002, Volume 2002, Issue 6, pp. 555 - 560
This paper deals with video segmentation for MPEG-4 and MPEG-7 applications. Region-based active contour is a powerful technique for segmentation. However most... 
Parametric active contour | Video segmentation | Interpolation | Region-based active contour | B-spline | region-based active contour | interpolation | parametric active contour | video segmentation | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), ISSN 1051-4651, 11/2012, pp. 2849 - 2852
The amount of images contained in repositories or available on Internet has exploded over the last years. In order to retrieve efficiently one or several... 
Support vector machines | Training | Vectors | Image retrieval | Sociology | Genetic algorithms
Conference Proceeding
11/2015
While the current trend is to increase the depth of neural networks to increase their performance, the size of their training database has to grow accordingly.... 
Journal Article
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