By Aurélio Campilho, Fakhri Karray
This ebook constitutes the completely refereed complaints of the thirteenth foreign convention on snapshot research and popularity, ICIAR 2016, held in Póvoa de Varzim, Portugal, in July 2016.
The seventy nine revised complete papers and 10 brief papers awarded have been rigorously reviewed and chosen from 167 submissions. The papers are geared up within the following topical sections: Advances in info Analytics and development popularity with functions, photo Enhancement and recovery, picture caliber review, picture Segmentation, trend research and popularity, function Extraction, Detection and popularity, Matching, movement and monitoring, 3D computing device imaginative and prescient, RGB-D digital camera purposes, visible notion in Robotics, Biometrics, Biomedical Imaging, mind Imaging, Cardiovascular snapshot research, picture research in Ophthalmology, rfile research, purposes, and Obituaries.
Read or Download Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings PDF
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Extra resources for Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings
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With model compression (4) the computational demands of the feature extraction could be signiﬁcantly reduced with just a minor loss in accuracy. 6M images; model compression can be successfully applied also to compress state-of-the-art face veriﬁcation algorithms . Our results together with these two papers strengthen our hypothesis that ﬁne-tuning combined with model compression makes it possible to achieve accuracy competitive to state-of-the-art in face veriﬁcation using an eﬃcient, compact model and less data.