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bai xiang (curatore); zhang zhaoxiang (curatore); nasrollahi kamal (curatore); hua gang (curatore); moeslund thomas b. (curatore); ji qiang (curatore); fang yi (curatore); jia yangqing (curatore); kan meina (curatore); shan shiguang (curatore) - video analytics. face and facial expression recognition

Video Analytics. Face and Facial Expression Recognition Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 01/2019
Edizione: 1st ed. 2019





Trama

This book constitutes the proceedings of the Third Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2018, and the Second International Workshop on Deep Learning for Pattern Recognition, DLPR 2018, held at the 24th International Conference on Pattern Recognition, ICPR 2018, in Beijing, China, in August 2018.

The 7 papers presented in this volume were carefully reviewed and selected from 9 submissions. They deal with topics such as histopathological images, action recognition, scene text detection, speech recognition, object classification, presentation attack detection, and driver drowsiness detection.





Sommario

Convolutional Neural Network-Based Classification of Histopathological Images Affected by Data Imbalance.- Three-Stream Convolution Networks after Background Subtraction for Action Recognition.- Scene Text Detection with A SSD and Encoder-Decoder Network Based Method.- Effective SVD-based Deep Network Compression for Automatic Speech Recognition.- Evaluation of Group Convolution in Lightweight Deep Networks for Object Classification.- Image-based Driver Drowsiness Detection.- Continuous Presentation Attack Detection in Face Biometrics based on Heart Rate.










Altre Informazioni

ISBN:

9783030121761

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm Ø 454 gr
Formato: Brossura
Illustration Notes:IX, 87 p. 38 illus., 30 illus. in color.
Pagine Arabe: 87
Pagine Romane: ix


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