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 / edited by Xiang Bai, Yi Fang, Yangqing Jia, Meina Kan, Shiguang Shan, Chunhua Shen, Jingdong Wang, Gui-Song Xia, Shuicheng Yan, Zhaoxiang Zhang, Kamal Nasrollahi, Gang Hua, Thomas B. Moeslund, Qiang Ji.

Format:

Book

Contributor:

Bai, Xiang, Editor.

Fang, Yi, Editor.

Jia, Yangqing., Editor.

Kan, Meina., Editor.

Shan, Shiguang, Editor.

Shen, Chunhua., Editor.

Wang, Jingdong, Editor.

Xia, Gui-Song., Editor.

Yan, Shuicheng, Editor.

Zhang, Zhaoxiang, Editor.

Nasrollahi, Kamal, Editor.

Hua, Gang., Editor.

Moeslund, Thomas B., Editor.

Ji, Qiang, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 11264

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 11264

Language:

English

Subjects (All):

Image processing-Digital techniques.

Computer vision.

Artificial intelligence.

Computer networks.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Communication Networks.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Artificial Intelligence.

Computer Communication Networks.

Physical Description:

1 online resource (IX, 87 pages) : 38 illustrations, 30 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

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.

Contents:

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.

Other Format:

Printed edition:

ISBN:

978-3-030-12177-8

9783030121778

Access Restriction:

Restricted for use by site license.