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 / [electronic resource] :
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.
- 1st ed. 2019.
- IX, 87 p. 38 illus., 30 illus. in color. online resource.
- Image Processing, Computer Vision, Pattern Recognition, and Graphics, 11264 3004-9954 ; .
- Image Processing, Computer Vision, Pattern Recognition, and Graphics, 11264 .
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.
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.
9783030121778
10.1007/978-3-030-12177-8 doi
Image processing--Digital techniques.
Computer vision.
Artificial intelligence.
Computer networks .
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Computer Communication Networks.
TA1501-1820 TA1634
006
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.
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.
9783030121778
10.1007/978-3-030-12177-8 doi
Image processing--Digital techniques.
Computer vision.
Artificial intelligence.
Computer networks .
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Computer Communication Networks.
TA1501-1820 TA1634
006