Video Analytics. Face and Facial Expression Recognition and Audience Measurement
Springer International Publishing (Verlag)
978-3-319-56686-3 (ISBN)
The 11 papers presented in this volume were carefully reviewed and selected from 13 submissions. They deal with: re-identification; consumer behavior analysis; utilizing pupillary response for task difficulty measurement; logo detection; saliency prediction; classification of facial expressions; face recognition; face verification; age estimation; super resolution; pose estimation; and pain recognition.
Person Re-Identification Dataset with RGB-D Camera in a Top-View Configuration.- Pervasive System for Consumer Behaviour Analysis in Retail Environments.- Estimation of task difficulty and habituation effect while visual manipulation using pupillary response.- Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement.- Saliency Prediction for Visual Regions of Interest with Applications in Advertising.- Person Invariant Classification of Subtle Facial Expressions using Coded Movement Direction of Keypoints.- A Two-directional Two-Dimensional PCA Correlation Filter in the Phase Only Spectrum for Face Recognition in Video.- End to End Deep Learning for Single Step Real-time Facial Expression Recognition.- Comparative Study of Human Age Estimation Based on Hand-crafted and Deep Face Features.- Pose-Selective Max Pooling for Measuring Similarity.- Complementing SRCNN by Transformed Self-Exemplars. -Human Head Pose Estimation on SASE database using Random Hough Regression Forests.- Spatio-Temporal Pain Recognition in CNN-based Super-Resolved Facial Images.
| Erscheinungsdatum | 06.04.2017 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | X, 163 p. 86 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 279 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Age Estimation • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • Computer Imaging, Vision, Pattern Recognition and • Computer networking and communications • Computer Science • Computer Security • computer vision • conference proceedings • Data Mining • Deep learning • Expert systems / knowledge-based systems • face recognition • Facial Expression Recognition • Human Computer Interaction • Image Processing • Informatics • Information Systems and Communication Service • machine learning systems • Network Security • Neural networks • pain recognition • pose estimation • re-identification • Research • Robotics • Special purpose and application-based systems • Super-resolution • systems and data security • User Interfaces |
| ISBN-10 | 3-319-56686-5 / 3319566865 |
| ISBN-13 | 978-3-319-56686-3 / 9783319566863 |
| Zustand | Neuware |
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