Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Springer International Publishing (Verlag)
978-3-319-59258-9 (ISBN)
The 13 revised papers presented focus on pattern recognition, machine learning and information fusion methods with applications in social signal processing, including multimodal emotion recognition, user identification, and recognition of human activities.
Active Shape Model Vs. Deep Learning for Facial Emotion Recognition in Security.- Bimodal Recognition of Cognitive Load Based on Speech and Physiological Changes.- Human Mobility-Pattern Discovery and Next-Place Prediction from GPS data.- Fusion Architectures for Multimodal Cognitive Load Recognition.- Face Recognition in Home Security System Using Tensor Decomposition Based on Radix Hierarchical SVD.- Performance analysis of gesture recognition classifiers for building a human robot interface.- On Automatic Question Answering Using Efficient Primal-dual Models.- Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition.- Audio Visual Speech Recognition Using Deep Recurrent Neural Networks.- Audio-Visual Recognition of Pain Intensity.- The Sense Emotion Database: A Multimodal Database for the Development and Systematic Validation of an Automatic Pain- and Emotion-Recognition System.- Photometric Stereo for 3D face reconstruction using non linear illumination models.- Recursively Measured Action Units.
| Erscheinungsdatum | 05.07.2017 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | VIII, 161 p. 61 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 273 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | activity recognition • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • classification • Computer Science • computer vision • conference proceedings • Data Mining • data mining and knowledge discovery • Expert systems / knowledge-based systems • face recognition • gesture recognition • Human-Computer Interaction (HCI) • Image Processing • Informatics • machine learning • neural neworks • pattern recognition • Research • Robotics • Semantics • Signal Processing • speech regognition • user interface design & usability • User interface design & usability • User Interfaces • user interfaces and human computer interaction |
| ISBN-10 | 3-319-59258-0 / 3319592580 |
| ISBN-13 | 978-3-319-59258-9 / 9783319592589 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
