Towards Efficient Multi-Modal Emotion Recognition
نویسندگان
چکیده
منابع مشابه
Towards Efficient Multi-Modal Emotion Recognition
The paper presents a multi‐modal emotion recognition system exploiting audio and video (i.e., facial expression) information. The system first processes both sources of information individually to produce corresponding matching scores and then combines the computed matching scores to obtain a classification decision. For the video part of the system, a novel ...
متن کاملMulti-modal Emotion Recognition – More "cognitive" Machines
Based on several results related to studies on emotions, we suggest that the process of emotionrecognition is assisted by some internal structure of the cognitive images of emotions, which are at different levels of knowledge representation. We concede that the main proposed in psychology models are in correspondence with these levels and in this sense complementary. We summarize the state-of-t...
متن کاملTowards Multi-modal Emotion Display in Embodied Agents
In this paper we explain why, given our background in research and development on interacting agents in virtual environments, we are joining emotion research. For that reason we first survey the research that is going on in our main virtual environment, the so-called Virtual Theatre. This theatre is a rather realistic virtual version of an existing theatre in our hometown. The theatre has been ...
متن کاملMulti-Modal Emotion Recognition from Speech and Text
This paper presents an approach to emotion recognition from speech signals and textual content. In the analysis of speech signals, thirty-three acoustic features are extracted from the speech input. After Principle Component Analysis (PCA) is performed, 14 principle components are selected for discriminative representation. In this representation, each principle component is the combination of ...
متن کاملSemi-supervised Bayesian Deep Multi-modal Emotion Recognition
In emotion recognition, it is difficult to recognize human’s emotional states using just a single modality. Besides, the annotation of physiological emotional data is particularly expensive. These two aspects make the building of effective emotion recognition model challenging. In this paper, we first build a multi-view deep generative model to simulate the generative process of multi-modality ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Robotic Systems
سال: 2013
ISSN: 1729-8814,1729-8814
DOI: 10.5772/54002