图 书 馆
破译的脸Deciphering the Face |
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| 课程网址: | http://videolectures.net/gesturerecognition2011_martinez_decipher... |
| 主讲教师: | Martinez Aleix M |
| 开课单位: | 俄亥俄州立大学 |
| 开课时间: | 2011-08-24 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Much progress has been made to understand human cognition. Yet, little is know about face perception. Facial expressions of emotions is a clear example of this limitation. It has been established how the underlying muscles move in response to felt emotions, but little is known on how these constructs are interpreted by the visual system and how to build robust computer vision systems that emulate human perception. In this talk, we will review the recent literature on this subject and proposes a model for the perception of facial expressions of emotion. We will show that different emotions have diverse uses in human behavior/cognition, suggesting that different mechanisms are in play when recognizing distinct emotions. This is in contradiction to the continuous models in cognitive science and the multidimensional approaches typically defined in computer vision. We propose an alternative categorical approach to the perception of facial expressions and show that configural and shape features are most important for the recognition of emotional constructs such as sadness, anger, surprise and joy. We will emphasize the implications of these results on the construction of computer vision systems for the automatic analysis and recognition of facial expressions and its importance in human-computer interaction systems. We will also discuss the implications of these findings in computational models of other face perception tasks, e.g., identity, gender and grammar. **//Disclaimer:// There may be mistakes or omissions in the interpretation as the interpreters are not experts in the field of interest and performed a simultaneous translation without comprehensive preparation.** |
| 关 键 词: | 视觉系统; 人机交互系统; 计算模型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-08：lxf |
| 阅读次数: | 56 |