2006 · 528 citations · 4 references
ComputingComputer ScienceAffective NeuroscienceComputer VisionDatabasesAffective ComputingEmotion RecognitionEmotional ExpressionMultimodal CorporaMultimodal InteractionSpeech RecognitionAudio-visual Speech RecognitionEmotion Dataset ConstructionEmotion Recognition EvaluationEmotion Recognition From SpeechMultimodal Affective ComputingMultimodal Emotion RecognitionMultimodal Emotional ExpressionReference Database Benchmarking
The database may also support multimodal person identification and audio‑visual speech recognition. The paper introduces an audio‑visual emotion database and discusses the challenges and protocols involved in its construction. The database was built using an experimental setup that segments and selects video sequences to include only desired affective content. The database is publicly available for scientific research.
This paper presents an audio-visual emotion database that can be used as a reference database for testing and evaluating video, audio or joint audio-visual emotion recognition algorithms. Additional uses may include the evaluation of algorithms performing other multimodal signal processing tasks, such as multimodal person identification or audio-visual speech recognition. This paper presents the difficulties involved in the construction of such a multimodal emotion database and the different protocols that have been used to cope with these difficulties. It describes the experimental setup used for the experiments and includes a section related to the segmentation and selection of the video samples, in such a way that the database contains only video sequences carrying the desired affective information. This database is made publicly available for scientific research purposes.
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Aleix M. Martı́nez · CTIT technical reports series · 1998 · 2.8K citations
Comprehensive database for facial expression analysis
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