Done this week Image emotion classifier

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Presentation transcript:

Done this week Image emotion classifier Movie clips: sequence of images Computed emotion distribution for each image, average

Image emotion classifier Movie clip description: Someone grins proudly and mouths the lyrics. Sentibank classifier result: Joy

Image emotion classifier Movie clip description: Someone rides his small moped. Sentibank classifier result: Surprise

Done this week Text emotion classifier Increase vocabulary by adding ANPs NRC Lexicon anger antic. disgust fear joy sadness surprise trust “frighten” -1 1 Sentibank ANPs anger antic. disgust fear joy sadness surprise trust -0.41 -1 0.12 1.00 -0.32 “Scary bug”

Future Work Image classifier Text classifier “No emotion” class Text classifier Extract features for all words in sentence Add sentiment classifier (positive/negative) Research ways to convert descriptive sentence to expressive sentence