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Emotion Recognition From Video Sequence

Emotion Recognition From Video Sequence. Saransh Srivastava Atique Firoz Guide : Dr. Amitabha Mukerjee. Ergonomics. Intelligent Environment. Usefullness HCI. Paralinguistic Communication. Lie Detector. CLM - Tracking.

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Emotion Recognition From Video Sequence

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  1. Emotion Recognition From VideoSequence Saransh Srivastava AtiqueFiroz Guide : Dr. Amitabha Mukerjee

  2. Ergonomics Intelligent Environment Usefullness HCI Paralinguistic Communication Lie Detector

  3. CLM - Tracking Ref – Face alignment through Subspace constraint Mean-shifts , Jason M. Saragih , et al.

  4. kmeans Clustering & face Extraction PN from all images Normalization PNn m clusters Compute kmeans Viola Jones detection

  5. Ref – Representing shape with a spatial pyramid kernel . Anna Bosch, et al.

  6. PHOG Descriptors Canny Edge on Cropped Images Spatial Grid – Each Level Mask – Edge Orientation Join Gradients at each grid at each pyramid level SVM Pyramid L=3, N=8, Orientation [0-360]

  7. METHODOLGY *ref : dhall_asthana_goecke_gedeon_FERA2011_finalCR

  8. Data Set • SSPNET GEMEP FERA Dataset. • Multiple facial Expression in a video clip • Training Data – 7 actors (155 images) • Test Data – 3+3 actors (134 images) • Person specific & Independent. • Emotions – Anger, fear, joy, relief & sadness.

  9. Intermediate Result For – l=0 , 8 bins Vila Jones Detection For – L = 0 , 40 bins

  10. Thank You !Questions ??

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