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Wrap Up

Wrap Up. We talked about . Filters Edges Corners Interest Points Descriptors Image Stitching Stereo SFM. We talked about . Reconstruction Flow Face Detection Face Recognition Pedestrian Detection Part-Based Recognition …. What else ? .

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Wrap Up

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  1. Wrap Up

  2. We talked about • Filters • Edges • Corners • Interest Points • Descriptors • Image Stitching • Stereo • SFM

  3. We talked about • Reconstruction • Flow • Face Detection • Face Recognition • Pedestrian Detection • Part-Based Recognition • …

  4. What else ? • Several other interesting stuff that we wanted to talk about them

  5. Image Segmentation Sky Tree Car Person

  6. Scene Parsing

  7. Context

  8. Context-aware visual discovery ? ? ? sky sky sky house house truck house fence • Context in supervised recognition: • [Torralba 2003], [Hoiem et al. 2006], [He et al. 2004], [Shotton et al. 2006], [Heitz & Koller 2008], [Rabinovich et al. 2007], [Galleguillos et al. 2008], [Tu 2008], [Parikh et al. 2008], [Gould et al. 2009], [Malisiewicz & Efros 2009], [Lazebnik 2009] drive-way grass ? drive-way grass ? drive-way ? grass

  9. Attributes Wheel Vehicle Animal Head Leg Four-legged Mammal Can run Can Jump Is Herbivorous Facing right Moves on road Facing right

  10. 3D Recognition

  11. RGB-D

  12. Pose Estimation

  13. Tracking

  14. Action Recognition

  15. Action Recognition

  16. Egocentric Vision

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