Object Detection with Discriminatively Trained Part-Based Models

Wedescribeanobjectdetectionsystembasedonmixturesofmultiscaledeformablepartmodels.Oursystemisabletorepresenthighlyvariableobjectclassesandachievesstate-of-the-artresultsinthePASCALobjectdetectionchallenges.Whiledeformablepartmodelshavebecomequitepopular,theirvaluehadnotbeendemonstratedo