Silviu-Tudor SERBAN

Useful Links: INRIA member personal webpage Silviu SERBAN. Tagged as stserban on the STARS website.

Author's posts

Feb 02

People Detection SUP Plugin

 

Plugin name: supProcessFilterPatchObjectDetection

 

Previous contributors: Étienne CORVÉE (1), Vasanth BATHRINARAYANAN
Current contributor: Silviu-Tudor SERBAN

 

Interest: Our purpose is to be able to optimally detect people, faces and other body parts in video sequences.

Method: For feature selection we use a variant of LBP Features designed by (1). Adaboost is used for training the data and a cascade-model for detection.

Challenges: In most of the sequences we work with, generic S.o.t.A. detectors would fail due to the following variables:

– distortion due to the Lens and/or Point Of View of the camera

– poor resolution, low FPS

– light changes

– occlusions

As an example, in some of the video sequences people appear tilted as they get further from the centre of the scene and are missed by the regular detector.

 

** If you are using this Plugin please let me know if you have any problems, suggestions or feature requests.