CVPR 2013 Haroon Idrees , Imran Saleemi , Cody Seibert, Mubarak Shah

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CVPR 2013 Haroon Idrees, Imran Saleemi, Cody Seibert, Mubarak Shah Multi-Source Multi- Scale Counting in Extremely Dense Crowd Images

description

Multi-Source Multi-Scale Counting in Extremely Dense Crowd Images. CVPR 2013 Haroon Idrees , Imran Saleemi , Cody Seibert, Mubarak Shah. Head Detections. Multi-scale MRF. GT Count=634, Proposed=640. Fourier Analysis. GT Count=2322, Proposed=2203. Interest-points. Image Counts. - PowerPoint PPT Presentation

Transcript of CVPR 2013 Haroon Idrees , Imran Saleemi , Cody Seibert, Mubarak Shah

Page 1: CVPR 2013 Haroon Idrees , Imran  Saleemi ,  Cody Seibert, Mubarak Shah

CVPR 2013Haroon Idrees, Imran Saleemi,

Cody Seibert, Mubarak Shah

Multi-Source Multi-Scale Counting in Extremely Dense

Crowd Images

Page 2: CVPR 2013 Haroon Idrees , Imran  Saleemi ,  Cody Seibert, Mubarak Shah

GT Count=634, Proposed=640

GT Count=2322, Proposed=2203

GT Count=2319, Proposed=2496

Hea

d

Det

ecti

ons

Fou

rier

A

nal

ysis

Inte

rest

-poi

nts

Image Counts

Multi-scale MRF