Control Charts Approach for Scenario Recognition in Video Sequences

Ersin ELBASI; Long ZUO; Kishan MEHROTRA

Makale detayları

Control Charts Approach for Scenario Recognition in Video Sequences

Yazarlar:

Ersin ELBASI | Long ZUO | Kishan MEHROTRA

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 3, pp.303-310

Belge Tipi:

Makale

Yayın Tarihi:

2/2005

Belge Dili:

Türkçe

Document ID (Org No.):

2000744199

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

A new approach, based on control charts, is presented for  the task of recognition of events and scenarios in video image  sequences.  For each image in the sequence, low level image processing  and feature extraction steps result in feature descriptors for objects  of interest detected in the images.  Control charts analysis is then  explored to classify the nature of the activity depicted by the  temporal changes in these features over the image sequence.  Scenario  recognition with higher accuracy is achieved using this simple  approach.

 

A new approach, based on control charts, is presented for  the task of recognition of events and scenarios in video image  sequences.  For each image in the sequence, low level image processing  and feature extraction steps result in feature descriptors for objects  of interest detected in the images.  Control charts analysis is then  explored to classify the nature of the activity depicted by the  temporal changes in these features over the image sequence.  Scenario  recognition with higher accuracy is achieved using this simple  approach.

Makale detayları

Control Charts Approach for Scenario Recognition in Video Sequences

Yazarlar: Ersin ELBASI | Long ZUO | Kishan MEHROTRA

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 3, pp.303-310

Belge Tipi: Makale

Yayın Tarihi: 2/2005

Belge Dili: Türkçe

Document ID (Org No.): 2000744199

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Ersin ELBASI | Long ZUO | Kishan MEHROTRA

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2005 Vol.13 Issue 3, pp.303-310

Belge Tipi:

Makale

Yayın Tarihi:

2/2005

Belge Dili:

Türkçe

Document ID (Org No.):

2000744199

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632