IMPLEMENTATION OF A PATH DETECTION  ALGORITHM FOR MOVING IMAGES ON THE CNN  UNIVERSAL MACHINE

Emel ARSLAN; Zeynep ORMAN; Sabri ARIK

Makale detayları

IMPLEMENTATION OF A PATH DETECTION ALGORITHM FOR MOVING IMAGES ON THE CNN UNIVERSAL MACHINE

Yazarlar:

Emel ARSLAN | Zeynep ORMAN | Sabri ARIK

Yayıncı:

İstanbul University-Cerrahpasa

Dergi:

IU-Journal of Electrical & Electronics Engineering 2010 Vol.10 Issue 2, pp.1235-1241

Belge Tipi:

Makale

Yayın Tarihi:

1/2012

Belge Dili:

İngilizce

Document ID (Org No.):

2000778362

Sıklık:

İki Yıllık

eISSN:

2619-9831

Özet:

 

CNN Universal Machines that contain two different processors working interactively with each other, have an important impact for image processing applications with their advanced computing features. These processors are named as ACE16k processor which is the hardware implementation of cellular neural networks and Digital Signal Processor (DSP). Bio-inspired (Bi-i) Cellular Vision System is also a CNN Universal Machine and its standalone architecture is built on CNN-type (ACE16k) and DSP-type microprocessors. In this study, certain objects in moving images are detected and their features are extracted. By using these features, an algorithm that finds out the path of moving objects is implemented on the Bi-i Cellular Vision System. Finally, the output images obtained as a result of this implementation are evaluated. Keywords: CNN Universal Machine, Bi-i Cellular Vision System, ACE16k, Digital Signal Processor, Target Tracking.

Makale detayları

IMPLEMENTATION OF A PATH DETECTION ALGORITHM FOR MOVING IMAGES ON THE CNN UNIVERSAL MACHINE

Yazarlar: Emel ARSLAN | Zeynep ORMAN | Sabri ARIK

Yayıncı: İstanbul University-Cerrahpasa

Dergi: IU-Journal of Electrical & Electronics Engineering 2010 Vol.10 Issue 2, pp.1235-1241

Belge Tipi: Makale

Yayın Tarihi: 1/2012

Belge Dili: İngilizce

Document ID (Org No.): 2000778362

Sıklık: İki Yıllık

eISSN: 2619-9831

Sayı

Yazarlar:

Emel ARSLAN | Zeynep ORMAN | Sabri ARIK

Yayıncı:

İstanbul University-Cerrahpasa

Dergi:

IU-Journal of Electrical & Electronics Engineering 2010 Vol.10 Issue 2, pp.1235-1241

Belge Tipi:

Makale

Yayın Tarihi:

1/2012

Belge Dili:

İngilizce

Document ID (Org No.):

2000778362

Sıklık:

İki Yıllık

eISSN:

2619-9831