Application specific architecture for hardware accelerating HOG-SVM to achieve high throughput on HD frames

Computer Vision is an emerging field with diverse applications which encompasses many algorithms with heavy computations. Histogram of Oriented Gradients-Support Vector Machine (HOG-SVM) is one such versatile algorithm used for object detection and image classification despite it's heavy comput...

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Bibliographic Details
Main Author: Ranawaka, Piyumal (author)
Other Authors: Ekpanyapong, Mongkol (author), Tavares, Adriano (author), Cabral, Jorge (author), Athikulwongse, Krit (author), Silva, Vítor Alberto Teixeira (author)
Format: conferencePaper
Language:eng
Published: 2019
Subjects:
Deep pipelining
Hardware acceleration of HOG-SVM
High performanace application specific architectures
Science & Technology
Online Access:http://hdl.handle.net/1822/71344
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/71344

Internet

http://hdl.handle.net/1822/71344

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