A 58.6mW 30fps Real-Time Programmable Multi-Object Detection Accelerator with Deformable Parts Models on Full HD 1920×1080 Videos

This paper presents a programmable, energy-efficient, and real-time object detection hardware accelerator for low power and high throughput applications using deformable parts models, with 2x higher detection accuracy than traditional rigid body models. Three methods are used to address the high com...

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Bibliographic Details
Main Authors: Sze, Vivienne (Contributor), Suleiman, Amr AbdulZahir (Contributor), Zhang, Zhengdong (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2017-04-11T13:12:28Z.
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