A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps
This paper presents a programmable, energy-efficient and real-time object detection accelerator using deformable parts models (DPM), with 2× higher accuracy than traditional rigid body models. With 8 deformable parts detection, three methods are used to address the high computational complexity: cla...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Institute of Electrical and Electronics Engineers (IEEE)
2017
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| Online Access: | http://hdl.handle.net/1721.1/108495 https://orcid.org/0000-0002-0376-4220 https://orcid.org/0000-0002-0619-8199 https://orcid.org/0000-0003-4841-3990 |