Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Automatic object detection is a rapidly evolving area in surveillance and autonomous vehicles. Deformable part model (DPM) is a ll-known object detector for its high precision and speed bottleneck.  proposes a very fast object detection pipeline based on complementary techniques to accelerate DPM. A recent fast feature pyramid technique is employed with look-up table HOG features, Fast Fourier Transform and early classification technique to speed up DPM and maintain its accuracy.  exploit SIMD optimization and multiple cores to achieve a real time detector. Our results shows that  achieve a speed-up of 50x and 6x on a single core over DPM and cascade DPM respectively. Our optimized version processes a 640×480 pixel image at 38 fps.
['Alaa Ali', 'Magdy A. Bayoumi']
I am writing a research paper on a idea Towards real-time DPM object detector for driver assistance
[{"from": "human", "value": "I am writing a research paper on a idea Towards real-time DPM object detector for driver assistance"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Automatic object detection is a rapidly evolving area in surveillance and autonomous vehicles. Deformable part model (DPM) is a ll-known object detector for its high precision and speed bottleneck.  proposes a very fast object detection pipeline based on complementary techniques to accelerate DPM. A recent fast feature pyramid technique is employed with look-up table HOG features, Fast Fourier Transform and early classification technique to speed up DPM and maintain its accuracy.  exploit SIMD optimization and multiple cores to achieve a real time detector. Our results shows that  achieve a speed-up of 50x and 6x on a single core over DPM and cascade DPM respectively. Our optimized version processes a 640\u00d7480 pixel image at 38 fps."}]