sturkmen72 / C4 Real Time Pedestrian Detection
Real-Time Human Detection Using Contour Cues
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C4-Real-time-pedestrian-detection
Real-Time Human Detection Using Contour Cues
based on Jianxin Wu's work
https://sites.google.com/site/wujx2001/home/c4
Real-Time Human Detection Using Contour Cues [pdf] Jianxin Wu, Christopher Geyer, and James M. Rehg In: Proc. The 2011 IEEE Int'l Conference on Robotics and Automation (ICRA 2011), Shanghai, China, May 2011, pp. 860-867.
Additions on original code
-
SVM model file converted from text to binary by this change loading time is seriously reduced.
-
Test interface improved.
usage information:
usage:
TestC4Detector <video_file>
(note: files combined.txt.model and combined.txt.model_ must be at the same directory with executable)
keys:
space : toggle using simple post-process (NMS, non-maximal suppression)
0 : waits to process next frame until a key pressed
1 : doesn't wait to process next frame
2 : resize frames 1/2
3 : don't resize frames
4 : resize frames 1/4
Sample output
Development objectives
- Increased performance by using for loop in parallel.
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