GitHub - kevinlin311tw/ObjLeft_demo: Abandoned Object Detection (demo code)

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
DPM_person.xml		DPM_person.xml
ObjLeft.exe		ObjLeft.exe
ObjLeft.pdb		ObjLeft.pdb
ObjLeft.suo		ObjLeft.suo
README.txt		README.txt
license.txt		license.txt
msado15.dll		msado15.dll
msvcp100.dll		msvcp100.dll
msvcr100.dll		msvcr100.dll
opencv_calib3d245.dll		opencv_calib3d245.dll
opencv_contrib245.dll		opencv_contrib245.dll
opencv_core245.dll		opencv_core245.dll
opencv_features2d245.dll		opencv_features2d245.dll
opencv_ffmpeg245.dll		opencv_ffmpeg245.dll
opencv_flann245.dll		opencv_flann245.dll
opencv_gpu245.dll		opencv_gpu245.dll
opencv_highgui245.dll		opencv_highgui245.dll
opencv_imgproc245.dll		opencv_imgproc245.dll
opencv_legacy245.dll		opencv_legacy245.dll
opencv_ml245.dll		opencv_ml245.dll
opencv_nonfree245.dll		opencv_nonfree245.dll
opencv_objdetect245.dll		opencv_objdetect245.dll
opencv_photo245.dll		opencv_photo245.dll
opencv_stitching245.dll		opencv_stitching245.dll
opencv_superres245.dll		opencv_superres245.dll
opencv_ts245.dll		opencv_ts245.dll
opencv_video245.dll		opencv_video245.dll
opencv_videostab245.dll		opencv_videostab245.dll
parameter.txt		parameter.txt
pets2006_7.avi		pets2006_7.avi

Repository files navigation

This is the demo source code of the proposed algorithm presented in:
"Abandoned Object Detection via Temporal Consistency Modeling and Back-Tracing Verification for Visual Surveillance," in IEEE Transaction on Information Forensic and Security (TIFS) 2015.
,and "Left-Luggage Detection from Finite-State-Machine Analysis in Static-Camera Videos," in International Conference on Pattern Recognition (ICPR) 2014.
Kevin Lin, Shen-Chi Chen, Chu-Song Chen, Daw-Tung Lin, Yi-Ping Hung


Usage:
0. Run "ObjLeft.exe"
1. Select the input source (video filename/camera).
2. Double-chlick and set the Region-of-Interest. 
3. Double-press any key to start detection.


Note:
0. This code has been tested on Windows 7.
1. The human detector is NOT YET integrated with the tracking algorithm.
2. The C++ source codes will be available soon!
3. The parameter can be adjusted in "parameter.txt", we will provide a more friendly gui in future.

License:
Copyright (c) 2015, Kevin Lin <kevinlin311.tw@gmail.com>. This is a free software; for license information
please refer to license.txt file.