Automatic Video Based Surveillance System for Abnormal Behavior Detection
₹1500-12500 INR
Cancelled
Posted almost 9 years ago
₹1500-12500 INR
Paid on delivery
Automatic Video Based Surveillance System for Abnormal Behavior Detection
Description
-The system would perform dual functionality:
1. Detect abandoned objects (COMPLETED)
2. Track abnormal human behaviours
- The video cameras attached to the system are assumed to be fixed. Each camera would be monitoring a specified area for abandoned objects as well as behaviour of the human beings
- Ideally both these functionalities needs to be performed simultaneously
- Tracking abnormal human behaviour would just involve tracking the time period(T) taken by the person to move from one end of the monitored area to the other. This time period 'T' would be compared against a threshold time period 'Th', where 'Th' is the maximum time required (as a worst-case scenario) to move from one end of the monitored area to the other. One exceptional condition to be considered here is that, the person may turn back and return. This can be taken care of, by maintaining an adequately large value for 'Th'. Secondly if the person is found to be performing any of the abnormal activities listed below, the system must detect it:
1. Jumping
2. Bending down
3. Lying/kneeling down
Hi,
My Background: Manager, Designs. Image Processing Expert.
I've implemented many image processing algorithms. I've done video processing in motion detection of humans (run/walk/jump etc.) and i've done vehicle and human identification and tracking too. I've done many more tracking algorithms like Sign language word detection using Hidden Markov Model by tracking the hand movement. I've also done other algorithms like recognition (face/iris/palm-print/thumb etc.), image forgery detection and image forensics. Please look at my profile for my complete work and my portfolio for a few sample images.
I believe i have the right expertise to help you with your project since i've worked with motion detection and tracking before. Feel free to ask any questions you have.
Thanks for your time and consideration.
Best Regards,
Venkat
Dear Sir,
We are team of experts who have combined experience of 10 years in the field of signal processing, image processing and tools like MATLAB, Python. We would like to take up this project and do it for you within the stipulated time
Regards,
HD Services