The week's pick
Reseach Article
Color Detection and Tracking from Live Stream – An Extensive Survey
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 168 - Number 3 |
| Year of Publication: 2017 |
| Authors: Sagar Pandey, Subhabrata Sengupta |
10.5120/ijca2017914347
|
Sagar Pandey, Subhabrata Sengupta . Color Detection and Tracking from Live Stream – An Extensive Survey. International Journal of Computer Applications. 168, 3 ( Jun 2017), 18-22. DOI=10.5120/ijca2017914347
Abstract
Segmentation refers to a technique of picking out a particular part of any object. If we talk about image segmentation it is basically a method of picking out a particular area of that image. As we know a video is nothing but a sequence of frames in an orderly manner, hence video segmentation could also be achieved in this manner. Video segmentation is in great demand now a day with the advancement of AI. Few important applications of video segmentation could be a face, colour detection system, an object tracking system etc. Detection and tracking of any moving object is a very important part of video surveillance and hence a lot of emphasis is done on it. Lots of researches had been taking place in the domain of object detection and tracking from live stream and various algorithms were suggested to obtain the most effective results. In this survey, we would cover all important researches and works done on object detection and tracking especially the color as an object part and will also discuss the benefits of doing this. In short we will make out how video segmentation is going to open the gate for a great and smart future ahead.
References
- Kalisa Wilson, Real- Time Tracking for Multiple Objects Based on Implementation of RGB Color Space in Video, International Journal of Signal Processing, Image Processing and Pattern Recognition Vol.9, No.4, (2016), pp.331-338
- Ssu-Wei Chen, Luke K. Wang, Jen-Hong Lan, Moving Object tracking Based on Background Subtraction Combined Temporal Difference, International Conference on Emerging Trends in Computer and Image Processing (ICETCIP'2011) Bangkok Dec., 2011
- Vandana S. Bhata* and Jagadeesh D. Pujaria, Face detection system using HSV color model and morphing operations, International Journal of Current Engineering and Technology
- Ravikant Gupta, Satyaprakash Pandey Yogesh Tayal, Pramod Kumar Pandey, D.V.B Singh, Human Face Detection By YCbCrHs Technique, International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS)
- Prasad Kalane, Target Tracking Using Kalman Filter, International Journal of Science & Technology,Vol. 2 Issue 2, April 2012d
- Isaac Cohen G´erard Medioni, Detecting and Tracking Moving Objects for Video Surveillance, IEEE Proc. Computer Vision and Pattern Recognition Jun. 23-25, 1999. Fort Collins CO
- Andres Alarcon Ramirez and Mohamed Chouikha, A New Algorithm for Tracking Objects in Videos of Cluttered Scenes, International Journal of Information Technology, Modeling and Computing (IJITMC) Vol.1, No.2, May 2013
- Chris Harris & Mike Stephens, A COMBINED CORNER AND EDGE DETECTOR, Plessey Research Roke Manor, United Kingdom © The Plessey Company pic. 1988
- Katja Nummiaro, Esther Koller-Meier, Tom´ aˇ s Svoboda, Daniel Roth, and Luc Van Gool,Color-Based Object Tracking in Multi-Camera Environments, In Proceedings of the DAGM’03, Springer LNCS 2781, pp. 591-599, Sep 2003
- Marcus Thaler, Werner Bailer, Real-time Person Detection and Tracking in Panoramic Video, JOANNEUM RESEARCH, DIGITAL – Institute for Information and Communication Technologies Steyrergasse 17, 8010 Graz, Austria
- Wen-cheng Wang, A Face Detection Method Used for Color Images, International Journal of Signal Processing, Image Processing and Pattern Recognition Vol. 8, No. 2 (2015), pp. 257-266
- Hani K. Al-Mohair, Junita Mohamad-Saleh and Shahrel Azmin Suandi, Human skin color detection :A review on neural network perspective, International Journal of Innovative Computing, Information of Control Volume 8, Number 12,December 2012.
- Monika Deswal, Neetu Sharma, A Fast HSV Image Color and Texture Detection and Image Conversion Algorithm, International Journal of Science and Research (IJSR)
- [14 Douglas Chai, Face Segmentation Using Skin-Color Map in Videophone Applications, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, VOL. 9, NO. 4, JUNE 1999
- S. Chitra, Comparative Study for Two Color Spaces HSCbCr and YCbCr in Skin Color Detection, Applied Mathematical Sciences, Vol. 6, 2012, no. 85, 4229 - 4238
- Intaek Kim, Malik Muhammad Khan, Tayyab Wahab Awan, and Youngsung Soh,Multi-Target Tracking Using Color Information, International Journal of Computer and Communication Engineering, Vol. 3, No. 1, January 2014
- Akriti Kaushik1, Aastha Sharama, RGB COLOR SENSING TECHNIQUE, International Journal of Advance Research in Science and Engineering
- Hasan Fleyeh, Road and Traffic Sign Color Detect ion and Segment at ion A Fuzzy App roach, MVA2005 IAPR Conference on Machine Vision Applications, May 16-18, 2005 Tsukuba Science City, Japan
Index Terms
Keywords