Research Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014
Automatic VOE Techniques using CRF and Visual Saliency Method
Dr. Swathi. K, Sivabalan.T, Vijayanathan.R
Object extraction from active videos is by and large an unexplored area in computer vision and pattern recognition. We have designed several analysis algorithms for video object detection and segmentation in the general framework of multimedia content analysis. The algorithms are developed in two directions, i.e., fully automatic algorithms and semi-automatic algorithms. In this project we can propose a new method of video object detection to automatically extract the objects from acquired videos. The existing video object detection techniques operate under homogenous object motions. In contrast, our proposed video object extraction approach effectively detects the object under motion sequences and robust a Hidden Markov Model (HMM), Support Vector Machine (SVM) and Gaussian Mixture Model is applied to automatically determine the label of each pixel based on the observed models. Then we deal with multiple object instances and this system does not require the previous knowledge of the object.
Keywords: Object Detection, Object segmentation, object classification
Edition: Volume 3 Issue 12, December 2014
Pages: 1984 - 1987
How to Cite this Article?
Dr. Swathi. K, Sivabalan.T, Vijayanathan.R, "Automatic VOE Techniques using CRF and Visual Saliency Method", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141286, Volume 3 Issue 12, December 2014, 1984 - 1987
106 PDF Views | 89 PDF Downloads
Similar Articles with Keyword 'Object Detection'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 2623 - 2629Object Detection and Pose Tracking In Augmented Reality
Vipul P.Chauhan, Dr. Manish M. Kayasth
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1449 - 1452Anomalous Events Detection in Frequent Sequence Video via Object Segmentation Using Motion Pixel Compensation and Gradient
S. Tamilselvan, B. Monika
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 2613 - 2617Improved Intelligence Surveillance System for Object Detection, Classification of Human Behaviour using GMM and Open CV
Rajkumar Bhimrao Pawar, Praveen R. Barapatre
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016
Pages: 1130 - 1133Segmentation of Moving Object in Video Using Background Registration and GMEC
Shilpa Shegaonkar, Shubhangi Vaikhole
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 2333 - 2338Identifying Semantic Category of Distorted Images along with Text Recognition
Anu E, Anu K S
Similar Articles with Keyword 'Object segmentation'
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015
Pages: 1624 - 1627Video Segmentation Using Global Motion Estimation and Compensation
Pallavi R. Wagh, Shubhangi Vaikole
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1449 - 1452Anomalous Events Detection in Frequent Sequence Video via Object Segmentation Using Motion Pixel Compensation and Gradient
S. Tamilselvan, B. Monika
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 2613 - 2617Improved Intelligence Surveillance System for Object Detection, Classification of Human Behaviour using GMM and Open CV
Rajkumar Bhimrao Pawar, Praveen R. Barapatre
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016
Pages: 1130 - 1133Segmentation of Moving Object in Video Using Background Registration and GMEC
Shilpa Shegaonkar, Shubhangi Vaikhole
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 2404 - 2407License Plate Identification in Complex Background Videos
Aparna M
Similar Articles with Keyword 'object classification'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1984 - 1987Automatic VOE Techniques using CRF and Visual Saliency Method
Dr. Swathi. K, Sivabalan.T, Vijayanathan.R
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015
Pages: 1458 - 1461A Survey on Various Techniques of Semantic Object Extraction in Videos
Shilpi Arora, Aparna A. Junnarkar