Fuzzy sets based improvement of a stereo matching algorithm with balanced correlation window and occlusion detection
| العنوان: | Fuzzy sets based improvement of a stereo matching algorithm with balanced correlation window and occlusion detection |
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| المؤلفون: | Haythem Ghazouani, Zapata, R., Tagina, M. |
| المساهمون: | Ghazouani, Haythem, Wold Academy of Science, Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (LIRMM), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), Robotique mobile pour l'exploration de l'environnement (EXPLORE), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), Laboratoire de recherche en Génie Logiciel, Applications distribuées, Systèmes décisionnels et Imagerie intelligente [Manouba] (RIADI), École Nationale des Sciences de l'Informatique [Manouba] (ENSI), Université de la Manouba [Tunisie] (UMA)-Université de la Manouba [Tunisie] (UMA) |
| المصدر: | Scopus-Elsevier IPCV'2010: International Conference on Image Processing, Computer Vision, and Pattern Recognition IPCV'2010: International Conference on Image Processing, Computer Vision, and Pattern Recognition, Jul 2010, Las Vegas, Nevada, United States. pp.701-707 |
| مصطلحات موضوعية: | [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing, occlusion detection, [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, fuzzy matching possibilities, [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing, balanced window, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], Stereo matching, [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing |
| الوصف: | This paper presents an ameliorated version of the Zitnick and Kanade stereo algorithm. The novelties in our algorithm are the use of a balanced correlation window, the use of a new factor in the calculation of initial matching values which expresses the possibility of matching between two pixels and a new iterative function for the refinement of the initial matching values. Experimental results are evaluated on synthetic and real images and a comparison of our results to those of many state-of-the-art methods, using the ground truth data supplied by the University of Tsukuba, is presented. |
| وصف الملف: | application/pdf |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6746726de324814a64215c2ceaf0cb65 http://www.scopus.com/inward/record.url?eid=2-s2.0-84864942575&partnerID=MN8TOARS |
| Rights: | OPEN |
| رقم الانضمام: | edsair.dedup.wf.001..6746726de324814a64215c2ceaf0cb65 |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |