Detecting Regions of Dynamic Texture

作者: Tomer Amiaz , Sándor Fazekas , Dmitry Chetverikov , Nahum Kiryati

DOI: 10.1007/978-3-540-72823-8_73

关键词: Motion estimationLevel setObject (computer science)Optical flowImage textureMathematicsImage (mathematics)Computer visionArtificial intelligenceBrightnessSegmentation

摘要: Motion estimation is usually based on the brightness constancy assumption. This assumption holds well for rigid objects with a Lambertian surface, but it less appropriate fluid and gaseous materials. For these materials variant of this assumption, which we call conservation should be employed. Under an object's can diffuse to its neighborhood. We propose method detecting regions dynamic texture in image sequences. Segmentation into static achieved by using level set scheme. The function separates images areas obeying those obey conservation. Experimental results challenging sequences demonstrate success segmentation scheme validate model.

参考文章(49)
Peng Wu, Yong Man Ro, Chee Sun Won, Yanglim Choi, Texture Descriptors in MPEG-7 computer analysis of images and patterns. ,vol. 2124, pp. 21- 28 ,(2001) , 10.1007/3-540-44692-3_4
Richard P. Wildes, James R. Bergen, Qualitative Spatiotemporal Analysis Using an Oriented Energy Representation Lecture Notes in Computer Science. pp. 768- 784 ,(2000) , 10.1007/3-540-45053-X_49
Gianfranco Doretto, Eagle Jones, Stefano Soatto, Spatially homogeneous dynamic textures european conference on computer vision. ,vol. 3022, pp. 591- 602 ,(2004) , 10.1007/978-3-540-24671-8_47
P. Bouthemy, R. Fablet, Motion characterization from temporal cooccurrences of local motion-based measures for video indexing international conference on pattern recognition. ,vol. 1, pp. 905- 908 ,(1998) , 10.1109/ICPR.1998.711298
Renaud Péteri, Dmitry Chetverikov, Dynamic Texture Recognition Using Normal Flow and Texture Regularity Pattern Recognition and Image Analysis. pp. 223- 230 ,(2005) , 10.1007/11492542_28
A. Dervieux, F. Thomasset, A finite element method for the simulation of a Rayleigh-Taylor instability Lecture Notes in Mathematics. pp. 145- 158 ,(1980) , 10.1007/BFB0086904
Dmitry Chetverikov, Renaud Péteri, A Brief Survey of Dynamic Texture Description and Recognition computer recognition systems. pp. 17- 26 ,(2005) , 10.1007/3-540-32390-2_2