Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XL-5/W6, 79-81, 2015
https://doi.org/10.5194/isprsarchives-XL-5-W6-79-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
 
18 May 2015
CLASSIFICATION OF FEATURES OF IMAGE SEQUENCES
E. V. Pugin and A. L. Zhiznyakov Murom Institute (branch) Vladimir State University, Information Technologies Department, 602264 Orlovskaya str. 23, Murom, Russia
Keywords: image sequences, feature extraction, feature classification, semantic features, feature clarification Abstract. Processing of image sequences is a very actual trend now. This is confirmed with a vast amount of researches in that area. The possibility of an image sequence processing and pattern recognition became available because of increased computer capabilities and better photo and video cameras. The feature extraction is one of the main steps during image processing and pattern recognition. This paper presents a novel classification of features of image sequences. The proposed classification has three groups: 1) features of a single image, 2) features of an image sequence, 3) semantic features of an observed scene. The first group includes features extracted from a single image. The second group consists of features of any kinds of image sequences. The third group contains semantic features. Reverse feature clarification method is the iterative method when on each iteration we use higher level features to extract lower level features more precisely. The proposed classification of features of image sequences solves a problem of decomposition of the source feature space into several groups. Reverse feature clarification method allows to increase the quality of image processing during iterative process.
Conference paper (PDF, 644 KB)


Citation: Pugin, E. V. and Zhiznyakov, A. L.: CLASSIFICATION OF FEATURES OF IMAGE SEQUENCES, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XL-5/W6, 79-81, https://doi.org/10.5194/isprsarchives-XL-5-W6-79-2015, 2015.

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