Robust Object Recognition under Partial Occlusions Using NMF
In recent years, nonnegative matrix factorization (NMF) methods of a reduced image data representation attracted the attention of computer vision community. These methods are considered as a convenient part-based representation of image data for recognition tasks with occluded objects. A novel modif...
Main Authors: | Daniel Soukup, Ivan Bajla |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2008-01-01
|
Series: | Computational Intelligence and Neuroscience |
Online Access: | http://dx.doi.org/10.1155/2008/857453 |
Similar Items
-
Robust facial expression recognition in the presence of rotation and partial occlusion
by: Mushfieldt, Diego
Published: (2014) -
Coding Methods for the NMF Approach to Speech Recognition and Vocabulary Acquisition
by: Meng Sun, et al.
Published: (2012-12-01) -
Another Robust NMF: Rethinking the Hyperbolic Tangent Function and Locality Constraint
by: Xingyu Shen, et al.
Published: (2019-01-01) -
An Approach to Dynamic Gesture Recognition under Partial Occlusion in Motion
by: Hung, Wei-Yuan, et al.
Published: (1996) -
Beyond core object recognition: Recurrent processes account for object recognition under occlusion.
by: Karim Rajaei, et al.
Published: (2019-05-01)