Title :
A Boosting, Sparsity- Constrained Bilinear Model for Object Recognition
Author :
Zhang, Chunjie ; Liu, Jing ; Tian, Qi ; Han, Yanjun ; Lu, Hanqing ; Ma, Songde
Author_Institution :
Nat. Lab. of Pattern Recognition, China
Abstract :
Using higher-level visual elements to represent images, the authors have developed a sparsity-constrained bilinear model (SBLM) and have combined a set of SBLMs in a boosting-like procedure to enhance performance.
Keywords :
image representation; object recognition; SBLM; boosting-like procedure; higher-level visual elements; image representation; object recognition; sparsity-constrained bilinear model; Adaptation model; Computer vision; Image processing; Image representation; Information retrieval; Object recognition; Robustness; Video communication; Visualization; computer vision; image processing; image/video retrieval; multimedia; object recognition;
Journal_Title :
MultiMedia, IEEE
DOI :
10.1109/MMUL.2011.20
