Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Kernel Codebooks for Scene Categorization
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part III
Image classification using super-vector coding of local image descriptors
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
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Image representation plays an essential role in image categorization and retrieval applications. Images span on visual and spatial space. Encoding both visual and spatial information for effective and efficient image matching remains a fundamental problem in computer vision. The objective of my research is to construct a robust image representation for efficient recognition and retrieval.