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EMMCVPR
2011
Springer
14 years 12 days ago
Optimization of Robust Loss Functions for Weakly-Labeled Image Taxonomies: An ImageNet Case Study
The recently proposed ImageNet dataset consists of several million images, each annotated with a single object category. However, these annotations may be imperfect, in the sense t...
Julian John McAuley, Arnau Ramisa, Tibério ...
82
Voted
ICPR
2010
IEEE
15 years 6 months ago
Shift-Map Image Registration
Shift-map image processing is a new framework based on energy minimization over a large space of labels. The optimization utilizes α-expansion moves and iterative refinement ove...
Linus Svärm, Petter Strandmark
CAIP
2007
Springer
170views Image Analysis» more  CAIP 2007»
15 years 4 months ago
Image Segmentation Using Topological Persistence
Abstract. This paper presents a new hybrid split-and-merge image segmentation method based on computational geometry and topology using persistent homology. The algorithm uses edge...
David Letscher, Jason Fritts
97
Voted
ISVC
2007
Springer
15 years 6 months ago
Rotation-Invariant Texture Recognition
Abstract. This paper proposes a new texture classification system, which is distinguished by: (1) a new rotation-invariant image descriptor based on Steerable Pyramid Decompositio...
Javier A. Montoya-Zegarra, João P. Papa, Ne...
113
Voted
CBMS
2002
IEEE
15 years 5 months ago
How to Add Content-based Image Retrieval Capability in a PACS
This paper presents a new Picture Archiving and Communication System (PACS), called cbPACS which has content-based image retrieval resources. The cbPACS answers similarity queries...
Josiane M. Bueno, Fabio Jun Takada Chino, Agma J. ...