Searching for "Discriminative Random Fields." – sorted by Relevance.

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27 documents found, showing 1 through 10. Next 10 →

Discriminative random fields: A discriminative framework for contextual interaction
by Sanjiv Kumar, Martial Hebert — 2003 — In ICCV
…Discriminative Random Fields: A Discriminative Framework for Contextual Interaction…
Cited by 92 (4 self) – Add To MetaCart

Learning to model spatial dependency: Semi-supervised discriminative random fields
by Chi-hoon Lee, Feng Jiao, Shaojun Wang, Dale Schuurmans, Russell Greiner — 2006 — Advances in Neural Information Processing Systems (NIPS) 19
…Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields Chi-Hoon Lee…
Cited by 3 (0 self) – Add To MetaCart

Detection of Man-made Structures in Natural Images
by Tim Rees — 2004
…), and discriminative Random Field (DRF) were used for the detection of man-made structures in natural images…
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Discriminative fields for modeling spatial dependencies in natural images
by Sanjiv Kumar, Martial Hebert — 2003 — In NIPS
…,hebert}@(email omitted); Abstract In this paper we present Discriminative Random Fields (DRF), a discriminative framework…
Cited by 59 (2 self) – Add To MetaCart

Segmenting brain tumor with conditional random fields and support vector machines
by Chi-hoon Lee, Mark Schmidt, Albert Murtha, Aalo Bistritz, Jöerg S, Russell Greiner — 2005 — in Proceedings of Workshop on Computer Vision for Biomedical Image Applications at International Conference on Computer Vision
… such as segmentation. Discriminative Random Fields (DRFs), a discriminative alternative to the traditionally generative…
Cited by 2 (0 self) – Add To MetaCart

Support vector random fields for spatial classification
by Chi-hoon Lee, Russell Greiner, Mark Schmidt — 2005 — In Proc. of PKDD 2005
… imbalance than Discriminative Random Fields (DRFs), and are more accurate near edges. Our results…
Cited by 6 (4 self) – Add To MetaCart

Discriminative fields for modeling semantic concepts in video
by Ming-yu Chen, Er Hauptmann — 2007 — In Eighth Conference on Large-Scale Semantic Access to Content
… present a discriminative learning framework called Multi-concept Discriminative Random Field (MDRF…
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Multiclass discriminative fields for parts-based object detection
by Sanjiv Kumar, Martial Hebert — 2004 — In Snowbird Learning Workshop
… extensions of the binary Discriminative Random Fields (DRFs) [1] to address this challenge. The proposed…
Cited by 8 (1 self) – Add To MetaCart

Image modelling using tree structured conditional random fields
by Pranjal Awasthi — 2007 — Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007
…. Recently, with the introduction of Conditional Random Fields (CRFs), the use of discriminative models…
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Efficient spatial classification using decoupled conditional random fields
by Chi-hoon Lee, Russell Greiner, Osmar Zaïane — 2006 — In 10th European Conference on Principles and Practice of Knowledge Discovery in Databases
… for such tasks, including generative models like Markov Random Field (MRF) [13, 9], as well as discriminative…
Cited by 1 (1 self) – Add To MetaCart

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