Paul Sturgess

Computer Science · Physical Sciences

12h-index1.9kcitations15works0.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(11), Advanced Neural Network Applications(4), Image Retrieval and Classification Techniques(4), Advanced Vision and Imaging(3), Multimodal Machine Learning Applications(3)

Publications15 total

Going beyond semantic image segmentation, towards holistic scene understanding, with associative hierarchical random fields
Oxford Brookes University·2016Open Access
Semantic octree: Unifying recognition, reconstruction and representation via an octree constrained higher order MRF
2015· 52 cited
ImageSpirit
ACM Transactions on Graphics·2014· 62 citedOpen Access
Dense Semantic Image Segmentation with Objects and Attributes
2014· 69 cited
ImageSpirit: Verbal Guided Image Parsing
Radar (Oxford Brookes University)·2013· 32 citedOpen Access
Approximate structured output learning for Constrained Local Models with application to real-time facial feature detection and tracking on low-power devices
2013· 28 cited
Automatic dense visual semantic mapping from street-level imagery
2012· 93 cited
Efficient discriminative learning of parametric nearest neighbor classifiers
2012· 11 citedOpen Access
Scene Text Recognition using Higher Order Language Priors
2012· 867 citedOpen Access
Improved Initialization and Gaussian Mixture Pairwise Terms for Dense Random Fields with Mean-field Inference
2012· 10 cited
Scalable Cascade Inference for Semantic Image Segmentation
2012· 13 cited
Joint Optimization for Object Class Segmentation and Dense Stereo Reconstruction
International Journal of Computer Vision·2011· 137 citedOpen Access
What, Where and How Many? Combining Object Detectors and CRFs
Lecture notes in computer science·2010· 320 citedOpen Access
Joint Optimisation for Object Class Segmentation and Dense Stereo Reconstruction
2010· 63 citedOpen Access
Combining Appearance and Structure from Motion Features for Road Scene Understanding
2009· 185 cited

Frequent Co-authors

Ľubor Ladický(7), Philip H. S. Torr(6), Philip H. S. Torr(5), Sunando Sengupta(5), Shuai Zheng(4), Vibhav Vineet(4), Nigel Crook(4), Karteek Alahari(3), Chris Russell(3), Ming‐Ming Cheng(3), Jonathan Warrell(3), Yalın Baştanlar(2), William F. Clocksin(2), Wen-Yan Lin(2), Niloy J. Mitra(2), Carsten Rother(1), Philip Torr(1), Ziming Zhang(1)