Journals

L. Gu, A. Robles-Kelly and J. Zhou, Efficient Estimation of Reflectance Parameters from Imaging Spectroscopy. In IEEE Transactions on Image Processing, In Press, 2013.
2013 IEEE
S. Rahman and A. Robles-Kelly, An Optimisation Approach to the Recovery of Reflection Parameters from a Single Hyperspectral Image. In Computer Vision and Image Understanding, In Press, 2013.
2013 Elsevier
C. P. Huynh, A. Robles-Kelly and E. R. Hancock, Shape and Refractive Index from Single-View Spectro-Polarimetric Images. In International Journal of Computer Vision, Vol. 101(1),: 64-94, 2013.
2012 Elsevier
S. Prakash and A. Robles-Kelly, Geometric Graph Comparison from an Alignment Viewpoint. In Pattern Recognition, Vol. 45(10), 3780-3794, 2012.
2012 Elsevier
Z. Fu, A. Robles-Kelly and J. Zhou, MILIS: Multiple Instance Learning with Instance Selection. In IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 33(5), 958-977, 2011.
2011 IEEE
H. Zhao, A. Robles-Kelly, J. Zhou, J. Lu and J. Y. Yang, Graph Attribute Embedding via Riemannian Submersion Learning. In Computer Vision and Image Understanding In Press, 2011.
2011 Elsevier
J. Zhou, Z. Fu and A. Robles-Kelly, A Structured Learning Approach to Image Descriptor Combination. In IET Computer Vision, Vol. 5(2), 134-142, 2011.
2011 IEEE
Y. Qian, S. Jia, J. Zhou and A. Robles-Kelly, Hyperspectral Unmixing Via L1/2 Sparsity-constrained Nonnegative Matrix Factorization. In IEEE Transactions on Geoscience and Remote Sensing, In Press, 2011.
2011 IEEE
Z. Fu and A. Robles-Kelly, Discriminant Absorption Feature Learning for Material Classification. In IEEE Transactions on Geoscience and Remote Sensing, Vol 49(5), 1536 - 1556 , 2011.
2011 IEEE
C. P. Huynh and A. Robles-Kelly, A Solution of the Dichromatic Model for Multispectral Photometric Invariance. In International Journal of Computer Vision, Vol. 40(1), 1-27, 2010.
2010 Springer
Z. Fu, A. Robles-Kelly and J. Zhou, Mixing Linear SVMs for Nonlinear Classification. In IEEE Transactions on Neural Networks. Vol 21(12), 1963-1975, 2010.
2010 IEEE
S. Prakash and A. Robles-Kelly, A semi-supervised approach to space carving. In Pattern Recognition, Vol. 43, 506-618, 2010.
2010 Elsevier
Z. Fu and A. Robles-Kelly, A quadratic programming approach to image labelling. In IET Computer Vision, Vol. 2(4), 193-207, 2008.
2008 IEEE
Z. Fu, A. Robles-Kelly, T. Caelli and R. Tan, On Automatic Absorption Detection for Imaging Spectroscopy: A Comparative Study. In IEEE Transactions on Geoscience and Remote Sensing, Vol. 45(11-2), 3827-3844, 2007.
2007 IEEE
S. Prakash, P. Y. Lee and A. Robles-Kelly, Stereo Techniques for 3D mapping of Object Surface Temperatures. In Quantitative InfraRed Thermography, Vol. 4(1), 63-84, 2007.
A. Robles-Kelly and E. R. Hancock, Shape-from-shading using the Heat Equation. In IEEE Transactions on Image Processing, Vol. 16(1), 7-21, 2007.
2007 IEEE
A Torsello, A. Robles-Kelly and E. R. Hancock, Discovering Shape Classes using Tree Edit-distance and Pairwise Clustering. In International Journal of Computer Vision. Vol. 72 (3), 259-285, 2007.
A. Robles-Kelly and E. R. Hancock, A Riemannina Approach to Graph Embedding. In Pattern Recognition. Vol. 40 (3), 1042-1056, 2007.
2007 Pattern Recognition Society
A. Robles-Kelly and E. R. Hancock, Graph Edit Distance from Spectral Seriation. In IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 27(3), pages 365-378, 2005.
2005 IEEE
A. Robles-Kelly and E. R. Hancock, Estimating the Surface Radiance Function from Single Images. In Graphical Models. Vol. 67(6), pages 518-548, 2005.
2005 Elsevier
A. Robles-Kelly and E. R. Hancock, A Graph-spectral Method for Surface Height Recovery. In Pattern Recognition. Vol. 38(8), pages 1167-1186, 2005.
2005 Pattern Recognition Society
A. Robles-Kelly and E. R. Hancock, A Graph-Spectral Approach to Shape-from-shading. In IEEE Transactions on Image Processing, Vol. 13(7), pages 912-926, 2004.
    2004 IEEE
A. Robles-Kelly and E. R. Hancock, String Edit Distance, Random Walks and Graph Matching. In Int. Journal of Pattern Recognition and Artificial Intelligence, Vol. 18(3), pages 315-327, 2004.
2004 World Scientific
A. Robles-Kelly and E. R. Hancock, A Probabilistic Spectral Framework for Grouping and Segmentation. In Pattern Recognition, Vol. 37(7), pages 1387-1405, 2004.
2003 Pattern Recognition Society
A. Robles-Kelly and E. R. Hancock, An Expectation-Maximisation Framework for Segmentation and Grouping. In Image and Vision Computing, Vol.20, pages 725-738. 2002.
2002 Elsevier Science B.V.
E. Ribeiro, A. Robles-Kelly and E. R. Hancock,Detecting multiple Texture Planes Using Local Spectral Distortion. In Image and Vision Computing, Vol.20, pages 739-750. 2002.
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