If you made any changes in Pure these will be visible here soon.

Research Output

2020

Monotonic Gaussian Process Flow

Ustyuzhaninov, I., Kazlauskaite, I., Ek, C. H. & Campbell, N., 3 Jun 2020.

Research output: Contribution to conferencePaper

The GAN that Warped: Semantic Attribute Editing with Unpaired Data

Dorta, G., Vicente, S., Campbell, N. & Simpson, I., 2020, (Accepted/In press).

Research output: Contribution to conferencePaper

Open Access
File
5 Downloads (Pure)
2019

Compositional Uncertainty in Deep Gaussian Processes

Ustyuzhaninov, I., Kazlauskaite, I., Kaiser, M., Bodin, E., Campbell, N. & Ek, C. H., 13 Dec 2019.

Research output: Contribution to conferencePaper

File
3 Downloads (Pure)

DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures

Lawrence, A., Ek, C. H. & Campbell, N., 9 Jun 2019, Proceedings of the 36th International Conference on Machine Learning. Chaudhuri, K. & Salakhutdinov, R. (eds.). Long Beach, California, USA: PMLR, Vol. 97. p. 3682-3691 10 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
53 Downloads (Pure)

Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions

Toso, M., Campbell, N. & Russell, C., 11 Sep 2019, (Accepted/In press).

Research output: Contribution to conferencePaper

File
4 Downloads (Pure)

Gaussian Process Latent Variable Alignment Learning

Kazlauskaite, I., Ek, C. H. & Campbell, N., 16 Apr 2019.

Research output: Contribution to conferencePaper

MegaParallax: Casual 360° Panoramas with Motion Parallax

Bertel, T., Campbell, N. & Richardt, C., 31 May 2019, In : IEEE Transactions on Visualization and Computer Graphics. 25, 5, p. 1828-1835 8 p., 8651483.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
12 Downloads (Pure)

Open source software DASOS: Efficient accumulation, analysis, and visualisation of full-waveform lidar

Miltiadou, M., Grant, M. G., Campbell, N. D. F., Warren, M., Clewley, D. & Hadjimitsis, D. G., 27 Jun 2019, Seventh International Conference on Remote Sensing and Geoinformation of the Environment, RSCy 2019. Themistocleous, K., Papadavid, G., Michaelides, S., Ambrosia, V. & Hadjimitsis, D. G. (eds.). SPIE, 111741M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11174).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Detection of dead standing Eucalyptus camaldulensis without tree delineation for managing biodiversity in native Australian forest

Miltiadou, M., Campbell, N. D. F., Gonzalez Aracil, S., Brown, T. & Grant, M. G., 1 May 2018, In : ITC Journal. 67, p. 135-147

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

DiverseNet: When One Right Answer is not Enough

Firman, M., Campbell, N., Agapito, L. & Brostow, G. J., 20 Mar 2018, (Accepted/In press).

Research output: Contribution to conferencePaper

Gaussian Process Deep Belief Networks: A Smooth Generative Model of Shape with Uncertainty Propagation

Di Martino, A., Bodin, E., Ek, C. H. & Campbell, N., 2018.

Research output: Contribution to conferencePaper

Open Access

MegaParallax: 360° Panoramas with Motion Parallax

Bertel, T., Campbell, N. & Richardt, C., 13 Dec 2018. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
19 Downloads (Pure)

Sequence Alignment with Dirichlet Process Mixtures

Kazlauskaite, I., Ustyuzhaninov, I., Ek, C. H. & Campbell, N., 12 Nov 2018, (Accepted/In press) p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
21 Downloads (Pure)

Structured Uncertainty Prediction Networks

Dorta, G., Vicente, S., Agapito, L., Campbell, N. & Simpson, I., 20 Mar 2018, (Accepted/In press). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
67 Downloads (Pure)
2017

Laplacian Pyramid of Conditional Variational Autoencoders

Dorta, G., Vicente, S., Agapito, L., Campbell, N., Prince, S. & Simpson, I., 11 Dec 2017. 9 p.

Research output: Contribution to conferencePaper

File
1 Citation (Scopus)
88 Downloads (Pure)

Latent Structure Learning using Gaussian and Dirichlet Processes

Lawrence, A., Ek, C. H. & Campbell, N., 8 Dec 2017.

Research output: Contribution to conferencePaper

Nonparametric Inference for Auto-Encoding Variational Bayes

Bodin, E., Malik, I., Ek, C. H. & Campbell, N., 8 Dec 2017.

Research output: Contribution to conferencePaper

Responsive Action-Based Video Synthesis

Ilisescu, C., Kanaci, A., Romagnoli, M., Campbell, N. D. F. & Brostow, G. J., 30 Jan 2017, (Accepted/In press).

Research output: Contribution to conferencePaper

Open Access
File
100 Downloads (Pure)
2016

Fitting quadrics with a Bayesian prior

Beale, D., Hall, P., Cosker, D., Yang, Y. & Campbell, N., Jun 2016.

Research output: Contribution to conferencePaper

Open Access

Fitting quadrics with a Bayesian prior

Beale, D., Yang, Y., Campbell, N., Cosker, D. & Hall, P., Jun 2016, In : Computational Visual Media. 2, 2, p. 107-117 11 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
123 Downloads (Pure)

Improving and Optimising Visualisations of full-waveform LiDAR data

Miltiadou, M., Brown, M., Cosker, D., Campbell, N. & Grant, M., 2016, EG UK Computer Graphics & Visual Computing (2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Alignments from Latent Space Structures

Kazlauskaite, I., Ek, C. H. & Campbell, N., 9 Dec 2016.

Research output: Contribution to conferencePaper

File
53 Downloads (Pure)

Reading Between The Dots: Combining 3D Markers And Facs Classification For High-Quality Blendshape Facial Animation

Ravikumar, S., Davidson, C., Kit, D., Campbell, N. D. F., Benedetti, L. & Cosker, D., 3 Jun 2016, GI '16 Proceedings of the 42nd Graphics Interface Conference . Moffatt, K. & Popa, T. (eds.). Ontario, Canada: Canadian Human-Computer Communications Society, p. 143-151 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Roto++: accelerating professional rotoscoping using shape manifolds

Li, W., Viola, F., Starck, J., Brostow, G. J. & Campbell, N., 31 Jul 2016, In : ACM Transactions on Graphics. 35, 4, 15 p., 62.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
106 Downloads (Pure)
2015

Direct, Dense, and Deformable: Template-Based Non-Rigid 3D Reconstruction from RGB Video

Yu, R., Russell, C., Campbell, N. & Agapito, L., Dec 2015.

Research output: Contribution to conferencePaper

Open Access
File
34 Citations (Scopus)
86 Downloads (Pure)

Interactive sketch-driven image synthesis

Turmukhambetov, D., Campbell, N. D. F., Goldman, D. B. & Kautz, J., Dec 2015, In : Computer Graphics Forum. 34, 8, p. 130-142 13 p.

Research output: Contribution to journalArticle

Open Access
File
6 Citations (Scopus)
91 Downloads (Pure)

Modeling Object Appearance using Context-Conditioned Component Analysis

Turmukhambetov, D., Campbell, N., Prince, S. & Kautz, J., 2015, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2015. IEEE, p. 4156-4164

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
1 Citation (Scopus)
121 Downloads (Pure)
2014

Hierarchical Subquery Evaluation for Active Learning on a Graph

Mac Aodha, O., Campbell, N., Kautz, J. & Brostow, G. J., 25 Sep 2014, CVPR '14: Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition. Silver Spring, MD: IEEE, p. 564-571 8 p. (IEEE Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
37 Citations (Scopus)
74 Downloads (Pure)

Learning a Manifold of Fonts

Campbell, N. D. F. & Kautz, J., 31 Jul 2014, In : ACM Transactions on Computer Systems. 33, 4, p. 1-11 11 p., 91.

Research output: Contribution to journalArticle

45 Citations (Scopus)
2013

Fully-connected CRFs with non-parametric pairwise potential

Campbell, N. D. F., Subr, K. & Kautz, J., 1 Jan 2013, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1658-1665 8 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2012

Patch based synthesis for single depth image super-resolution

Mac Aodha, O., Campbell, N. D. F., Nair, A. & Brostow, G. J., 2012, Computer Vision – ECCV 2012: Proceedings of 12th European Conference on Computer Vision, Part III. Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y. & Schmid, C. (eds.). Berlin, Germany: Springer, p. 71-84 14 p. (Lecture Notes in Computer Science; vol. 7574).

Research output: Chapter in Book/Report/Conference proceedingChapter

113 Citations (Scopus)
2011

Automatic object segmentation from calibrated images

Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 2011, Proceedings - Conference for Visual Media Production (CVMP), 2011. IEEE, p. 126-137 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

29 Citations (Scopus)
2010

Automatic 3D object segmentation in multiple views using volumetric graph-cuts

Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 1 Jan 2010, In : Image and Vision Computing. 28, 1, p. 14-25 12 p.

Research output: Contribution to journalArticle

48 Citations (Scopus)
2008

Using multiple hypotheses to improve depth-maps for multi-view stereo

Campbell, N. D. F., Vogiatzis, G., Hernández, C. & Cipolla, R., 1 Jan 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5302 LNCS. p. 766-779 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

105 Citations (Scopus)