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Research Output

Article

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

50 Citations (Scopus)

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)

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
3 Citations (Scopus)
135 Downloads (Pure)

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

19 Citations (Scopus)

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)
104 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

48 Citations (Scopus)

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
7 Citations (Scopus)
19 Downloads (Pure)

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)
128 Downloads (Pure)
Chapter

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

31 Citations (Scopus)

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

115 Citations (Scopus)

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

110 Citations (Scopus)
Conference contribution

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
74 Downloads (Pure)

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
39 Citations (Scopus)
89 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

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)
136 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

1 Citation (Scopus)

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)
Meeting abstract
Paper

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
11 Downloads (Pure)

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
37 Citations (Scopus)
99 Downloads (Pure)

DiverseNet: When One Right Answer is not Enough

Firman, M., Campbell, N., Agapito, L. & Brostow, G. J., 20 Mar 2018, (Acceptance date).

Research output: Contribution to conferencePaper

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

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

Toso, M., Campbell, N. & Russell, C., 11 Sep 2019, (Acceptance date).

Research output: Contribution to conferencePaper

File
14 Downloads (Pure)

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

Gaussian Process Latent Variable Alignment Learning

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

Research output: Contribution to conferencePaper

Open Access
File
3 Downloads (Pure)

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)
97 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

Learning Alignments from Latent Space Structures

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

Research output: Contribution to conferencePaper

File
60 Downloads (Pure)

Monotonic Gaussian Process Flow

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

Research output: Contribution to conferencePaper

Open Access
File
10 Downloads (Pure)

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, (Acceptance date).

Research output: Contribution to conferencePaper

Open Access
File
129 Downloads (Pure)

Sequence Alignment with Dirichlet Process Mixtures

Kazlauskaite, I., Ustyuzhaninov, I., Ek, C. H. & Campbell, N., 12 Nov 2018, (Acceptance date) p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
26 Downloads (Pure)

Structured Uncertainty Prediction Networks

Dorta, G., Vicente, S., Agapito, L., Campbell, N. & Simpson, I., 20 Mar 2018, (Acceptance date). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
77 Downloads (Pure)

The GAN that Warped: Semantic Attribute Editing with Unpaired Data

Dorta, G., Vicente, S., Campbell, N. & Simpson, I., 2020, (Acceptance date).

Research output: Contribution to conferencePaper

Open Access
File
16 Downloads (Pure)
Poster

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
25 Downloads (Pure)