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Research Output 2008 2020

48 Citations (Scopus)

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

Color
Cameras
Rigidity
Labeling
Pixels
29 Citations (Scopus)

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

Textures
Cameras
Brushes
Cost functions
Color
2 Downloads (Pure)

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
1 Citation (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
32 Citations (Scopus)
78 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
Cameras
Optical flows
Video cameras
Pixels
Geometry

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

44 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
2 Citations (Scopus)
114 Downloads (Pure)

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

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
3 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
18 Citations (Scopus)

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

Image denoising
Object recognition
Pixels

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

35 Citations (Scopus)
64 Downloads (Pure)

Hierarchical Subquery Evaluation for Active Learning on a Graph

Mac Aodha, O., Campbell, N., Kautz, J. & Brostow, G. J., 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

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

6 Citations (Scopus)
79 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
Image quality
Feedback
Chemical analysis
1 Citation (Scopus)
86 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

Latent Structure Learning using Gaussian and Dirichlet Processes

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

Research output: Contribution to conferencePaper

51 Downloads (Pure)

Learning Alignments from Latent Space Structures

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

Research output: Contribution to conferencePaper

File
38 Citations (Scopus)

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

18 Downloads (Pure)

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
9 Downloads (Pure)

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

1 Citation (Scopus)
110 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

Monotonic Gaussian Process Flow

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

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

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

108 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

Labeling
Cameras
Sensors
Processing
Experiments
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

80 Downloads (Pure)

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
Level control
Video cameras
Semantics
17 Citations (Scopus)
93 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
Interpolation
Productivity
Experiments
20 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
65 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
Covariance matrix
Image denoising
Sampling
Uncertainty
103 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

Redundancy
Textures
Merging
Failure modes
Labels