Centre for the Analysis of Motion, Entertainment Research and Applications (CAMERA)

Search results

• 2025

  MorekerLess – Better pose estimation with less work

  Pagnon, D., Colyer, S. & Cazzola, D., 2025.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Pose Estimation 100%
  • Motion 100%
  • Annotation 50%
  • Markerless Motion Capture 50%

  61 Downloads (Pure)

• 2024

  Pic2Tac: Creating Accessible Tactile Images using Semantic Information from Photographs

  Pakenaite, K., Kamperou, E., Proulx, M., Sharma, A. & Hall, P., 11 Feb 2024.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Image Content 100%
  • Visual Informations 100%
  • Visual Impairment 100%
  • Foreground Object 100%
  • Background Region 100%

  9   Link opens in a new tab Citations (SciVal)

• 2023

  An Exploration of Just Noticeable Differences in Mid-Air Haptics

  Wojna, K., Georgious, O., Beattie, D., Frier, W., Wright, M. & Lutteroth, C., Jul 2023, (E-pub ahead of print). 7 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Haptic Feedback 100%
  • Tactile Information 50%

  540 Downloads (Pure)

• ESTIMATION OF GROUND REACTION FORCES FROM MARKERLESS KINEMATICS AND COMPARISON AGAINST MEASURED FORCE PLATE DATA

  Colyer, S., Needham, L., Evans, M., Wade, L., Cosker, D., Cazzola, D., McGuigan, P. & Bilzon, J., 16 Jul 2023.

  Research output: Contribution to conference › Paper › peer-review

  • Force Plate 100%
  • Reaction Force 100%
  • Measured Force 100%
  • Body Centre 40%
  • Effect Size 20%

• 2022

  Aligned Multi-Task Gaussian Process

  Mikheeva, O., Kazlauskaite, I., Hartshorne, A., Kjellström, H., Ek, C. H. & Campbell, N., 28 Mar 2022.

  Research output: Contribution to conference › Paper › peer-review

  File

  • Predictive Performance 100%
  • Generative Model 50%
  • Multitask Learning 50%

  118 Downloads (Pure)

• A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers

  Fatania, K., Pirkl, C. M., Menzel, M. I., Hall, P. & Golbabaee, M., 17 Apr 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Image Reconstruction 100%
  • Acquisition Process 100%
  • Subsamplings 100%
  • Deep Learning Method 100%
  • Magnetic Resonance Imaging 100%

• Cell Anomaly Localisation using Structured Uncertainty Prediction Networks

  Vodenicharski, B., Mcdermott, S., Webber, K., Introini, V., Cicuta, P., Bowman, R., Simpson, I. & Campbell, N., 2022.

  Research output: Contribution to conference › Paper › peer-review

  File

  48 Downloads (Pure)

• Geometric and Textural Augmentation for Domain Gap Reduction

  Liu, X., Yang, Y. & Hall, P., 28 Mar 2022.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Training Data 100%
  • Object Recognition 100%
  • Training Example 100%
  • Convolutional Neural Network 100%

  166 Downloads (Pure)

• HairMapper: Removing Hair from Portraits Using GANs

  Wu, Y., Yang, Y. & Jin, X., 28 Mar 2022, (Acceptance date).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  261 Downloads (Pure)

• Learning Structured Gaussians to Approximate Deep Ensembles

  Simpson, I., Vicente, S. & Campbell, N., 2022.

  Research output: Contribution to conference › Paper › peer-review

  File

  60 Downloads (Pure)

• Shooting Schrödinger’s Cat

  Fernandes, D., Vargas, F., Ek, C. H. & Campbell, N., 2022.

  Research output: Contribution to conference › Paper › peer-review

  File

  180 Downloads (Pure)

• 2021

  BASAR:Black-box Attack on Skeletal Action Recognition

  Diao, Y., Shao, T., Yang, Y., Zhou, K. & Wang, H., 1 Mar 2021.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  62 Downloads (Pure)

• BECOMING AVATAR: CO-CREATING GIRL’S PHYSICAL EDUCATION KIT ON 3D GAMING BODIES

  Jeffery, Z., Lutteroth, C., Rich, E. & Brownbridge, K., 7 May 2021, p. 96-99. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Physical Education 100%
  • Co-creation 100%
  • Video Games 22%
  • UK 11%
  • Secondary Schools 11%

  124 Downloads (Pure)

• DEVELOPMENT AND EVALUATION OF A DEEP LEARNING BASED MARKERLESS MOTION CAPTURE SYSTEM

  Needham, L., Evans, M., Wade, L., Cosker, D., McGuigan, P., Bilzon, J. & Colyer, S., 3 Sept 2021. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Biomechanics 100%
  • Capture System 100%
  • Deep Learning Method 100%
  • Markerless Motion Capture 100%
  • Motion Capture 66%

  117 Downloads (Pure)

• Multiple pairwise ranking networks for personalized video summarization

  Saquil, Y., Chen, D., He, Y., Li, C. & Yang, Y., 17 Oct 2021, p. 1698-1707.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Video Summarization 100%

  26   Link opens in a new tab Citations (SciVal)

  197 Downloads (Pure)

• PAVAL: Position-Aware Virtual Agent Locomotion for Assisted Virtual Reality Navigation

  Ye, Z.-M., Chen, J.-L., Wang, M. & Yang, Y., 23 Jul 2021, (Acceptance date).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  736 Downloads (Pure)

• Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack

  Wang, H., He, F., Shao, T., Yang, Y., Zhou, K. & Hogg, D., 1 Mar 2021, (Acceptance date).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  72 Downloads (Pure)

• 2020

  A Non-Invasive Vision-Based Approach to Velocity Measurement of Skeleton Training

  Evans, M., Needham, L., Colyer, S. & Cosker, D., 16 Jun 2020, p. 888-889.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Velocity Measurement 100%

  2   Link opens in a new tab Citations (SciVal)

• Deep Shapely Portraits

  Xiao, Q., Tang, X., Wu, Y., Jin, L., Yang, Y. & Jin, X., 29 Jul 2020, (Acceptance date).

  Research output: Contribution to conference › Paper › peer-review

  File

  641 Downloads (Pure)

• Rank3DGAN: Semantic Mesh Generation Using Relative Attributes

  Saquil, Y., Xu, Q., Yang, Y. & Hall, P., 2020, (Acceptance date).

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Innovation Program 100%

  128 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 conference › Paper › peer-review

  Open Access

  File

  • Generative Adversarial Networks 100%
  • Deep Neural Network 100%
  • Semantic Image 100%
  • Subject Identity 100%
  • Image Editing 100%

  18   Link opens in a new tab Citations (SciVal)

  468 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 conference › Paper › peer-review

  Open Access

  File

  96 Downloads (Pure)

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

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

  Research output: Contribution to conference › Paper › peer-review

  File

  106 Downloads (Pure)

• Real-time Virtual Object Insertion for Moving 360° Videos

  Tarko, J., Tompkin, J. & Richardt, C., 14 Nov 2019, p. 1-9. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • User Interaction 100%
  • structure-from-motion 100%
  • Environment Map 100%
  • Lighting Condition 100%
  • Rendering Engine 100%

  11   Link opens in a new tab Citations (SciVal)

  1636 Downloads (Pure)

• Sprinting data-tracking simulation: a direct collocation approach

  Haralabidis, N., Serrancoli, G., Colyer, S., Bezodis, I., Salo, A. & Cazzola, D., 10 Apr 2019.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  100 Downloads (Pure)

• 2018

  Agonistic Games: Multiperspective and Unsettling Games for a Social Change

  De Angeli, D., Scott, L., O'Neill, E., Finnegan, D. & Bull, A., 28 Oct 2018, p. 103-108. 6 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Perpetrators 100%
  • Agonism 100%
  • Narrative 100%
  • Personal Motivation 100%
  • Action 50%

  10   Link opens in a new tab Citations (SciVal)

  163 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 conference › Paper › peer-review

• Environment Reflections with 360° Videos using Omnidirectional Structure from Motion

  Tarko, J. & Richardt, C., 13 Dec 2018. 1 p.

  Research output: Contribution to conference › Paper

  Open Access

  File

  119 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 conference › Paper › peer-review

  Open Access

  • Generative Model 100%
  • Uncertainty Propagation 100%
  • Likelihood Function 50%

• Motion Estimation and Segmentation of Natural Phenomena

  Chen, D., Li, W. & Hall, P., 4 Sept 2018.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Natural Phenomenon 100%
  • Motion Estimation 100%
  • Motion Segmentation 100%

  264 Downloads (Pure)

• RenderNet: A deep convolutional network for differentiable rendering from 3D shapes

  Nguyen Phuoc, T., Li, C., Balaban, S. & Yang, Y., 3 Dec 2018.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Innovation Program 100%

  99   Link opens in a new tab Citations (SciVal)

  414 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 conference › Paper › peer-review

  Open Access

  File

  • Mixture Model 100%
  • Sequence Alignment 100%
  • Gaussian Process 100%
  • Dirichlet Process 100%
  • Dirichlet 100%

  93 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 conference › Paper › peer-review

  File

  • Conditionals 100%
  • Laplace Operator 100%
  • Autoencoder 100%
  • Laplacian Pyramid 100%
  • Variational Autoencoder 100%

  4   Link opens in a new tab Citations (SciVal)

  299 Downloads (Pure)

• Latent Structure Learning using Gaussian and Dirichlet Processes

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

  Research output: Contribution to conference › Paper › peer-review

• Nonparametric Inference for Auto-Encoding Variational Bayes

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

  Research output: Contribution to conference › Paper › peer-review

• 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 conference › Paper › peer-review

  Open Access

  File

  • Human-in-the-Loop 100%
  • Creative Control 100%
  • Video Synthesis 100%

  767 Downloads (Pure)

• 2016

  Camera Tracking in Visual Effects - An Industry Perspective of Structure From Motion

  Barber, A., Cosker, D., James, O., Waine, T. & Patel, R., Jul 2016. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Research Community 100%
  • Large Data Set 100%
  • Statistical Data 100%
  • Tracking Process 100%
  • structure-from-motion 100%

  10   Link opens in a new tab Citations (SciVal)

  875 Downloads (Pure)

• Fitting quadrics with a Bayesian prior

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

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Bayesian Prior 100%
  • Data Point 100%
  • Point Cloud 100%
  • Mathematical Formulation 50%
  • Ellipsoid 50%

• Learning Alignments from Latent Space Structures

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

  Research output: Contribution to conference › Paper › peer-review

  File

  • High Dimensional Data 100%
  • Dimensional Structure 100%
  • Latent Variable Model 100%

  160 Downloads (Pure)

• Real-time Halfway Domain Reconstruction of Motion and Geometry

  Thies, L., Zollhöfer, M., Richardt, C., Theobalt, C. & Greiner, G., 25 Oct 2016, p. 450-459. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Optimization Strategy 100%
  • Optimization Problem 100%
  • Fast Convergence 100%
  • 3d Scenes 100%
  • Linear Optimization 100%

  2   Link opens in a new tab Citations (SciVal)

  266 Downloads (Pure)

• Video Depth-From-Defocus

  Kim, H., Richardt, C. & Theobalt, C., 25 Oct 2016, p. 370-379. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Defocus Blur 100%
  • Video Camera 50%
  • Light Field 50%

  11   Link opens in a new tab Citations (SciVal)

  290 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 conference › Paper › peer-review

  Open Access

  File

  • Quantitative Evaluation 100%
  • 3d Reconstruction 100%
  • Energy Optimization 100%
  • Direct Approach 100%
  • Depth Estimation 100%

  79   Link opens in a new tab Citations (SciVal)

  403 Downloads (Pure)