
High level understanding of humans in images and video
At the University of Cambridge I work with Prof. Roberto Cipolla on an exciting research project sponsored by Toyota to develop innovative Deep Learning based solutions for automatic understanding of humans in images and video.
@InProceedings{szymanowicz21,
author = "Szymanowicz, S. and Charles, J. and Cipolla, R.",
title = "Discrete neural representations for explainable anomaly detection",
booktitle = "Winter Conference on Applications of Computer Vision",
year = "2022",
}
@InProceedings{szymanowicz21,
author = "Szymanowicz, S. and Charles, J. and Cipolla, R.",
title = "X-MAN: Explaining multiple sources of anomalies in video",
booktitle = "CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision",
year = "2021",
}
@InProceedings{howells21,
author = "Howells, B. and Charles, J. and Cipolla, R.",
title = "Real-time analogue gauge transcription on mobile phone",
booktitle = "Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops",
year = "2021",
}
@InProceedings{Charles21,
author = "Charles, J. and Bucciarelli, S. and Cipolla, R.",
title = "Scaling digital screen reading with one-shot learning and re-identification",
booktitle = "Proc. of Winter Conference on Applications of Computer Vision",
year = "2021",
}
@InProceedings{kok2020footnet,
author = "Kok, F. and Charles, J. and Cipolla, R.",
title = "FootNet: An Efficient Convolutional Network for Multiview 3D Foot Reconstruction",
booktitle = "Proc. of Asian Conference on Computer Vision",
year = "2020",
}
@InProceedings{biggs2020wldo,
author = "Biggs, B. and Boyne, O. and Charles, J. and Fitzgibbon, A. and Cipolla, R.",
title = "{W}ho left the dogs out: {3D} animal reconstruction with expectation maximization in the loop",
booktitle = "Proc. of European Conference on Computer Vision",
year = "2020",
}
@InProceedings{Charles20,
author = "Charles, J. and Bucciarelli, S. and Cipolla, R.",
title = "Real-time screen reading: reducing domain shift for one-shot learning",
booktitle = "Proc. of British Machine Vision Conference",
year = "2020",
}
@InProceedings{Charles17,
author = "Charles, J. and Budvytis, I. and Cipolla, R.",
title = "Real-time Factored ConvNets: Extracting the X factor in Human Parsing",
booktitle = "Proc. of British Machine Vision Conference",
year = "2017",
}
@InProceedings{Duckworth17,
author = "Duckworth, P. and Alomari, M. and Charles, J. and Hogg, D. C. and Cohn, A. G.",
title = "Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot",
booktitle = "Proc. of Association for the Advancement of Artificial Intelligence {(AAAI)}",
year = "2017",
}
@InProceedings{Charles16b,
author = "Charles, J. and Magee, D. and Hogg.",
title = "Virtual Immortality: Reanimating characters from TV shows",
booktitle = "ECCV Workshop on Virtual/Augmented Reality for Visual Artificial Intelligence (VARVAI)",
year = "2016",
}
@InProceedings{Charles16,
author = "Charles, J. and Pfister, T. and Magee, D. and Hogg, D. Zisserman, A.",
title = "Personalizing Human Video Pose Estimation",
booktitle = "Conference on Computer Vision and Pattern Recognition",
year = "2016",
}
@InProceedings{Pfister15,
author = "Pfister, T. and Charles, J. and Zisserman, A.",
title = "Flowing ConvNets for Human Pose Estimation in Videos",
booktitle = "International Conference on Computer Vision",
year = "2015",
}
@InProceedings{Charles14b,
author = "Charles, J. and Pfister, T. and Magee, D. and Hogg, D. and Zisserman, A.",
title = "Upper Body Pose Estimation with Temporal Sequential Forests",
booktitle = "British Machine Vision Conference",
year = "2014",
}
@InProceedings{Pfister14a,
author = "Pfister, T. and Simonyan, K. and Charles, J. and Zisserman, A.",
title = "Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos",
booktitle = "Asian Conference on Computer Vision",
year = "2014",
}
@InProceedings{Pfister14,
author = "Pfister, T. and Charles, J. and Zisserman, A.",
title = "Domain-adaptive Discriminative One-shot Learning of Gestures",
booktitle = "European Conference on Computer Vision",
year = "2014",
}
@Article{Charles14a,
author = "Charles, J. and Pfister, T. and Everingham, M. and Zisserman, A.",
title = "Automatic and Efficient Human Pose Estimation for Sign Language Videos",
journal = "International Journal of Computer Vision",
volume = "110",
number = "1",
pages = "70-90",
year = "2014",
}
@InProceedings{@InProceedings{Charles13,
author = "Charles, J. and Pfister, T. and Magee, D. and Hogg, D. and Zisserman, A.",
title = "Domain Adaptation for Upper Body Pose Tracking in Signed {TV} Broadcasts",
booktitle = "British Machine Vision Conference",
year = "2013",
}
@InProceedings{Pfister13,
author = "Pfister, T. and Charles, J. and Zisserman, A.",
title = "Large-scale Learning of Sign Language by Watching {TV} (Using Co-occurrences)",
booktitle = "British Machine Vision Conference",
year = "2013",
}
@InProceedings{Pfister12,
author = "Pfister, T. and Charles, J. and Everingham, M. and Zisserman, A.",
title = "Automatic and Efficient Long Term Arm and Hand Tracking for Continuous Sign Language {TV} Broadcasts",
booktitle = "British Machine Vision Conference",
year = "2012",
}
@InProceedings{charles2011b,
author = "Charles, J. and Everingham, M.",
title = "Learning shape models for monocular human pose estimation from the Microsoft Xbox Kinect",
booktitle = "1st IEEE Workshop on Consumer Depth Cameras for Computer Vision (CDC4CV), in conjunction with ICCV 2011",
year = "2011",
}
@Article{Jiang11,
title = "ECOGEM: A European framework-7 project",
author = "Jiang, J. and Charles, J.and Demestichas, K.",
journal = "Vehicular Technology Magazine, IEEE",
volume = "6",
number = "3",
pages = "22--26",
year = "2011",
}
@Article{Charles11a,
author = "Charles, J.J.",
title = "Automatic recognition of complete palynomorphs in digital images",
journal = "Machine Vision and Applications",
volume = "22",
number = "1",
pages = "53-60",
year = "2011",
}
@Article{Charles09,
author ="Charles, J.J. and Kuncheva, L.I. and Wells, B. and Lim, I.S.",
title ="Stability of Kerogen Classification with Regard to Image Segmentation",
journal ="Mathematical Geosciences",
volume ="41",
number ="4",
pages ="475-486",
year ="2009",
}
@InProceedings{Charles08c,
author = "J.J. Charles and L.I. Kuncheva and B. Wells and I.S. Lim",
title = "Object segmentation within microscope images of palynofacies ",
journal = "Computers & Geosciences ",
volume = "34",
number = "6",
pages = "688 - 698",
year = "2008",
}
@InProceedings{Charles08b,
author = "Charles, J. and Kuncheva, L. and Wells, B. and Lim, I",
title = "Background segmentation in microscope images",
booktitle = "Computer Vision Theory and Applications",
year = "2008",
}
@Article{Charles08a,
author = "Kuncheva, L.I. and Charles, J.J. and Miles, N. and Collins, A. and Wells, B. and Lim, I.S.",
title = "Automated kerogen classification in microscope images of dispersed kerogen preparation",
pages = "639-652",
journal = "Mathematical Geosciences",
year = "2008",
volume = "40",
number = "6",
}
@incollection{Charles06,
author = "Charles, J. and Kuncheva, L. and Wells, B. and Lim, I",
title = "An evaluation measure of image segmentation based on object centres",
pages = "283--294",
volume = "4141",
series = "Lecture Notes in Computer Science",
booktile = "Image Analysis and Recognition",
year = "2006",
}