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", }