Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Chatfield, Ken"'
We present an extension to masked autoencoders (MAE) which improves on the representations learnt by the model by explicitly encouraging the learning of higher scene-level features. We do this by: (i) the introduction of a perceptual similarity term
Externí odkaz:
http://arxiv.org/abs/2212.14504
Autor:
Chatfield, Ken
This thesis tackles the problem of large-scale visual search for categories within large collections of images. Given a textual description of a visual category, such as 'car' or 'person', the objective is to retrieve images containing that category
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.684946
We investigate the gains in precision and speed, that can be obtained by using Convolutional Networks (ConvNets) for on-the-fly retrieval - where classifiers are learnt at run time for a textual query from downloaded images, and used to rank large im
Externí odkaz:
http://arxiv.org/abs/1407.4764
The latest generation of Convolutional Neural Networks (CNN) have achieved impressive results in challenging benchmarks on image recognition and object detection, significantly raising the interest of the community in these methods. Nevertheless, it
Externí odkaz:
http://arxiv.org/abs/1405.3531
Autor:
McGuinness, Kevin, Aly, Robin, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Douze, Matthijs, Kemman, Max, Kleppe, Martijn, van der Kreeft, Peggy, Macquarrie, Kay, Ozerov, Alexey, O'Connor, Noel E., de Jong, Franciska, Zisserman, Andrew, Schmid, Cordelia, Perez, Patrick
Publikováno v:
McGuinness, Kevin ORCID: 0000-0003-1336-6477 , Aly, Robin, Chatfield, Ken, Parkhi, Omkar M., Arandjelovic, Relja, Douze, Matthijs, Kemman, Max, Kleppe, Martijn, van der Kreeft, Peggy, Macquarrie, Kay, Ozerov, Alexey, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 , de Jong, Franciska, Zisserman, Andrew, Schmid, Cordelia and Perez, Patrick (2014) The AXES research video search system. In: IEEE ICASSP-International Conference on Acoustics, Speech and Signal Processing, 4-9 May 2014, Florence, Italy.
We will demonstrate a multimedia content information retrieval engine developed for audiovisual digital libraries targeted at academic researchers and journalists. It is the second of three multimedia IR systems being developed by the AXES project1.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______119::12a65c0f2e6b4d59e1025307843eb618
http://doras.dcu.ie/19882/
http://doras.dcu.ie/19882/
Autor:
Aly, Robin, Arandjelovic, Relja, Chatfield, Ken, Douze, Matthijs, Fernando, Basura, Harchaoui, Zaid, McGuinness, Kevin, O' Connor, Noel E., Oneata, Dan, Parkhi, Omar M., Potapov, Danila, Revaud, Jerome, Schmid, Cordelia, Schwenninger, Jochen, Scott, David, Tuytelaars, Tinne, Verbeek, Jakob, Wang, Heng, Zisserman, Andrew
Publikováno v:
TREC Video Retrieval Evaluation Online Proceedings (TRECVid 2013)
The AXES project participated in the interactive instance search task (INS), the semantic indexing task (SIN) the multimedia event recounting task (MER), and the multimedia event detection task (MED) for TRECVid 2013. Our interactive INS focused this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=narcis______::a96a691cfd869570c51341e2ebb49f5b
https://research.utwente.nl/en/publications/axes-at-trecvid-2013(b7af110d-dff2-40f1-9050-fdebc6681b4f).html
https://research.utwente.nl/en/publications/axes-at-trecvid-2013(b7af110d-dff2-40f1-9050-fdebc6681b4f).html
Publikováno v:
Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part I; 2015, p129-145, 17p
Publikováno v:
International Journal of Multimedia Information Retrieval; Jun2015, Vol. 4 Issue 2, p75-93, 19p
Autor:
Chatfield, Ken, Zisserman, Andrew
Publikováno v:
Computer Vision - ACCV 2012; 2013, p432-446, 15p