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[2]
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Jonathan Burton-Barr, Basura Fernando, and Deepu Rajan.
Activation control of vision models for sustainable ai systems.
IEEE Transactions on Artificial Intelligence, 2024.
[ bib |
.pdf ]
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[3]
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Thanh-Son Nguyen and Basura Fernando.
Effective multimodal encoding for image paragraph captioning.
IEEE Transactions on Image Processing, 31:6381--6395, 2022.
[ bib |
.pdf ]
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[4]
|
Yan Bin Ng and Basura Fernando.
Weakly supervised action segmentation with effective use of attention
and self-attention.
Computer Vision and Image Understanding, 213:103298, 2021.
[ bib |
http ]
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[5]
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Debaditya Roy and Basura Fernando.
Action anticipation using pairwise human-object interactions and
transformers.
IEEE Transactions on Image Processing, 30:8116--8129, 2021.
[ bib |
http ]
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[6]
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Yan Bin Ng and Basura Fernando.
Forecasting future action sequences with attention: a new approach to
weakly supervised action forecasting.
IEEE Transactions on Image Processing 2020, 2020.
[ bib |
DOI |
.pdf ]
|
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[7]
|
Xin Yu, Fatih Porikli, Basura Fernando, and Richard Hartley.
Hallucinating unaligned face images by multiscale transformative
discriminative networks.
International Journal of Computer Vision, 2019.
[ bib |
DOI |
http ]
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[8]
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Samitha Herath, Basura Fernando, and Mehrtash Harandi.
Using temporal information for recognizing actions from still images.
Pattern Recognition, 0(0):1--20, 2019.
[ bib |
DOI |
.pdf ]
|
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[9]
|
Xin Yu, Basura Fernando, Richard Hartley, and Fatih Porikli.
Semantic face hallucination: Super-resolving very low-resolution face
images with supplementary attributes.
IEEE transactions on pattern analysis and machine intelligence,
2019.
[ bib |
http ]
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[10]
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R. Santa Cruz, B. Fernando, A. Cherian, and S. Gould.
Visual permutation learning.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
pages 1--1, 2019.
[ bib |
DOI ]
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[11]
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Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, and Yogesan
Kanagasingam.
Automated quality assessment of colour fundus images for diabetic
retinopathy screening in telemedicine.
Journal of Digital Imaging, 31(6):869--878, 2018.
[ bib |
http ]
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[12]
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Hakan Bilen, Basura Fernando, Efstratios Gavves, and Andrea Vedaldi.
Action recognition with dynamic image networks.
IEEE transactions on pattern analysis and machine intelligence,
2017.
[ bib |
http ]
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[13]
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Basura Fernando and Stephen Gould.
Discriminatively learned hierarchical rank pooling networks.
International Journal of Computer Vision, 0(0):1--22, 2017.
[ bib |
http ]
|
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[14]
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Basura Fernando, Efstratios Gavves, José Oramas, Amir Ghodrati, and Tinne
Tuytelaars.
Rank pooling for action recognition.
IEEE transactions on pattern analysis and machine intelligence,
39(4):773--787, 2017.
[ bib |
http ]
|
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[15]
|
Basura Fernando, Tatiana Tommasi, and Tinne Tuytelaars.
Location recognition over large time lags.
Computer Vision and Image Understanding, 139:21--28, 2015.
[ bib |
http ]
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[16]
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Basura Fernando, Tatiana Tommasi, and Tinne Tuytelaars.
Joint cross-domain classification and subspace learning for
unsupervised adaptation.
Pattern Recognition Letters, 65:60--66, 2015.
[ bib |
.pdf ]
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[17]
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Basura Fernando, Elisa Fromont, and Tinne Tuytelaars.
Mining mid-level features for image classification.
International Journal of Computer Vision, 108(3):186--203,
2014.
[ bib |
.pdf ]
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[18]
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Efstratios Gavves, Basura Fernando, Cees GM Snoek, Arnold WM Smeulders, and
Tinne Tuytelaars.
Local alignments for fine-grained categorization.
International Journal of Computer Vision, 111(2):191--212,
2014.
[ bib |
.pdf ]
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[19]
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Basura Fernando, Elisa Fromont, Damien Muselet, and Marc Sebban.
Supervised learning of gaussian mixture models for visual vocabulary
generation.
Pattern Recognition, 45(2):897--907, 2012.
[ bib |
.pdf ]
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[20]
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Debaditya Roy and Basura Fernando.
Predicting the next action by modeling the abstract goal.
In International Conference on Pattern Recognition (ICPR),
2024.
[ bib |
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[21]
|
Ishaan Singh Rawal, Alexander Matyasko, Shantanu Jaiswal, Basura Fernando, and
Cheston Tan.
Dissecting multimodality in videoqa transformer models by impairing
modality fusion.
In International Conference on Machine Learning (ICML), 2024.
[ bib |
.pdf ]
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[22]
|
Jinmeng Wu, Chong Cao, Hao Zhang, Basura Fernando, Yanbin Hao, and Hanyu Hong.
Pointtfa: Training-free clustering adaption for large 3d point cloud
models.
In International Joint Conference on Artificial Intelligence
(IJCAI), 2024.
[ bib |
.pdf ]
|
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[23]
|
Vincent Hu, Di Wu, Yuki Asano, Pascal Mettes, Basura Fernando, Björn Ommer,
and Cees Snoek.
Flow matching for conditional text generation in a few sampling
steps.
In Proceedings of the 18th Conference of the European Chapter of
the Association for Computational Linguistics, pages 380--392, 2024.
[ bib |
.pdf ]
|
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[24]
|
Debaditya Roy, Ramanathan Rajendiran, and Basura Fernando.
Interaction region visual transformer for egocentric action
anticipation.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV), pages 6740--6750, January 2024.
[ bib |
.pdf ]
|
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[25]
|
Debaditya Roy, Dhruv Verma, and Basura Fernando.
Clipsitu: Effectively leveraging clip for conditional predictions in
situation recognition.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV), pages 444--453, 2024.
[ bib |
.pdf ]
|
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[26]
|
Arushi Goel, Basura Fernando, Frank Keller, and Hakan Bilen.
Semi-supervised multimodal coreference resolution in image
narrations.
In Houda Bouamor, Juan Pino, and Kalika Bali, editors,
Proceedings of the 2023 Conference on Empirical Methods in Natural Language
Processing, pages 11067--11081, Singapore, December 2023. Association for
Computational Linguistics.
[ bib |
DOI |
http ]
|
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[27]
|
Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram
Khadivi, Mehrtash Harandi, Hamid Rezatofighi, and Gholamreza Haffari.
Energy-based self-training and normalization for unsupervised domain
adaptation.
In Proceedings of the IEEE/CVF International Conference on
Computer Vision (ICCV), pages 11653--11662, 2023.
[ bib |
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[28]
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Arushi Goel, Basura Fernando, Frank Keller, and Hakan Bilen.
Who are you referring to? coreference resolution in image narrations.
In Proceedings of the IEEE/CVF International Conference on
Computer Vision (ICCV), pages 15247--15258, 2023.
[ bib |
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[29]
|
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya
Takamura, and Qi Wu.
Memory-efficient temporal moment localization in long videos.
In Proceedings of the 17th Conference of the European Chapter of
the Association for Computational Linguistics, pages 1909--1924, 2023.
[ bib |
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[30]
|
Shantanu Jaiswal, Basura Fernando, and Cheston Tan.
Tdam: Top-down attention module for contextually guided feature
selection in cnns.
In In Proceedings of the European Conference on Computer Vision
(ECCV), 2022.
[ bib |
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[31]
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Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Niessner, and Efstratios
Gavves.
3d equivariant graph implicit functions.
In In Proceedings of the European Conference on Computer Vision
(ECCV), 2022.
[ bib |
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[32]
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Arushi Goel, Basura Fernando, Frank Keller, and Hakan Bilen.
Not all relations are equal: Mining informative labels for scene
graph generation.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2022, 2022.
[ bib |
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[33]
|
Siyuan Brandon Loh, Debaditya Roy, and Basura Fernando.
Long-term action forecasting using multi-headed attention-based
variational recurrent neural networks.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2022 (Workshop), 2022.
[ bib |
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[34]
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Kian Boon Koh and Basura Fernando.
Consistency regularization for domain adaptation.
In In Proceedings of the European Conference on Computer Vision
(ECCV) (Workshop), 2022.
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[35]
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Debaditya Roy and Basura Fernando.
Action anticipation using latent goal learning.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV), 2022.
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[36]
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Basura Fernando and Samitha Herath.
Anticipating human actions by correlating past with the future with
jaccard similarity measures.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2021, 2021.
[ bib |
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[37]
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Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, and Efstratios
Gavves.
Deep implicit feature matching.
In International Conference on Machine Learning ICML 2021,
2021.
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[38]
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Vinoj Jayasundara, Debaditya Roy, and Basura Fernando.
Flowcaps: Optical flow estimation with capsule networks for action
recognition.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV), pages 3409--3418, January 2021.
[ bib |
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|
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[39]
|
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li,
and Stephen Gould.
Dori: Discovering object relationships for moment localization of a
natural language query in a video.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision (WACV), pages 1079--1088, January 2021.
[ bib |
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[40]
|
Haziq Razali and Basura Fernando.
A log-likelihood regularized kl divergence for video prediction with
a 3d convolutional variational recurrent network.
In Proceedings of the IEEE/CVF Winter Conference on Applications
of Computer Vision, pages 209--217, 2021.
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[41]
|
Shantanu Jaiswal, Dongkyu Choi, and Basura Fernando.
What do cnns gain by imitating the visual development of primate
infants?
In The British Machine Vision Conference (BMVC), 2020.
[ bib |
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[42]
|
Arushi Goel, Basura Fernando, Thanh-Son Nguyen, and Hakan Bilen.
Injecting prior knowledge into image caption generation.
In European Conference on Computer Vision Workshops, 2020.
[ bib |
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|
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[43]
|
Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, and Stephen
Gould.
Inferring temporal compositions of actions using probabilistic
automata.
In Proceedings of the IEEE/CVF Conference on Computer Vision and
Pattern Recognition Workshops, pages 368--369, 2020.
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[44]
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Basura Fernando, Cheston Tan, and Hakan Bilen.
Weakly supervised gaussian networks for action detection.
In The IEEE Winter Conference on Applications of Computer
Vision, pages 537--546, 2020.
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[45]
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Samitha Herath, Basura Fernando, Mehrtash Harandi, and Richard Nock.
Min-max statistical alignment for transfer learning.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2019, 2019.
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[46]
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Yuge Shi, Basura Fernando, and Richard Hartley.
Action anticipation with rbf kernelized feature mapping rnn.
In Proceedings of the European Conference on Computer Vision
(ECCV), pages 301--317, 2018.
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[47]
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Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, and Richard Hartley.
Face super-resolution guided by facial component heatmaps.
In Proceedings of the European Conference on Computer Vision
(ECCV), pages 217--233, 2018.
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[48]
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Mohammad Sadegh Aliakbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura
Fernando, Lars Petersson, and Lars Andersson.
Viena2: A driving anticipation dataset.
In Asian Conference on Computer Vision (ACCV 2018), 2018.
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[49]
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Cristian Rodriguez, Basura Fernando, and Hongdong Li.
Action anticipation by predicting future dynamic images.
In European Conference on Computer Vision, pages 89--105.
Springer, 2018.
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[50]
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Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, and Stephen Gould.
Neural algebra of classifiers.
In IEEE Winter Conference on Applications of Computer Vision
WACV 2018, 2018.
[ bib |
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[51]
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Xin Yu, Basura Fernando, and Richard Hartley.
Super-resolving very low-resolution face images with supplementary
attributes.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2018, 2018.
[ bib |
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[52]
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Mohammad Sadegh Aliakbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura
Fernando, Lars Petersson, and Lars Andersson.
Encouraging lstms to anticipate actions very early.
In IEEE International Conference on Computer Vision ICCV 2017,
2017.
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[53]
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Peter Anderson, Basura Fernando, Mark Johnson, and Stephen Gould.
Zero-shot image captioning with constrained beam search.
In Conference on Empirical Methods in Natural Language
Processing (EMNLP), 2017.
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[54]
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Anoop Cherian, Basura Fernando, Mehrtash Harandi, and Stephen Gould.
Generalized rank pooling for activity recognition.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2017, 2017.
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[55]
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Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, and Stephen Gould.
Deeppermnet: Visual permutation learning.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2017, 2017.
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[56]
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Basura Fernando, Sareh Shirazi, and Stephen Gould.
Unsupervised human action detection by action matching.
In The IEEE Conference on Computer Vision and Pattern
Recognition (CVPR) Workshops, July 2017.
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[57]
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Basura Fernando, Hakan Bilen, Efstratios Gavves, and Stephen Gould.
Self-supervised video representation learning with odd-one-out
networks.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2017, 2017.
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[58]
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Peter Anderson, Basura Fernando, Mark Johnson, and Stephen Gould.
Spice: Semantic propositional image caption evaluation.
In European Conference of Computer Vision 2016 ( ECCV 16),
2016.
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[59]
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Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, and Stephen
Gould.
Dynamic image networks for action recognition.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2016, 2016.
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Basura Fernando, Peter Anderson, Marcus Hutter, and Stephen Gould.
Discriminative hierarchical rank pooling for activity recognition.
In IEEE International Conference on Computer Vision and Pattern
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Basura Fernando and Stephen Gould.
Learning end-to-end video classification with rank-pooling.
In International Conference on Machine Learning ICML 2016,
2016.
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Basura Fernando, Efstratios Gavves, José Oramas, Amir Ghodrati, and Tinne
Tuytelaars.
Modeling video evolution for action recognition.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2015, 2015.
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[63]
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Basura Fernando, Efstratios Gavves, Damien Muselet, and Tinne Tuytelaars.
Learning to rank based on subsequences.
In IEEE International Conference on Computer Vision ICCV 2015,
2015.
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[64]
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Xu Jia, Stratis Gavves, Basura Fernando, and Tinne Tuytelaars.
Guided long-short term memory for image caption generation.
In IEEE International Conference on Computer Vision ICCV 2015,
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[65]
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Konstantinos Rematas, Basura Fernando, Frank Dellaert, and Tinne Tuytelaars.
Dataset fingerprints: Exploring image collections through data
mining.
In Proceedings of the IEEE Conference on Computer Vision and
Pattern Recognition CVPR 2015, pages 4867--4875, 2015.
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[66]
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Basura Fernando, Damien Muselet, Rahat Khan, and Tinne Tuytelaars.
Color features for dating historical color images.
In IEEE International Conference on Image Processing ICIP 2014,
2014.
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[67]
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Robin Aly, Relja Arandjelovic, Ken Chatfield, Matthijs Douze, Basura Fernando,
Zaid Harchaoui, Kevin McGuinness, Noel E O’Conner, Dan Oneata, Omkar M
Parkhi, et al.
The axes submissions at trecvid 2013.
In TrecVid, 2013.
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[68]
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RBN Aly, Relja Arandjelovic, Ken Chatfield, Matthijs Douze, Basura Fernando,
Zaid Harchaoui, Kevin McGuinness, NE O'Connore, Dan Oneata, Omkar M Parkhi,
et al.
Axes at trecvid 2013.
In TRECVid. NIST, 2013.
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Basura Fernando, Amaury Habrard, Marc Sebban, and Tinne Tuytelaars.
Unsupervised visual domain adaptation using subspace alignment.
In IEEE International Conference on Computer Vision ICCV 2013,
2013.
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Basura Fernando and Tinne Tuytelaars.
Mining multiple queries for image retrieval: On-the-fly learning of
an object-specific mid-level representation.
In IEEE International Conference on Computer Vision ICCV 2013.
CVF/IEEE-CS, 2013.
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E Gavves, B Fernando, CGM Snoek, AWM Smeulders, and T Tuytelaars.
Fine-grained categorization by alignments.
In IEEE International Conference on Computer Vision ICCV 2013,
2013.
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[72]
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Konstantinos Rematas, Basura Fernando, Tatiana Tommasi, and Tinne Tuytelaars.
Does evolution cause a domain shift?
In IEEE International Conference on Computer Vision ICCV 2013
Workshop VisDA, 2013.
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[73]
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Robin Aly, Kevin McGuinness, Shu Chen, Noel E O'Connor, Ken Chatfield, Omkar
Parkhi, Relja Arandjelovic, Andrew Zisserman, Basura Fernando, Tinne
Tuytelaars, et al.
Axes at trecvid 2012: Kis, ins, and med.
In TRECVID, 2012.
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[74]
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Basura Fernando, Elisa Fromont, Damien Muselet, and Marc Sebban.
Discriminative feature fusion for image classification.
In IEEE International Conference on Computer Vision and Pattern
Recognition CVPR 2012, 2012.
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[75]
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Basura Fernando, Elisa Fromont, and Tinne Tuytelaars.
Effective use of frequent itemset mining for image classification.
In European Conference of Computer Vision 2012 ( ECCV 12),
2012.
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[76]
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Alejandro Moreno, Basura Fernando, Bismillah Kani, Sajib Saha, and Sezer
Karaoglu.
Color correction: a novel weighted von kries model based on memory
colors.
In Computational Color Imaging, pages 165--175. Springer Berlin
Heidelberg, 2011.
[ bib |
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[77]
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Alain Trémeau, Basura Fernando, Sezer Karaoglu, and Damien Muselet.
Text segmentation in natural images robust to photometric effects.
In AIC midterm meeting, pages 86--89, 2011.
[ bib |
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|
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[78]
|
Basura Fernando, Sezer Karaoglu, and Alain Trémeau.
Extreme value theory based text binarization in documents and natural
scenes.
In International Conference on Machine Vision. IEEE, 2010.
[ bib |
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[79]
|
Basura Fernando, Elisa Fromont, Damien Muselet, and Marc Sebban.
Accurate visual word construction using a supervised approach.
In 25th International Conference of Image and Vision Computing
New Zealand, New Zealand (2010), pages 1--7, 2010.
[ bib |
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[80]
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Sezer Karaoglu, Basura Fernando, and Alain Trémeau.
A novel algorithm for text detection and localization in natural
scene images.
In Digital Image Computing: Techniques and Applications (DICTA),
2010 International Conference on, pages 635--642. IEEE, 2010.
[ bib |
.pdf ]
|