Basura Fernando

Most-cited papers

SPICE: Semantic Propositional Image Caption Evaluation
Peter Anderson, Basura Fernando, Mark Johnson, S. Gould
2016European Conference on Computer Vision2,415 citations
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Unsupervised Visual Domain Adaptation Using Subspace Alignment
Basura Fernando, Amaury Habrard, M. Sebban, T. Tuytelaars
2013IEEE International Conference on Computer Vision1,386 citations Open access
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UvA-DARE (Digital Academic Repository) Dynamic Image Networks for Action Recognition
Hakan Bilen, Basura Fernando, E. Gavves, A. Vedaldi +1 more
2016564 citations
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Modeling video evolution for action recognition
Basura Fernando, E. Gavves, M. J. Oramas, Amir Ghodrati +1 more
2015Computer Vision and Pattern Recognition557 citations Open access
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Guiding the Long-Short Term Memory Model for Image Caption Generation
Xu Jia, E. Gavves, Basura Fernando, T. Tuytelaars
2015IEEE International Conference on Computer Vision381 citations Open access
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Rank Pooling for Action Recognition
Basura Fernando, E. Gavves, José Oramas, Amir Ghodrati +1 more
2015IEEE Transactions on Pattern Analysis and Machine Intelligence314 citations Open access
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Guided Open Vocabulary Image Captioning with Constrained Beam Search
Peter Anderson, Basura Fernando, Mark Johnson, S. Gould
2016Conference on Empirical Methods in Natural Language Processing260 citations Open access
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On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization
S. Gould, Basura Fernando, A. Cherian, Peter Anderson +2 more
2016arXiv.org254 citations
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Face Super-Resolution Guided by Facial Component Heatmaps
Xin Yu, Basura Fernando, Bernard Ghanem, F. Porikli +1 more
2018European Conference on Computer Vision241 citations
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Fine-Grained Categorization by Alignments
E. Gavves, Basura Fernando, Cees G. M. Snoek, A. Smeulders +1 more
2013IEEE International Conference on Computer Vision200 citations Open access
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Encouraging LSTMs to Anticipate Actions Very Early
M. S. Aliakbarian, F. Saleh, M. Salzmann, Basura Fernando +2 more
2017IEEE International Conference on Computer Vision184 citations Open access
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Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes
Xin Yu, Basura Fernando, R. Hartley, F. Porikli
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition173 citations
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Discriminative Hierarchical Rank Pooling for Activity Recognition
Basura Fernando, Peter Anderson, Marcus Hutter, S. Gould
2016Computer Vision and Pattern Recognition113 citations
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DeepPermNet: Visual Permutation Learning
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
2017Computer Vision and Pattern Recognition109 citations Open access
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Guiding Long-Short Term Memory for Image Caption Generation
Xu Jia, E. Gavves, Basura Fernando, T. Tuytelaars
2015arXiv.org104 citations
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Learning End-to-end Video Classification with Rank-Pooling
Basura Fernando, S. Gould
2016International Conference on Machine Learning96 citations
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Effective Use of Frequent Itemset Mining for Image Classification
Basura Fernando, Élisa Fromont, T. Tuytelaars
2012European Conference on Computer Vision89 citations Open access
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Action Anticipation with RBF Kernelized Feature Mapping RNN
Yuge Shi, Basura Fernando, R. Hartley
2018European Conference on Computer Vision87 citations
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Generalized Rank Pooling for Activity Recognition
A. Cherian, Basura Fernando, Mehrtash Harandi, S. Gould
2017Computer Vision and Pattern Recognition87 citations Open access
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Mining Mid-level Features for Image Classification
Basura Fernando, Élisa Fromont, T. Tuytelaars
2014International Journal of Computer Vision86 citations Open access
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Local Alignments for Fine-Grained Categorization
E. Gavves, Basura Fernando, Cees G. M. Snoek, A. Smeulders +1 more
2014International Journal of Computer Vision81 citations Open access
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Subspace Alignment For Domain Adaptation
Basura Fernando, Amaury Habrard, M. Sebban, T. Tuytelaars
2014arXiv.org76 citations
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Anticipating human actions by correlating past with the future with Jaccard similarity measures
Basura Fernando, Samitha Herath
2021Computer Vision and Pattern Recognition73 citations Open access
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Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine
Sajib Saha, Basura Fernando, Jorge A. Cuadros, D. Xiao +1 more
2018Journal of digital imaging70 citations Open access
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Visual Permutation Learning
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
2019IEEE Transactions on Pattern Analysis and Machine Intelligence67 citations
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Action Anticipation By Predicting Future Dynamic Images
Cristian Rodriguez-Opazo, Basura Fernando, Hongdong Li
2018ECCV Workshops66 citations Open access
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Generalized BackPropagation, Étude De Cas: Orthogonality
Mehrtash Harandi, Basura Fernando
2016arXiv.org64 citations
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Joint cross-domain classification and subspace learning for unsupervised adaptation
Basura Fernando, T. Tommasi, T. Tuytelaars
2014Pattern Recognition Letters60 citations Open access
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VIENA2: A Driving Anticipation Dataset
M. S. Aliakbarian, F. Saleh, M. Salzmann, Basura Fernando +2 more
2018Asian Conference on Computer Vision53 citations Open access
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Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation
Basura Fernando, T. Tuytelaars
2013IEEE International Conference on Computer Vision52 citations Open access
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Interaction Region Visual Transformer for Egocentric Action Anticipation
Debaditya Roy, Ramanathan Rajendiran, Basura Fernando
2022IEEE Workshop/Winter Conference on Applications of Computer Vision51 citations Open access
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Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes
Xin Yu, Basura Fernando, R. Hartley, F. Porikli
2020IEEE Transactions on Pattern Analysis and Machine Intelligence51 citations
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Supervised learning of Gaussian mixture models for visual vocabulary generation
Basura Fernando, Élisa Fromont, D. Muselet, M. Sebban
2012Pattern Recognition47 citations
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Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks
Xin Yu, F. Porikli, Basura Fernando, R. Hartley
2019International Journal of Computer Vision43 citations
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Action Anticipation Using Pairwise Human-Object Interactions and Transformers
Debaditya Roy, Basura Fernando
2021IEEE Transactions on Image Processing41 citations
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Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation
A. Goel, Basura Fernando, Frank Keller, Hakan Bilen
2021Computer Vision and Pattern Recognition39 citations Open access
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The AXES submissions at TRECVID 2013
Robin Aly, Relja Arandjelović, Ken Chatfield, Matthijs Douze +15 more
2013TREC Video Retrieval Evaluation38 citations
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Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting
Y. Ng, Basura Fernando
2019IEEE Transactions on Image Processing36 citations Open access
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AXES at TRECVID 2012: KIS, INS, and MED
Robin Aly, Kevin McGuinness, Shu Chen, N. O'Connor +15 more
2012TREC Video Retrieval Evaluation35 citations
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3D Equivariant Graph Implicit Functions
Yun-Lu Chen, Basura Fernando, Hakan Bilen, Matthias Niessner +1 more
2022European Conference on Computer Vision31 citations Open access
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Dataset fingerprints: Exploring image collections through data mining
Konstantinos Rematas, Basura Fernando, F. Dellaert, T. Tuytelaars
2015Computer Vision and Pattern Recognition29 citations Open access
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Location recognition over large time lags
Basura Fernando, T. Tommasi, T. Tuytelaars
2014Computer Vision and Image Understanding29 citations Open access
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Predicting the Next Action by Modeling the Abstract Goal
Debaditya Roy, Basura Fernando
2022International Conference on Pattern Recognition28 citations Open access
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TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs
Shantanu Jaiswal, Basura Fernando, Cheston Tan
2021European Conference on Computer Vision25 citations Open access
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Weakly Supervised Gaussian Networks for Action Detection
Basura Fernando, Cheston Tan Yin Chet, Hakan Bilen
2019IEEE Workshop/Winter Conference on Applications of Computer Vision25 citations Open access
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Color features for dating historical color images
Basura Fernando, D. Muselet, Rahat Khan, T. Tuytelaars
2014International Conference on Information Photonics25 citations Open access
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Discriminatively Learned Hierarchical Rank Pooling Networks
Basura Fernando, S. Gould
2017International Journal of Computer Vision24 citations
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Action anticipation using latent goal learning
Debaditya Roy, Basura Fernando
2022IEEE Workshop/Winter Conference on Applications of Computer Vision23 citations
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Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks
S. Loh, Debaditya Roy, Basura Fernando
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)18 citations
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Neural Algebra of Classifiers
Rodrigo Santa Cruz, Basura Fernando, A. Cherian, S. Gould
2018IEEE Workshop/Winter Conference on Applications of Computer Vision15 citations Open access
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