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2020 – today
- 2020
[j14]Xin Yu
, Fatih Porikli, Basura Fernando, Richard Hartley:
Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks. Int. J. Comput. Vis. 128(2): 500-526 (2020)- [j13]Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli:
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 42(11): 2926-2943 (2020) - [j12]Yan Bin Ng, Basura Fernando:
Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting. IEEE Trans. Image Process. 29: 8880-8891 (2020) - [c39]Shantanu Jaiswal, Dongkyu Choi, Basura Fernando:
What do CNNs gain by imitating the visual development of primate infants? BMVC 2020 - [c38]Shantanu Jaiswal, Dongkyu Choi, Basura Fernando:
How does simulating aspects of primate infant visual development inform training of CNNs? CogSci 2020 - [c37]Desmond Ong, Marie Therese Quieta, Basura Fernando:
Intention Inference in a Dynamic Multi-Goal Environment. CogSci 2020 - [c36]Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould:
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CVPR Workshops 2020: 1514-1522 - [c35]Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen:
Injecting Prior Knowledge into Image Caption Generation. ECCV Workshops (2) 2020: 369-385 - [c34]Basura Fernando, Cheston Tan Yin Chet, Hakan Bilen:
Weakly Supervised Gaussian Networks for Action Detection. WACV 2020: 526-535 - [i32]Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould:
Inferring Temporal Compositions of Actions Using Probabilistic Automata. CoRR abs/2004.13217 (2020) - [i31]Cristian Rodriguez Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould:
DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video. CoRR abs/2010.06260 (2020) - [i30]Vinoj Jayasundara, Debaditya Roy, Basura Fernando:
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. CoRR abs/2011.03958 (2020) - [i29]Haziq Razali, Basura Fernando:
A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network. CoRR abs/2012.06123 (2020)
2010 – 2019
- 2019
- [j11]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
Visual Permutation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41(12): 3100-3114 (2019) - [j10]Samitha Herath, Basura Fernando, Mehrtash Harandi:
Using temporal information for recognizing actions from still images. Pattern Recognit. 96 (2019) - [c33]Samitha Herath, Mehrtash Harandi, Basura Fernando, Richard Nock:
Min-Max Statistical Alignment for Transfer Learning. CVPR 2019: 9288-9297 - [i28]Basura Fernando, Cheston Tan Yin Chet, Hakan Bilen:
Weakly Supervised Gaussian Networks for Action Detection. CoRR abs/1904.07774 (2019) - [i27]Yan Bin Ng, Basura Fernando:
Human Action Sequence Classification. CoRR abs/1910.02602 (2019) - [i26]Yuge Shi, Basura Fernando, Richard I. Hartley:
Action Anticipation with RBF Kernelized Feature Mapping RNN. CoRR abs/1911.07806 (2019) - [i25]Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen:
Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder. CoRR abs/1911.10082 (2019) - [i24]Yan Bin Ng, Basura Fernando:
Forecasting Future Sequence of Actions to Complete an Activity. CoRR abs/1912.04608 (2019) - 2018
- [j9]Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam:
Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine. J. Digit. Imaging 31(6): 869-878 (2018) - [j8]Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi:
Action Recognition with Dynamic Image Networks. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 2799-2813 (2018) - [c32]Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson:
VIENA ^2 : A Driving Anticipation Dataset. ACCV (1) 2018: 449-466 - [c31]Xin Yu, Basura Fernando, Richard Hartley, Fatih Porikli:
Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes. CVPR 2018: 908-917 - [c30]Shihao Jiang, Richard Hartley, Basura Fernando:
Kernel Support Vector Machines and Convolutional Neural Networks. DICTA 2018: 1-7 - [c29]Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li:
Action Anticipation by Predicting Future Dynamic Images. ECCV Workshops (3) 2018: 89-105 - [c28]Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley:
Face Super-Resolution Guided by Facial Component Heatmaps. ECCV (9) 2018: 219-235 - [c27]Yuge Shi, Basura Fernando, Richard Hartley:
Action Anticipation with RBF Kernelized Feature Mapping RNN. ECCV (10) 2018: 305-322 - [c26]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
Neural Algebra of Classifiers. WACV 2018: 729-737 - [i23]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
Neural Algebra of Classifiers. CoRR abs/1801.08676 (2018) - [i22]Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li:
Action Anticipation By Predicting Future Dynamic Images. CoRR abs/1808.00141 (2018) - [i21]Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson:
VIENA2: A Driving Anticipation Dataset. CoRR abs/1810.09044 (2018) - 2017
- [j7]Basura Fernando, Stephen Gould:
Discriminatively Learned Hierarchical Rank Pooling Networks. Int. J. Comput. Vis. 124(3): 335-355 (2017) - [j6]Basura Fernando, Efstratios Gavves, José Oramas Mogrovejo, Amir Ghodrati, Tinne Tuytelaars:
Rank Pooling for Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 39(4): 773-787 (2017) - [c25]Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould:
Generalized Rank Pooling for Activity Recognition. CVPR 2017: 1581-1590 - [c24]Basura Fernando, Sareh Shirazi, Stephen Gould:
Unsupervised Human Action Detection by Action Matching. CVPR Workshops 2017: 1604-1612 - [c23]Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould:
Self-Supervised Video Representation Learning with Odd-One-Out Networks. CVPR 2017: 5729-5738 - [c22]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
DeepPermNet: Visual Permutation Learning. CVPR 2017: 6044-6052 - [c21]Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould:
Guided Open Vocabulary Image Captioning with Constrained Beam Search. EMNLP 2017: 936-945 - [c20]Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson:
Encouraging LSTMs to Anticipate Actions Very Early. ICCV 2017: 280-289 - [p1]Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, Tinne Tuytelaars:
Unsupervised Domain Adaptation Based on Subspace Alignment. Domain Adaptation in Computer Vision Applications 2017: 81-94 - [i20]Sajib Kumar Saha, Basura Fernando, Jorge Cuadros, Di Xiao, Yogesan Kanagasingam:
Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening. CoRR abs/1703.02511 (2017) - [i19]Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson:
Encouraging LSTMs to Anticipate Actions Very Early. CoRR abs/1703.07023 (2017) - [i18]Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould:
Generalized Rank Pooling for Activity Recognition. CoRR abs/1704.02112 (2017) - [i17]Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould:
DeepPermNet: Visual Permutation Learning. CoRR abs/1704.02729 (2017) - [i16]Basura Fernando, Stephen Gould:
Discriminatively Learned Hierarchical Rank Pooling Networks. CoRR abs/1705.10420 (2017) - 2016
- [c19]Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould:
Discriminative Hierarchical Rank Pooling for Activity Recognition. CVPR 2016: 1924-1932 - [c18]Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould:
Dynamic Image Networks for Action Recognition. CVPR 2016: 3034-3042 - [c17]Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould:
SPICE: Semantic Propositional Image Caption Evaluation. ECCV (5) 2016: 382-398 - [c16]Basura Fernando, Stephen Gould:
Learning End-to-end Video Classification with Rank-Pooling. ICML 2016: 1187-1196 - [i15]Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, Edison Guo:
On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization. CoRR abs/1607.05447 (2016) - [i14]Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould:
SPICE: Semantic Propositional Image Caption Evaluation. CoRR abs/1607.08822 (2016) - [i13]Mohammad Sadegh Ali Akbarian, Fatemehsadat Saleh, Basura Fernando, Mathieu Salzmann, Lars Petersson, Lars Andersson:
Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation. CoRR abs/1611.05520 (2016) - [i12]Mehrtash Harandi, Basura Fernando:
Generalized BackPropagation, Étude De Cas: Orthogonality. CoRR abs/1611.05927 (2016) - [i11]Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould:
Self-Supervised Video Representation Learning With Odd-One-Out Networks. CoRR abs/1611.06646 (2016) - [i10]Basura Fernando, Sareh Shirazi, Stephen Gould:
Unsupervised Human Action Detection by Action Matching. CoRR abs/1612.00558 (2016) - [i9]Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould:
Guided Open Vocabulary Image Captioning with Constrained Beam Search. CoRR abs/1612.00576 (2016) - [i8]Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi:
Action Recognition with Dynamic Image Networks. CoRR abs/1612.00738 (2016) - 2015
- [j5]Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars:
Location recognition over large time lags. Comput. Vis. Image Underst. 139: 21-28 (2015) - [j4]Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars:
Local Alignments for Fine-Grained Categorization. Int. J. Comput. Vis. 111(2): 191-212 (2015) - [j3]Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars:
Joint cross-domain classification and subspace learning for unsupervised adaptation. Pattern Recognit. Lett. 65: 60-66 (2015) - [c15]Konstantinos Rematas, Basura Fernando, Frank Dellaert, Tinne Tuytelaars:
Dataset fingerprints: Exploring image collections through data mining. CVPR 2015: 4867-4875 - [c14]Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars:
Modeling video evolution for action recognition. CVPR 2015: 5378-5387 - [c13]Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars:
Guiding the Long-Short Term Memory Model for Image Caption Generation. ICCV 2015: 2407-2415 - [c12]Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars:
Learning to Rank Based on Subsequences. ICCV 2015: 2785-2793 - [i7]Basura Fernando, Sezer Karaoglu, Sajib Kumar Saha:
Object Class Detection and Classification using Multi Scale Gradient and Corner Point based Shape Descriptors. CoRR abs/1505.00432 (2015) - [i6]Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars:
Guiding Long-Short Term Memory for Image Caption Generation. CoRR abs/1509.04942 (2015) - [i5]Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars:
MidRank: Learning to rank based on subsequences. CoRR abs/1511.08951 (2015) - [i4]Basura Fernando, Efstratios Gavves, José Oramas M., Amir Ghodrati, Tinne Tuytelaars:
Rank Pooling for Action Recognition. CoRR abs/1512.01848 (2015) - 2014
- [j2]Basura Fernando, Élisa Fromont, Tinne Tuytelaars:
Mining Mid-level Features for Image Classification. Int. J. Comput. Vis. 108(3): 186-203 (2014) - [c11]Basura Fernando, Damien Muselet, Rahat Khan, Tinne Tuytelaars:
Color features for dating historical color images. ICIP 2014: 2589-2593 - [i3]Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars:
Subspace Alignment For Domain Adaptation. CoRR abs/1409.5241 (2014) - [i2]Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars:
Lost in the Past: Recognizing Locations Over Large Time Lags. CoRR abs/1409.7556 (2014) - [i1]Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars:
Joint cross-domain classification and subspace learning. CoRR abs/1411.4491 (2014) - 2013
- [c10]Efstratios Gavves, Basura Fernando, Cees G. M. Snoek, Arnold W. M. Smeulders, Tinne Tuytelaars:
Fine-Grained Categorization by Alignments. ICCV 2013: 1713-1720 - [c9]Basura Fernando, Tinne Tuytelaars:
Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation. ICCV 2013: 2544-2551 - [c8]Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars:
Unsupervised Visual Domain Adaptation Using Subspace Alignment. ICCV 2013: 2960-2967 - [c7]Robin Aly, Relja Arandjelovic, Ken Chatfield, Matthijs Douze, Basura Fernando, Zaïd Harchaoui, Kevin McGuinness, Noel E. O'Connor, Dan Oneata, Omkar M. Parkhi, Danila Potapov, Jérôme Revaud, Cordelia Schmid, Jochen Schwenninger, David Scott, Tinne Tuytelaars, Jakob Verbeek, Heng Wang, Andrew Zisserman:
The AXES submissions at TRECVID 2013. TRECVID 2013 - 2012
- [j1]Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban:
Supervised learning of Gaussian mixture models for visual vocabulary generation. Pattern Recognit. 45(2): 897-907 (2012) - [c6]Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban:
Discriminative feature fusion for image classification. CVPR 2012: 3434-3441 - [c5]Basura Fernando, Élisa Fromont, Tinne Tuytelaars:
Effective Use of Frequent Itemset Mining for Image Classification. ECCV (1) 2012: 214-227 - [c4]Robin Aly, Kevin McGuinness, Shu Chen, Noel E. O'Connor, Ken Chatfield, Omkar M. Parkhi, Relja Arandjelovic, Andrew Zisserman, Basura Fernando, Tinne Tuytelaars, Dan Oneata, Matthijs Douze, Jérôme Revaud, Jochen Schwenninger, Danila Potapov, Heng Wang, Zaïd Harchaoui, Jakob Verbeek, Cordelia Schmid:
AXES at TRECVID 2012: KIS, INS, and MED. TRECVID 2012 - 2011
- [c3]Alejandro Moreno, Basura Fernando, Bismillah Kani, Sajib Saha, Sezer Karaoglu:
Color Correction: A Novel Weighted Von Kries Model Based on Memory Colors. CCIW 2011: 165-175 - [c2]Alain Trémeau, Basura Fernando, Sezer Karaoglu, Damien Muselet:
Detecting Text in Natural Scenes Based on a Reduction of Photometric Effects: Problem of Text Detection. CCIW 2011: 230-244 - 2010
- [c1]Sezer Karaoglu, Basura Fernando, Alain Trémeau:
A Novel Algorithm for Text Detection and Localization in Natural Scene Images. DICTA 2010: 635-642
Coauthor Index
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