Book Chapters (1)

[1] Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, and Tinne Tuytelaars. Unsupervised Domain Adaptation Based on Subspace Alignment, pages 81--94. Springer International Publishing, Cham, 2017. [ bib | DOI ]

Journals (14) (TPAMI=4, IJCV=4, PR=2, CVIU=1, PRL=1, TIP=1)

[2] 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 | http ]
[3] 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 ]
[4] 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 ]
[5] 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 ]
[6] 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 ]
[7] 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 ]
[8] 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 ]
[9] Basura Fernando and Stephen Gould. Discriminatively learned hierarchical rank pooling networks. International Journal of Computer Vision, 0(0):1--22, 2017. [ bib | http ]
[10] 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 ]
[11] Basura Fernando, Tatiana Tommasi, and Tinne Tuytelaars. Location recognition over large time lags. Computer Vision and Image Understanding, 139:21--28, 2015. [ bib | http ]
[12] 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 ]
[13] 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 ]
[14] 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 ]
[15] 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 ]

Conferences (38) (CVPR=11, ICCV=6, ECCV=4, WACV=2, ICML=1, EMNLP=1, BMVC=1, ACCV=1)

[16] 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 ]
[17] 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 | http ]
[18] 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. [ bib | .pdf ]
[19] 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. [ bib | .pdf ]
[20] 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. [ bib | .pdf ]
[21] 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. [ bib | .pdf ]
[22] 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. [ bib | .pdf ]
[23] 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. [ bib | http ]
[24] 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. [ bib | .pdf ]
[25] 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 | .pdf ]
[26] 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 | .pdf ]
[27] 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. [ bib | .pdf ]
[28] 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. [ bib | http ]
[29] 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. [ bib | .pdf ]
[30] 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. [ bib | .pdf ]
[31] 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. [ bib | .pdf ]
[32] 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. [ bib | .pdf ]
[33] 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. [ bib | .pdf ]
[34] 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. [ bib | .pdf ]
[35] 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 Recognition CVPR 2016, 2016. [ bib | .pdf ]
[36] Basura Fernando and Stephen Gould. Learning end-to-end video classification with rank-pooling. In International Conference on Machine Learning ICML 2016, 2016. [ bib | .pdf ]
[37] 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. [ bib | .pdf ]
[38] 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. [ bib | .pdf ]
[39] 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, 2015. [ bib | .pdf ]
[40] 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. [ bib | .pdf ]
[41] 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. [ bib | .pdf ]
[42] 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. [ bib | .pdf ]
[43] 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. [ bib | .pdf ]
[44] 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. [ bib | .pdf ]
[45] 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. [ bib | .pdf ]
[46] 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. [ bib | .pdf ]
[47] 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. [ bib | .pdf ]
[48] 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. [ bib | http ]
[49] 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. [ bib | .pdf ]
[50] 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. [ bib | .pdf ]
[51] 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 | .pdf ]
[52] 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 | http ]
[53] 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 | .pdf ]
[54] 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 | http ]
[55] 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 ]

Technical Reports (2)

[56] Stephen Gould, Basura Fernando, Anoop Cherian, Peter Anderson, Rodrigo Santa Cruz, and Edison Guo. On differentiating parameterized argmin and argmax problems with application to bi-level optimization. arXiv:1607.05447, 2016. [ bib | http ]
[57] Basura Fernando, Amaury Habrard, Marc Sebban, and Tinne Tuytelaars. Subspace alignment for domain adaptation. arXiv preprint arXiv:1409.5241, 2014. [ bib | http ]

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