Basura Fernando

发表

Transactions on Pattern Analysis and Machine Intelligence 1 Action Recognition with Dynamic Image Networks

Andrea Vedaldi, Efstratios Gavves, Hakan Bilen, 2022 .

Generalized BackPropagation, Étude De Cas: Orthogonality pdf

Basura Fernando, Mehrtash Harandi, Basura Fernando, 2016, ArXiv.

Inferring Temporal Compositions of Actions Using Probabilistic Automata

Anoop Cherian, Basura Fernando, Stephen Gould, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Self-Supervised Video Representation Learning with Odd-One-Out Networks

Efstratios Gavves, Hakan Bilen, Basura Fernando, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Mining Mid-level Features for Image Classification

Tinne Tuytelaars, Basura Fernando, Élisa Fromont, 2014, International Journal of Computer Vision.

Does evolution cause a domain shift

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2013 .

Face Super-Resolution Guided by Facial Component Heatmaps

Xin Yu, Bernard Ghanem, Richard Hartley, 2018, ECCV.

Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation pdf

Lars Petersson, Basura Fernando, Mathieu Salzmann, 2016, ArXiv.

Deep Multiple Instance Learning with Gaussian Weighting

Hakan Bilen, Basura Fernando, 2019 .

Location recognition over large time lags

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, Comput. Vis. Image Underst..

Neural Algebra of Classifiers

Anoop Cherian, Basura Fernando, Stephen Gould, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder pdf

Hakan Bilen, Basura Fernando, Arushi Goel, 2019, ArXiv.

Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-level Representation

Tinne Tuytelaars, Basura Fernando, T. Tuytelaars, 2013, 2013 IEEE International Conference on Computer Vision.

DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video pdf

Basura Fernando, Edison Marrese-Taylor, Stephen Gould, 2020, ArXiv.

Forecasting Future Sequence of Actions to Complete an Activity pdf

Basura Fernando, Yan Bin Ng, 2019, ArXiv.

A Novel Algorithm for Text Detection and Localization in Natural Scene Images

Alain Trémeau, Basura Fernando, Sezer Karaoglu, 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks

Basura Fernando, Fatih Porikli, Xin Yu, 2019, International Journal of Computer Vision.

The AXES submissions at TRECVID 2013

Cordelia Schmid, Noel E. O'Connor, Danila Potapov, 2013, TRECVID.

Dynamic Image Networks for Action Recognition

Andrea Vedaldi, Efstratios Gavves, Hakan Bilen, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Weakly Supervised Gaussian Networks for Action Detection

Hakan Bilen, Basura Fernando, Cheston Tan Yin Chet, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Learning End-to-end Video Classification with Rank-Pooling

Basura Fernando, Stephen Gould, Stephen Gould, 2016, ICML.

Unsupervised Human Action Detection by Action Matching

Basura Fernando, Stephen Gould, Sareh Shirazi, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

SPICE: Semantic Propositional Image Caption Evaluation

Basura Fernando, Mark Johnson, Stephen Gould, 2016, ECCV.

Rank Pooling for Action Recognition

Tinne Tuytelaars, Efstratios Gavves, Basura Fernando, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Action Anticipation with RBF Kernelized Feature Mapping RNN

Richard Hartley, Basura Fernando, Yuge Shi, 2018, ECCV.

On Differentiating Parameterized Argmin and Argmax Problems with Application to Bi-level Optimization pdf

Anoop Cherian, Basura Fernando, Stephen Gould, 2016, ArXiv.

Subspace Alignment For Domain Adaptation pdf

Tinne Tuytelaars, Marc Sebban, Amaury Habrard, 2014, ArXiv.

Min-Max Statistical Alignment for Transfer Learning

Richard Nock, Basura Fernando, Mehrtash Harandi, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Color Correction: A Novel Weighted Von Kries Model Based on Memory Colors

Sajib Saha, Basura Fernando, Alejandro Moreno, 2011, CCIW.

Injecting Prior Knowledge into Image Caption Generation

Hakan Bilen, Basura Fernando, Arushi Goel, 2020, ECCV Workshops.

Supervised learning of Gaussian mixture models for visual vocabulary generation

Marc Sebban, Damien Muselet, Basura Fernando, 2012, Pattern Recognit..

Text segmentation in natural images robust to photometric effects

Alain Trémeau, Damien Muselet, Basura Fernando, 2011 .

Guiding the Long-Short Term Memory Model for Image Caption Generation

Xu Jia, Tinne Tuytelaars, Efstratios Gavves, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Unsupervised Domain Adaptation Based on Subspace Alignment

Tinne Tuytelaars, Rémi Emonet, Marc Sebban, 2017, Domain Adaptation in Computer Vision Applications.

Forecasting Future Action Sequences With Attention: A New Approach to Weakly Supervised Action Forecasting

Basura Fernando, Yan Bin Ng, Basura Fernando, 2019, IEEE Transactions on Image Processing.

Joint cross-domain classification and subspace learning pdf

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, ArXiv.

Unsupervised Visual Domain Adaptation Using Subspace Alignment

Tinne Tuytelaars, Marc Sebban, Amaury Habrard, 2013, 2013 IEEE International Conference on Computer Vision.

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes

Richard Hartley, Basura Fernando, Fatih Porikli, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Effective Use of Frequent Itemset Mining for Image Classification

Tinne Tuytelaars, Basura Fernando, Élisa Fromont, 2012, ECCV.

Human Action Sequence Classification pdf

Basura Fernando, Yan Bin Ng, Basura Fernando, 2019, ArXiv.

Guiding Long-Short Term Memory for Image Caption Generation pdf

Xu Jia, Tinne Tuytelaars, Efstratios Gavves, 2015, ArXiv.

Object Class Detection and Classification using Multi Scale Gradient and Corner Point based Shape Descriptors pdf

Sajib Saha, Basura Fernando, Sezer Karaoglu, 2015, ArXiv.

Discriminative Hierarchical Rank Pooling for Activity Recognition

Marcus Hutter, Basura Fernando, Stephen Gould, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Discriminative feature fusion for image classification

Marc Sebban, Damien Muselet, Basura Fernando, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Discriminatively Learned Hierarchical Rank Pooling Networks

Basura Fernando, Stephen Gould, Stephen Gould, 2017, International Journal of Computer Vision.

VIENA2: A Driving Anticipation Dataset pdf

Lars Petersson, Basura Fernando, Mathieu Salzmann, 2018, ACCV.

Action Anticipation By Predicting Future Dynamic Images pdf

Hongdong Li, Basura Fernando, Cristian Rodriguez Opazo, 2018, ECCV Workshops.

Using temporal information for recognizing actions from still images

Basura Fernando, Mehrtash Harandi, Samitha Herath, 2019, Pattern Recognit..

Encouraging LSTMs to Anticipate Actions Very Early

Lars Petersson, Basura Fernando, Mathieu Salzmann, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

MidRank: Learning to rank based on subsequences pdf

Tinne Tuytelaars, Efstratios Gavves, Damien Muselet, 2015, ArXiv.

Color features for dating historical color images

Tinne Tuytelaars, Damien Muselet, Basura Fernando, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network pdf

Basura Fernando, Haziq Razali, Basura Fernando, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW).

Automated Quality Assessment of Colour Fundus Images for Diabetic Retinopathy Screening in Telemedicine

Sajib Saha, Di Xiao, Yogesan Kanagasingam, 2018, Journal of Digital Imaging.

Detecting Text in Natural Scenes Based on a Reduction of Photometric Effects: Problem of Text Detection

Alain Trémeau, Damien Muselet, Basura Fernando, 2011, CCIW.

Joint cross-domain classification and subspace learning for unsupervised adaptation

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, Pattern Recognit. Lett..

FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition pdf

Basura Fernando, Debaditya Roy, Vinoj Jayasundara, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening pdf

Sajib Saha, Di Xiao, Yogesan Kanagasingam, 2017, ArXiv.

AXES at TRECVid 2013

Cordelia Schmid, Noel E. O'Connor, Danila Potapov, 2013 .

Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes

Xin Yu, Richard Hartley, Fatih Murat Porikli, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Extreme value theory based text binarization in documents and natural scenes

Alain Trémeau, Basura Fernando, Sezer Karaoglu, 2010 .

What do CNNs gain by imitating the visual development of primate infants?

Basura Fernando, Dongkyu Choi, Shantanu Jaiswal, 2020, BMVC.

DeepPermNet: Visual Permutation Learning

Anoop Cherian, Basura Fernando, Stephen Gould, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Generalized Rank Pooling for Activity Recognition

Anoop Cherian, Basura Fernando, Stephen Gould, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Local Alignments for Fine-Grained Categorization

Arnold W. M. Smeulders, Cees Snoek, Tinne Tuytelaars, 2014, International Journal of Computer Vision.

Kernel Support Vector Machines and Convolutional Neural Networks

Richard Hartley, Basura Fernando, Shihao Jiang, 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).

Learning to Rank Based on Subsequences

Tinne Tuytelaars, Efstratios Gavves, Damien Muselet, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Visual Permutation Learning

Anoop Cherian, Basura Fernando, Stephen Gould, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Modeling video evolution for action recognition

Tinne Tuytelaars, Efstratios Gavves, Basura Fernando, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Dataset fingerprints: Exploring image collections through data mining

Frank Dellaert, Tinne Tuytelaars, Basura Fernando, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Fine-Grained Categorization by Alignments

Arnold W. M. Smeulders, Cees Snoek, Tinne Tuytelaars, 2013, 2013 IEEE International Conference on Computer Vision.

Guided Open Vocabulary Image Captioning with Constrained Beam Search

Basura Fernando, Mark Johnson, Stephen Gould, 2016, EMNLP.

LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach pdf

Hiroya Takamura, Basura Fernando, Edison Marrese-Taylor, 2021, ArXiv.

Action Forecasting with Feature-wise Self-Attention pdf

Basura Fernando, Yan Bin Ng, Basura Fernando, 2021, arXiv.org.

Weakly supervised action segmentation with effective use of attention and self-attention

Basura Fernando, Yan Bin Ng, Basura Fernando, 2021, Comput. Vis. Image Underst..

TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs

Basura Fernando, Cheston Tan, Shantanu Jaiswal, 2021, ArXiv.

Neural Feature Matching in Implicit 3D Representations

Thomas Mensink, Efstratios Gavves, Hakan Bilen, 2021, ICML.

Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation pdf

Frank Keller, Hakan Bilen, Basura Fernando, 2021, ArXiv.

Anticipating human actions by correlating past with the future with Jaccard similarity measures

Basura Fernando, Samitha Herath, Basura Fernando, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Action Anticipation Using Pairwise Human-Object Interactions and Transformers

Basura Fernando, Debaditya Roy, Basura Fernando, 2021, IEEE Transactions on Image Processing.

Deep Learning Based Decision Support System for Automated Diagnosis of Age-related Macular Degeneration (AMD)

Sajib Saha, Yogesan Kanagasingam, Basura Fernando, 2017 .

Deep Learning for Automatic Detection and Classification of Microaneurysms, Hard and Soft Exudates, and Hemorrhages for Diabetic Retinopathy Diagnosis

Sajib Saha, Yogesan Kanagasingam, Basura Fernando, 2016 .