Antonio Robles-Kelly

Xuequan Lu

Gang Li

Salma P. González-Sabbagh

IEEE Trans. Vis. Comput. Graph., August, 2024

DGD-cGAN: A dual generator for image dewatering and restoration.

[BibT_eX]

[DOI]

Shang Gao

Pattern Recognit., April, 2024

H-CapsNet: A capsule network for hierarchical image classification.

[BibT_eX]

[DOI]

Khondaker Tasrif Noor

Pattern Recognit., March, 2024

Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images.

[BibT_eX]

[DOI]

Multim. Tools Appl., March, 2024

Robust visual question answering via semantic cross modal augmentation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., January, 2024

The SARFish Dataset and Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

StraightPCF: Straight Point Cloud Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Graph classification via discriminative edge feature learning.

[BibT_eX]

[DOI]

Pattern Recognit., November, 2023

Robust federated learning under statistical heterogeneity via Hessian spectral decomposition.

[BibT_eX]

[DOI]

Pattern Recognit., September, 2023

Deterministic sampling in heterogeneous graph neural networks.

[BibT_eX]

[DOI]

Fatemeh Ansarizadeh

David B. H. Tay

Pattern Recognit. Lett., August, 2023

Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning.

[BibT_eX]

[DOI]

Neural Networks, August, 2023

Robust federated learning under statistical heterogeneity via hessian-weighted aggregation.

[BibT_eX]

[DOI]

Mach. Learn., February, 2023

PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification.

[BibT_eX]

[DOI]

Salma P. González-Sabbagh

Knowl. Based Syst., 2023

Online Video Super-resolution using Information Replenishing Unidirectional Recurrent Model.

[BibT_eX]

[DOI]

Arbind Agrahari Baniya

Neurocomputing, 2023

A Survey on Underwater Computer Vision.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

On the Behaviour of Pulsed Qubits and their Application to Feed Forward Networks.

[BibT_eX]

[DOI]

Matheus Moraes Hammes

CoRR, 2023

Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Weighted Point Cloud Normal Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

A Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2023

Contrastive Learning for Ship Classification Using Real and Complex SAR Imagery.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

A Bottom-Up Capsule Network for Hierarchical Image Classification.

[BibT_eX]

[DOI]

Khondaker Tasrif Noor

Leo Yu Zhang

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

IterativePFN: True Iterative Point Cloud Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Hessian-Based Federated Learning Approach to Tackle Statistical Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

AI-based carcinoma detection and classification using histopathological images: A systematic review.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation.

[BibT_eX]

[DOI]

Syed Saud Naqvi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Capsule Network for Hierarchical Multi-label Image Classification.

[BibT_eX]

[DOI]

Khondaker Tasrif Noor

Brano Kusy

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

A Generic Enhancer for Backdoor Attacks on Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Deep Point Cloud Normal Estimation Via Triplet Learning.

[BibT_eX]

[DOI]

Weijia Wang

Xuequan Lu

Xiao Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Deep Point Cloud Normal Estimation via Triplet Learning (Demonstration).

[BibT_eX]

[DOI]

Weijia Wang

Xuequan Lu

Xiao Liu

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

An Analysis of Logic Rule Dissemination in Sentiment Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

<i>Marine-tree: </i> A Large-scale Marine Organisms Dataset for Hierarchical Image Classification.

[BibT_eX]

[DOI]

Tanya Boone-Sifuentes

Imran Razzak

Daniel Ierodiaconou

Elizabeth S. Oh

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Revisiting Spatio-Angular Trade-off in Light Field Cameras and Extended Applications in Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Towards a deep learning-driven intrusion detection approach for Internet of Things.

[BibT_eX]

[DOI]

Comput. Networks, 2021

RipDet: A Fast and Lightweight Deep Neural Network for Rip Currents Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Robust Neural Regression via Uncertainty Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Syed Saud Naqvi

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Single-image Object Classification Based on Illuminette Construction from Shadow Imaging.

[BibT_eX]

[DOI]

Lyle Collins

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Full View Optical Flow Estimation Leveraged From Light Field Superpixel.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Toward a Deep Learning-Driven Intrusion Detection Approach for Internet of Things.

[BibT_eX]

[DOI]

CoRR, 2020

Hierarchically Fair Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling.

[BibT_eX]

[DOI]

CoRR, 2020

Machine Learning for Financial Risk Management: A Survey.

[BibT_eX]

[DOI]

IEEE Access, 2020

Machine Learning: Quantum vs Classical.

[BibT_eX]

[DOI]

Mohammad Sadegh Aliakbarian

IEEE Access, 2020

Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network.

[BibT_eX]

[DOI]

Mehrdad Shoeiby

Lars Petersson

Mohammad Ali Armin

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Residual Multiscale Full Convolutional Network (RM-FCN) for High Resolution Semantic Segmentation of Retinal Vasculature.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Feature Extraction Functions for Neural Logic Rule Learning.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Augmenting Graph Convolutional Neural Networks with Highpass Filters.

[BibT_eX]

[DOI]

Fatemeh Ansarizadeh

David B. H. Tay

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

Bias-regularised Neural-Network Metamodelling of Insurance Portfolio Risk.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Patch-Based Human Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

RipNet: A Lightweight One-Class Deep Neural Network for the Identification of RIP Currents.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Syed Saud Naqvi

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Derivative-Free Method for Quantum Perceptron Training in Multi-layered Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Feature-Extracting Functions for Neural Logic Rule Learning.

[BibT_eX]

[DOI]

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Max-Variance Convolutional Neural Network Model Compression.

[BibT_eX]

[DOI]

Tanya Boone-Sifuentes

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Crystal-Ball and Magic Wand Combined: Predicting Situations and Making Them Happen.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computer and Communication Networks, 2020

2019

Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Learning-Based Intrusion Detection for IoT Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Pacific Rim International Symposium on Dependable Computing, 2019

Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training.

[BibT_eX]

[DOI]

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Learning to Minify Photometric Stereo.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

A factor graph evidence combining approach to image defogging.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Context Free Band Reduction Using a Convolutional Neural Network.

[BibT_eX]

[DOI]

Jose M. Alvarez

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

A Frequency Domain Neural Network for Fast Image Super-resolution.

[BibT_eX]

[DOI]

Junxuan Li

Shaodi You

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Convolutional Neural Network for Pixelwise Illuminant Recovery in Colour and Spectral Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Image Registration via Geometrically Constrained Total Variation Optical Flow.

[BibT_eX]

[DOI]

Mehrdad Shoeiby

Mohammad Ali Armin

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Anti-occlusion Light-Field Optical Flow Estimation Using Light-Field Super-Pixels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017

Estimating Reflectance Parameters, Light Direction, and Shape From a Single Multispectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

A spectral clustering approach for online and streaming applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Stereo Super-Resolution via a Deep Convolutional Network.

[BibT_eX]

[DOI]

Junxuan Li

Shaodi You

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2016

Multiple Illuminant Color Estimation via Statistical Inference on Factor Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Least-Squares Regression with Unitary Constraints for Network Behaviour Classification.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Classification from a Riemannian graph embedding viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Semi-supervised image labelling using barycentric graph embeddings.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A quadratic optimisation approach for shading and specularity recovery from a single image.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Spectral Dichromatic Parameter Recovery from Two Views via Total Variation Hyper-priors.

[BibT_eX]

[DOI]

Filippo Bergamasco

Andrea Torsello

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

Outdoor Shadow modelling and its Applications.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015

Exposure time calculation for spectral cameras.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2015

Single Image Spectral Reconstruction for Multimedia Applications.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Factor graphs for pixelwise illuminant estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Radiometric calibration for HDR imaging.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Exposure Adjustment for Hyperspectral Cameras.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

Segmentation and Estimation of Spatially Varying Illumination.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Shadow modelling based upon Rayleigh scattering and Mie theory.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Max-Correlation Embedding Computation.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

An unsupervised material learning method for imaging spectroscopy.

[BibT_eX]

[DOI]

Johannes Jordan

Elli Angelopoulou

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Factor Graphs for Image Processing.

[BibT_eX]

[DOI]

Lawrence D. Mutimbu

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Recovery of Spectral Sensitivity Functions from a Colour Chart Image under Unknown Spectrally Smooth Illumination.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Class-Driven Color Transformation for Semantic Labeling.

[BibT_eX]

[DOI]

Arash Shahriari

Jose M. Alvarez

Proceedings of the Computer Vision - ACCV 2014, 2014

Color Photometric Stereo Using a Rainbow Light for Non-Lambertian Multicolored Surfaces.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Efficient Estimation of Reflectance Parameters From Imaging Spectroscopy.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Shape and Refractive Index from Single-View Spectro-Polarimetric Images.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2013

Imaging spectroscopy for scene analysis: challenges and opportunities.

[BibT_eX]

[DOI]

Bill Simpson-Young

IET Comput. Vis., 2013

An optimisation approach to the recovery of reflection parameters from a single hyperspectral image.

[BibT_eX]

[DOI]

Sivalogeswaran Ratnasingam

Comput. Vis. Image Underst., 2013

A spiking neural network for illuminant-invariant colour discrimination.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Automatic exposure control for multispectral cameras.

[BibT_eX]

[DOI]

Nariman Habili

Proceedings of the IEEE International Conference on Image Processing, 2013

A method for estimating light direction, shape, and reflection parameters from a single image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

A relaxed factorial Markov random field for colour and depth estimation from a single foggy image.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Reconstructing Polarisation Components from Unpolarised Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

A Comparative Evaluation of Spectral Reflectance Representations for Spectrum Reconstruction, Interpolation and Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Imaging Spectroscopy for Scene Analysis.

[BibT_eX]

[DOI]

Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-1-4471-4652-0, 2013

2012

Geometric graph comparison from an alignment viewpoint.

[BibT_eX]

[DOI]

Surya Prakash

Pattern Recognit., 2012

Colour Matching Function Learning.

[BibT_eX]

[DOI]

Luis Romero-Ortega

Sivalogeswaran Ratnasingam

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A spectral reflectance representation for recognition and reproduction.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Illuminant segmentation in non-uniformly lit scenes.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Shadow detection via Rayleigh scattering and Mie theory.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Discriminative Probabilistic Prototype Learning.

[BibT_eX]

[DOI]

Edwin V. Bonilla

Sivalogeswaran Ratnasingam

Proceedings of the 29th International Conference on Machine Learning, 2012

A Biologically Motivated Double-Opponency Approach to Illumination Invariance.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Discriminant Absorption-Feature Learning for Material Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

MILIS: Multiple Instance Learning with Instance Selection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Graph attribute embedding via Riemannian submersion learning.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Material-specific user colour profiles from imaging spectroscopy data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

On the Use of the Chi-Squared Distance for the Structured Learning of Graph Embeddings.

[BibT_eX]

[DOI]

Haifeng Zhao

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

On the Recovery of Shape and Reflectance from a Single Multispectral Image.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Specularity Removal from Imaging Spectroscopy Data via Entropy Minimisation.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Learning a Gaussian basis for spectra representation aimed at reflectance classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Mixing Linear SVMs for Nonlinear Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

A semi-supervised approach to space carving.

[BibT_eX]

[DOI]

Surya Prakash

Pattern Recognit., 2010

A Solution of the Dichromatic Model for Multispectral Photometric Invariance.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

A Structured Learning Approach to Attributed Graph Embedding.

[BibT_eX]

[DOI]

Haifeng Zhao

Proceedings of the Structural, 2010

A Probabilistic Approach to Spectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2010

Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image Inpainting Based on Local Optimisation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Robust Shape from Polarisation and Shading.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Hyperspectral imaging for skin recognition and biometrics.

[BibT_eX]

[DOI]

Pattaraporn Khuwuthyakorn

Proceedings of the International Conference on Image Processing, 2010

Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Object of Interest Detection by Saliency Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Shape and refractive index recovery from single-view polarisation images.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Simultaneous photometric invariance and shape recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Learning the Optimal Transformation of Salient Features for Image Classification.

[BibT_eX]

[DOI]

Pattaraporn Khuwuthyakorn

Proceedings of the DICTA 2009, 2009

Automatic Detection of Defective Zebrafish Embryos via Shape Analysis.

[BibT_eX]

[DOI]

Proceedings of the DICTA 2009, 2009

An affine Invariant hyperspectral texture descriptor based upon heavy-tailed distributions and fourier analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

An instance selection approach to Multiple instance Learning.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A Graph-Based Feature Combination Approach to Object Tracking.

[BibT_eX]

[DOI]

Quang Anh Nguyen

Proceedings of the Computer Vision, 2009

2008

Optimal Solution of the Dichromatic Model for Multispectral Photometric Invariance.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

On Mixtures of Linear SVMs for Nonlinear Classification.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2008

A semisupervised approach to space carving.

[BibT_eX]

[DOI]

Surya Prakash

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A fast hierarchical approach to image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Fast multiple instance learning via L1, 2 logistic regression.

[BibT_eX]

[DOI]

Pattaraporn Khuwuthyakorn

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Texture Descriptors via Stable Distributions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

Content-Based Image Retrieval via Subspace-Projected Salient Features.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

A quasi-random sampling approach to image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A NURBS-based spectral reflectance descriptor with applications in computer vision and pattern recognition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Shape-From-Shading Using the Heat Equation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

On Automatic Absorption Detection for Imaging Spectroscopy: A Comparative Study.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

A Riemannian approach to graph embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering.

[BibT_eX]

[DOI]

Andrea Torsello

Int. J. Comput. Vis., 2007

An Energy Minimisation Approach to Attributed Graph Regularisation.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Comparative Colorimetric Simulation and Evaluation of Digital Cameras Using Spectroscopy Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

A Linear Programming Approach to Surface Fitting.

[BibT_eX]

[DOI]

Fangfang Lu

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Convex Optimisation for Multiclass Image Labeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Robust Surface Reconstruction from Gradient Field Using the L1 Norm.

[BibT_eX]

[DOI]

Fangfang Lu

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Kernel-based Tracking from a Probabilistic Viewpoint.

[BibT_eX]

[DOI]

Quang Anh Nguyen

Chunhua Shen

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning Object Material Categories via Pairwise Discriminant Analysis.

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[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Efficient Graph Cuts for Multiclass Interactive Image Segmentation.

[BibT_eX]

[DOI]

Fangfang Lu

Proceedings of the Computer Vision, 2007

2006

Point Pattern Matching Via Spectral Geometry.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Boosted Band Ratio Feature Selection for Hyperspectral Image Classification.

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[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Tuned Eigenspace Technique for Articulated Motion Recognition.

[BibT_eX]

[DOI]

M. Masudur Rahman

Proceedings of the Computer Vision, 2006

Transitivity-based Removal of Correspondence Outliers for Motion Analysis.

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[DOI]

Yael Moses

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

A Wavelet-Based Approach to Image Feature Stability Assessment.

[BibT_eX]

[DOI]

Roland Goecke

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Invariant Object Material Identification via Discriminant Learning on Absorption Features.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Enhanced Kernel-Based Tracking for Monochromatic and Thermographic Video.

[BibT_eX]

[DOI]

Quang Anh Nguyen

Chunhua Shen

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005

A graph-spectral method for surface height recovery.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Graph Edit Distance from Spectral Seriation.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Estimating the surface radiance function from single images.

[BibT_eX]

[DOI]

Graph. Model., 2005

Regular Polygon Detection.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A Thermodynamics Approach to Graph Similarity.

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[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Segmentation via Graph-Spectral Methods and Riemannian Geometry.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004

A graph-spectral approach to shape-from-shading.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2004

A probabilistic spectral framework for grouping and segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

String Edit Distance, Random Walks And Graph Matching.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2004

Steady State Random Walks for Path Estimation.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2004

Skin Reflectance Modelling for Face Recognition.

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[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Vector Field Smoothing Via Heat Flow.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Reflectance correction for perspiring faces.

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[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Surface height recovery from surface normals using manifold embedding.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

Correction of underexposed images using scene radiance estimation.

[BibT_eX]

Proceedings of the 2004 International Conference on Image Processing, 2004

Spanning Tree Recovery via Random Walks in a Riemannian Manifold.

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[DOI]

Proceedings of the Progress in Pattern Recognition, 2004

Radiance Function Estimation for Object Classification.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2004

Single image facial view synthesis using SFS.

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[DOI]

Proceedings of the British Machine Vision Conference, 2004

Underexposed Image Correction Via Approximation of the Scene Radiance Function.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2004

Facial View Synthesis from a Single Image using Shape from Shading.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

Surface Height Recovery Using Heat Flow and Manifold Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

Testing Reflectance Models Against Radiance Data.

[BibT_eX]

[DOI]

Hossein Ragheb

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003

Graph-spectral methods for computer vision.

[BibT_eX]

[DOI]

PhD thesis, 2003

Lambertian Correction for Rough and Specular Surfaces.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Vision, Video, and Graphics, 2003

An Eigenvector Method for Surface Recovery.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Vision, Video, and Graphics, 2003

Surface acquisition from single gray-scale images.

[BibT_eX]

[DOI]

Adrian G. Bors

Proceedings of the 2003 International Conference on Image Processing, 2003

An eigenvector method for shape-from-shading.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Edit Distance From Graph Spectra.

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[DOI]

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Graph Matching Using Spectral Seriation and String Edit Distance.

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[DOI]

Proceedings of the Graph Based Representations in Pattern Recognition, 2003

Graph Matching Using Spectral Seriation.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002

An expectation-maximisation framework for segmentation and grouping.

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[DOI]

Image Vis. Comput., 2002

Detecting multiple texture planes using local spectral distortion.

[BibT_eX]

[DOI]

Eraldo Ribeiro

Image Vis. Comput., 2002

A Fast Leading Eigenvector Approximation for Segmentation and Grouping.

[BibT_eX]

[DOI]

Sudeep Sarkar

Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Graph-Spectral Approach to Correspondence Matching.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Graph-Spectral Approach to Surface Segmentatio.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Pairwise Clustering with Matrix Factorisation and the EM Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

A Mumford-Shah Diffusion Process for Shape-from-Shading.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2002, 2002

Model Acquisition Using Shape-from-Shading.

[BibT_eX]

[DOI]

Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002

2001

An Expectation-Maximisation Framework for Perceptual Grouping.

[BibT_eX]

[DOI]

Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Hierarchical iterative eigendecomposition for motion segmentation.

[BibT_eX]

[DOI]

Adrian G. Bors

Proceedings of the 2001 International Conference on Image Processing, 2001

Learning shape categories by clustering shock trees.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Maximum Likelihood Motion Segmentation Using Eigendecomposition.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

A Maximum Likelihood Framework for Iterative Eigendecomposition.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A Maximum Likelihood Framework for Grouping and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

A Graph-Spectral Method for Surface Height Recovery from Needle-maps.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

A Probabilistic Framework for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Discovering Shape Categories by Clustering Shock Trees.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

Graph Matching using Adjacency Matrix Markov Chains.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2001, 2001

An EM-like Algorithm for Motion Segmentation via Eigendecomposition.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2001, 2001

2000

Grouping Line-segments using Eigenclustering.

[BibT_eX]

[DOI]