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Antonio Robles-Kelly

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

148

Venues

23

Active years

2000–2025

Best venue rank

A*

Where they publish

Papers

148 indexed papers, newest first.

YearVenueTitleAuthors
2025DICTADichroGAN: Towards Restoration of in-Air Colours of Seafloor from Satellite Imagery.Salma P. Gonzlez-Sabbagh, Antonio Robles-Kelly, Shang Gao
2024CIKMCovid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification.Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady
2024CVPRStraightPCF: Straight Point Cloud Filtering.Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Lei Wei, Antonio Robles-Kelly, Hongdong Li
2024IJCNNMARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification.Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek, Asef Nazari, Dhananjay R. Thiruvady
2024WACVThe SARFish Dataset and Challenge.Connor Luckett, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly
2023ADMAA Hessian-Based Federated Learning Approach to Tackle Statistical Heterogeneity.Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2023CVPRIterativePFN: True Iterative Point Cloud Filtering.Dasith de Silva Edirimuni, Xuequan Lu, Zhiwen Shao, Gang Li, Antonio Robles-Kelly, Ying He
2023DICTARobust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles.Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2023DICTAA Bottom-Up Capsule Network for Hierarchical Image Classification.Khondaker Tasrif Noor, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek
2023DICTAContrastive Learning for Ship Classification Using Real and Complex SAR Imagery.Jerome Williams, Ben Yip, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly
2023ECIRA Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers.Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly
2023IJCNNBio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning.Adnan Ahmad, Vinh Loi Chau, Antonio Robles-Kelly, Shang Gao, Longxiang Gao, Lianhua Chi, Wei Luo
2023PAKDDFederated Learning Under Statistical Heterogeneity on Riemannian Manifolds.Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2022CIKMUntitled recordTanya Boone-Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou, Elizabeth S. Oh
2022ICONIPA Generic Enhancer for Backdoor Attacks on Deep Neural Networks.Bilal Hussain Abbasi, Qi Zhong, Leo Yu Zhang, Shang Gao, Antonio Robles-Kelly, Robin Doss
2022ICONIPNeural Network Compression by Joint Sparsity Promotion and Redundancy Reduction.Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Erik Meijering
2022WACVT-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation.Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2022SSPRA Capsule Network for Hierarchical Multi-label Image Classification.Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy
2021DICTASingle-image Object Classification Based on Illuminette Construction from Shadow Imaging.Lyle Collins, Antonio Robles-Kelly
2021DICTARC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation.Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2021IJCNNRobust Neural Regression via Uncertainty Learning.Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2021IJCNNRipDet: A Fast and Lightweight Deep Neural Network for Rip Currents Detection.Ashraf Haroon Rashid, Imran Razzak, Muhammad Tanveer, Antonio Robles-Kelly
2020DICTAMax-Variance Convolutional Neural Network Model Compression.Tanya Boone-Sifuentes, Antonio Robles-Kelly, Asef Nazari
2020DICTAFeature-Extracting Functions for Neural Logic Rule Learning.Shashank Gupta, Antonio Robles-Kelly
2020ICONIPA Derivative-Free Method for Quantum Perceptron Training in Multi-layered Neural Networks.Tariq Mahmood Khan, Antonio Robles-Kelly
2020ICONIPA Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation.Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2020ICONIPRipNet: A Lightweight One-Class Deep Neural Network for the Identification of RIP Currents.Ashraf Haroon Rashid, Imran Razzak, Muhammad Tanveer, Antonio Robles-Kelly
2020ICONIPDeep Patch-Based Human Segmentation.Dongbo Zhang, Zheng Fang, Xuequan Lu, Hong Qin, Antonio Robles-Kelly, Chao Zhang, Ying He
2020IJCNNBias-regularised Neural-Network Metamodelling of Insurance Portfolio Risk.Wei Luo, Akib Mashrur, Antonio Robles-Kelly, Gang Li
2020WACVSuper-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network.Mehrdad Shoeiby, Lars Petersson, Mohammad Ali Armin, Mohammad Sadegh Aliakbarian, Antonio Robles-Kelly
2020SSPRAugmenting Graph Convolutional Neural Networks with Highpass Filters.Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly
2020SSPRFeature Extraction Functions for Neural Logic Rule Learning.Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek
2020SSPRResidual Multiscale Full Convolutional Network (RM-FCN) for High Resolution Semantic Segmentation of Retinal Vasculature.Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi, Muhammad Arsalan
2019CVPRLearning to Minify Photometric Stereo.Junxuan Li, Antonio Robles-Kelly, Shaodi You, Yasuyuki Matsushita
2019DICTAIncorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training.Antonio Robles-Kelly, Asef Nazari
2019PRDCDeep Learning-Based Intrusion Detection for IoT Networks.Mengmeng Ge, Xiping Fu, Naeem Firdous Syed, Zubair A. Baig, Gideon Teo, Antonio Robles-Kelly
2018ACCVAnti-occlusion Light-Field Optical Flow Estimation Using Light-Field Super-Pixels.Hao Zhu, Xiaoming Sun, Qi Zhang, Qing Wang, Antonio Robles-Kelly, Hongdong Li
2018DICTAImage Registration via Geometrically Constrained Total Variation Optical Flow.Mehrdad Shoeiby, Mohammad Ali Armin, Antonio Robles-Kelly
2018ECCVPIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Ssstrunk, Zhiwei Xiong, Zhan Shi, Chang Chen, Dong Liu, Zheng-Jun Zha, Feng Wu, Kaixuan Wei, Tao Zhang, Lizhi Wang, Ying Fu, Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian
2018ECCVPIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study.Mehrdad Shoeiby, Antonio Robles-Kelly, Ran Wei, Radu Timofte
2018ICPRA Convolutional Neural Network for Pixelwise Illuminant Recovery in Colour and Spectral Images.Antonio Robles-Kelly, Ran Wei
2018IJCNNA Frequency Domain Neural Network for Fast Image Super-resolution.Junxuan Li, Shaodi You, Antonio Robles-Kelly
2018SSPRContext Free Band Reduction Using a Convolutional Neural Network.Ran Wei, Antonio Robles-Kelly, Jose M. Alvarez
2017DICTAStereo Super-Resolution via a Deep Convolutional Network.Junxuan Li, Shaodi You, Antonio Robles-Kelly
2017IJCNNA spectral clustering approach for online and streaming applications.Antonio Robles-Kelly, Ran Wei
2016ACCVSpectral Dichromatic Parameter Recovery from Two Views via Total Variation Hyper-priors.Filippo Bergamasco, Andrea Torsello, Antonio Robles-Kelly
2016ICIPA quadratic optimisation approach for shading and specularity recovery from a single image.Lin Gu, Antonio Robles-Kelly
2016ICPRSemi-supervised image labelling using barycentric graph embeddings.Antonio Robles-Kelly, Ran Wei
2016IJCNNClassification from a Riemannian graph embedding viewpoint.Antonio Robles-Kelly, Lin Gu, Ran Wei
2016SSPRLeast-Squares Regression with Unitary Constraints for Network Behaviour Classification.Antonio Robles-Kelly
2015DICTAExposure Adjustment for Hyperspectral Cameras.Ahmed Sohaib, Antonio Robles-Kelly
2015ICIPRadiometric calibration for HDR imaging.Ahmed Sohaib, Antonio Robles-Kelly
2015IJCNNFactor graphs for pixelwise illuminant estimation.Lawrence Mutimbu, Antonio Robles-Kelly
2014ACCVColor Photometric Stereo Using a Rainbow Light for Non-Lambertian Multicolored Surfaces.Sejuti Rahman, Antony Lam, Imari Sato, Antonio Robles-Kelly
2014ACCVClass-Driven Color Transformation for Semantic Labeling.Arash Shahriari, Jose M. Alvarez, Antonio Robles-Kelly
2014ICPRRecovery of Spectral Sensitivity Functions from a Colour Chart Image under Unknown Spectrally Smooth Illumination.Cong Phuoc Huynh, Antonio Robles-Kelly
2014ICPRFactor Graphs for Image Processing.Lawrence D. Mutimbu, Antonio Robles-Kelly
2014IJCNNAn unsupervised material learning method for imaging spectroscopy.Johannes Jordan, Elli Angelopoulou, Antonio Robles-Kelly
2014SSPRMax-Correlation Embedding Computation.Antonio Robles-Kelly
2013CVPRA Comparative Evaluation of Spectral Reflectance Representations for Spectrum Reconstruction, Interpolation and Classification.Cong Phuoc Huynh, Antonio Robles-Kelly
2013DICTAReconstructing Polarisation Components from Unpolarised Images.Lin Gu, Cong Phuoc Huynh, Antonio Robles-Kelly
2013ICIPA relaxed factorial Markov random field for colour and depth estimation from a single foggy image.Lawrence Mutimbu, Antonio Robles-Kelly
2013ICIPA method for estimating light direction, shape, and reflection parameters from a single image.Sejuti Rahman, Antonio Robles-Kelly
2013ICIPAutomatic exposure control for multispectral cameras.Ahmed Sohaib, Nariman Habili, Antonio Robles-Kelly
2013IJCNNA spiking neural network for illuminant-invariant colour discrimination.Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2012ACCVA Biologically Motivated Double-Opponency Approach to Illumination Invariance.Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2012ICMLDiscriminative Probabilistic Prototype Learning.Edwin V. Bonilla, Antonio Robles-Kelly
2012ICPRShadow detection via Rayleigh scattering and Mie theory.Lin Gu, Antonio Robles-Kelly
2012ICPRIlluminant segmentation in non-uniformly lit scenes.Cong Phuoc Huynh, Antonio Robles-Kelly
2012ICPRA spectral reflectance representation for recognition and reproduction.Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2012SSPRColour Matching Function Learning.Luis Romero-Ortega, Antonio Robles-Kelly
2011CVPRLearning a Gaussian basis for spectra representation aimed at reflectance classification.Antonio Robles-Kelly
2011DICTASpecularity Removal from Imaging Spectroscopy Data via Entropy Minimisation.Lin Gu, Antonio Robles-Kelly
2011DICTAOn the Recovery of Shape and Reflectance from a Single Multispectral Image.Sejuti Rahman, Antonio Robles-Kelly
2011DICTAOn the Use of the Chi-Squared Distance for the Structured Learning of Graph Embeddings.Haifeng Zhao, Antonio Robles-Kelly, Jun Zhou
2011ICCVMaterial-specific user colour profiles from imaging spectroscopy data.Lin Gu, Cong Phuoc Huynh, Antonio Robles-Kelly, Jun Zhou
2010CVPRShape and refractive index recovery from single-view polarisation images.Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock
2010DICTAL1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.Yuntao Qian, Sen Jia, Jun Zhou, Antonio Robles-Kelly
2010ECCVObject of Interest Detection by Saliency Learning.Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2010ICIPRegisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation.Mahmudul Hasan, Mark R. Pickering, Antonio Robles-Kelly, Jun Zhou, Xiuping Jia
2010ICIPHyperspectral imaging for skin recognition and biometrics.Cong Phuoc Huynh, Antonio Robles-Kelly
2010ICPRRobust Shape from Polarisation and Shading.Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock
2010ICPRImage Inpainting Based on Local Optimisation.Jun Zhou, Antonio Robles-Kelly
2010IGARSSMulti-spectral remote sensing image registration via spatial relationship analysis on sift keypoints.Mahmudul Hasan, Xiuping Jia, Antonio Robles-Kelly, Jun Zhou, Mark R. Pickering
2010SSPRA Probabilistic Approach to Spectral Unmixing.Cong Phuoc Huynh, Antonio Robles-Kelly
2010SSPRA Structured Learning Approach to Attributed Graph Embedding.Haifeng Zhao, Jun Zhou, Antonio Robles-Kelly
2009ACCVA Graph-Based Feature Combination Approach to Object Tracking.Quang Anh Nguyen, Antonio Robles-Kelly, Jun Zhou
2009CVPRAn instance selection approach to Multiple instance Learning.Zhouyu Fu, Antonio Robles-Kelly
2009CVPRAn affine Invariant hyperspectral texture descriptor based upon heavy-tailed distributions and fourier analysis.Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2009DICTAAutomatic Detection of Defective Zebrafish Embryos via Shape Analysis.Haifeng Zhao, Jun Zhou, Antonio Robles-Kelly, Jianfeng Lu, Jing-Yu Yang
2009DICTALearning the Optimal Transformation of Salient Features for Image Classification.Jun Zhou, Zhouyu Fu, Antonio Robles-Kelly
2009ICCVSimultaneous photometric invariance and shape recovery.Cong Phuoc Huynh, Antonio Robles-Kelly
2008CVPRA NURBS-based spectral reflectance descriptor with applications in computer vision and pattern recognition.Cong Phuoc Huynh, Antonio Robles-Kelly
2008CVPRA quasi-random sampling approach to image retrieval.Jun Zhou, Antonio Robles-Kelly
2008DICTAContent-Based Image Retrieval via Subspace-Projected Salient Features.Jyun-Hao Huang, Ali Zia, Jun Zhou, Antonio Robles-Kelly
2008DICTATexture Descriptors via Stable Distributions.Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2008ICPRFast multiple instance learning via L1, 2 logistic regression.Zhouyu Fu, Antonio Robles-Kelly
2008ICPRA fast hierarchical approach to image segmentation.Zhouyu Fu, Antonio Robles-Kelly
2008ICPRA semisupervised approach to space carving.Surya Prakash, Antonio Robles-Kelly
2008SSPROn Mixtures of Linear SVMs for Nonlinear Classification.Zhouyu Fu, Antonio Robles-Kelly
2008SSPROptimal Solution of the Dichromatic Model for Multispectral Photometric Invariance.Cong Phuoc Huynh, Antonio Robles-Kelly
2007ACCVEfficient Graph Cuts for Multiclass Interactive Image Segmentation.Fangfang Lu, Zhouyu Fu, Antonio Robles-Kelly
2007CVPRLearning Object Material Categories via Pairwise Discriminant Analysis.Zhouyu Fu, Antonio Robles-Kelly
2007CVPRKernel-based Tracking from a Probabilistic Viewpoint.Quang Anh Nguyen, Antonio Robles-Kelly, Chunhua Shen
2007DICTARobust Surface Reconstruction from Gradient Field Using the L1 Norm.Zhouyu Fu, Antonio Robles-Kelly, Fangfang Lu
2007DICTAConvex Optimisation for Multiclass Image Labeling.Zhouyu Fu, Antonio Robles-Kelly
2007DICTAA Linear Programming Approach to Surface Fitting.Zhouyu Fu, Antonio Robles-Kelly, Fangfang Lu
2007DICTAComparative Colorimetric Simulation and Evaluation of Digital Cameras Using Spectroscopy Data.Cong Phuoc Huynh, Antonio Robles-Kelly
2006AVSSEnhanced Kernel-Based Tracking for Monochromatic and Thermographic Video.Quang Anh Nguyen, Antonio Robles-Kelly, Chunhua Shen
2006CVPRInvariant Object Material Identification via Discriminant Learning on Absorption Features.Zhouyu Fu, Antonio Robles-Kelly, Robby T. Tan, Terry Caelli
2006CVPRA Wavelet-Based Approach to Image Feature Stability Assessment.Antonio Robles-Kelly, Roland Goecke
2006CVPRTransitivity-based Removal of Correspondence Outliers for Motion Analysis.Antonio Robles-Kelly, Yael Moses
2006ECCVA Tuned Eigenspace Technique for Articulated Motion Recognition.M. Masudur Rahman, Antonio Robles-Kelly
2006ICPRBoosted Band Ratio Feature Selection for Hyperspectral Image Classification.Zhouyu Fu, Terry Caelli, Nianjun Liu, Antonio Robles-Kelly
2006SSPRPoint Pattern Matching Via Spectral Geometry.Antonio Robles-Kelly, Edwin R. Hancock
2005CAIPSegmentation via Graph-Spectral Methods and Riemannian Geometry.Antonio Robles-Kelly
2005DICTAA Thermodynamics Approach to Graph Similarity.Antonio Robles-Kelly
2005ICCVRegular Polygon Detection.Nick Barnes, Gareth Loy, David Shaw, Antonio Robles-Kelly
2004BMVCUnderexposed Image Correction Via Approximation of the Scene Radiance Function.Antonio Robles-Kelly, Edwin R. Hancock
2004BMVCSingle image facial view synthesis using SFS.William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004CIARPRadiance Function Estimation for Object Classification.Antonio Robles-Kelly, Edwin R. Hancock
2004CIARPSpanning Tree Recovery via Random Walks in a Riemannian Manifold.Antonio Robles-Kelly, Edwin R. Hancock
2004ICIPCorrection of underexposed images using scene radiance estimation.Antonio Robles-Kelly, Edwin R. Hancock
2004ICIPSurface height recovery from surface normals using manifold embedding.Antonio Robles-Kelly, Edwin R. Hancock
2004ICIPReflectance correction for perspiring faces.William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004ICPRVector Field Smoothing Via Heat Flow.Antonio Robles-Kelly, Edwin R. Hancock
2004ICPRSkin Reflectance Modelling for Face Recognition.William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004SSPRSteady State Random Walks for Path Estimation.Antonio Robles-Kelly, Edwin R. Hancock
2003ICCVEdit Distance From Graph Spectra.Antonio Robles-Kelly, Edwin R. Hancock
2003ICIAPAn eigenvector method for shape-from-shading.Antonio Robles-Kelly, Edwin R. Hancock
2003ICIPSurface acquisition from single gray-scale images.Antonio Robles-Kelly, Adrian G. Bors, Edwin R. Hancock
2002BMVCA Mumford-Shah Diffusion Process for Shape-from-Shading.Antonio Robles-Kelly, Edwin R. Hancock
2002ECCVPairwise Clustering with Matrix Factorisation and the EM Algorithm.Antonio Robles-Kelly, Edwin R. Hancock
2002ICIPA graph spectral approach to shape-from-shading.Antonio Robles-Kelly, Edwin R. Hancock
2002ICPRA Graph-Spectral Approach to Surface Segmentatio.Antonio Robles-Kelly, Edwin R. Hancock
2002ICPRA Graph-Spectral Approach to Correspondence Matching.Antonio Robles-Kelly, Edwin R. Hancock
2002ICPRA Fast Leading Eigenvector Approximation for Segmentation and Grouping.Antonio Robles-Kelly, Sudeep Sarkar, Edwin R. Hancock
2002SSPRString Edit Distance, Random Walks and Graph Matching.Antonio Robles-Kelly, Edwin R. Hancock
2001BMVCAn EM-like Algorithm for Motion Segmentation via Eigendecomposition.Antonio Robles-Kelly, Edwin R. Hancock
2001BMVCGraph Matching using Adjacency Matrix Markov Chains.Antonio Robles-Kelly, Edwin R. Hancock
2001CAIPDiscovering Shape Categories by Clustering Shock Trees.Bin Luo, Antonio Robles-Kelly, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
2001CVPRA Probabilistic Framework for Graph Clustering.Bin Luo, Antonio Robles-Kelly, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
2001CVPRA Graph-Spectral Method for Surface Height Recovery from Needle-maps.Antonio Robles-Kelly, Edwin R. Hancock
2001ICCVA Maximum Likelihood Framework for Iterative Eigendecomposition.Antonio Robles-Kelly, Edwin R. Hancock
2001ICIAPMaximum Likelihood Motion Segmentation Using Eigendecomposition.Antonio Robles-Kelly, Edwin R. Hancock
2001ICIPLearning shape categories by clustering shock trees.Bin Luo, Richard C. Wilson, Antonio Robles-Kelly, Andrea Torsello, Edwin R. Hancock
2001ICIPHierarchical iterative eigendecomposition for motion segmentation.Antonio Robles-Kelly, Adrian G. Bors, Edwin R. Hancock
2000BMVCGrouping Line-segments using Eigenclustering.Antonio Robles-Kelly, Edwin R. Hancock