Antonio Robles-Kelly

255 papers A* 16A 11B 34C 6Misc 28Journal 82Unranked 72

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DichroGAN: Towards Restoration of in-air Colours of Seafloor from Satellite Imagery. CoRR Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao
2025	J	`jnl`	ConSeg: Contextual Backdoor Attack Against Semantic Segmentation. CoRR Bilal Hussain Abbasi, Zirui Gong, Yanjun Zhang, Shang Gao, Antonio Robles-Kelly, Leo Yu Zhang
2025	Misc	`conf`	DichroGAN: Towards Restoration of in-Air Colours of Seafloor from Satellite Imagery. DICTA Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao
2025	J	`jnl`	Scene-cGAN: A GAN for underwater restoration and scene depth estimation. Comput. Vis. Image Underst. Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao
2025	J	`jnl`	Spectral Contrastive Clustering. Pattern Recognit. Jerome Williams, Antonio Robles-Kelly
2025	J	`jnl`	Taxonomy-guided routing in capsule network for hierarchical image classification. Knowl. Based Syst. Khondaker Tasrif Noor, Wei Luo, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek
2024	J	`jnl`	A consistency-aware deep capsule network for hierarchical multi-label image classification. Neurocomputing Khondaker Tasrif Noor, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek, Wei Luo
2024	J	`jnl`	Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering. IEEE Trans. Vis. Comput. Graph. Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Antonio Robles-Kelly
2024	A	`conf`	Covid19-twitter: A Twitter-based Dataset for Discourse Analysis in Sentence-level Sentiment Classification. CIKM Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Tsz-Kwan Lee, Thanh Thi Nguyen, Asef Nazari, Dhananjay R. Thiruvady
2024	J	`jnl`	DGD-cGAN: A dual generator for image dewatering and restoration. Pattern Recognit. Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao
2024	J	`jnl`	H-CapsNet: A capsule network for hierarchical image classification. Pattern Recognit. Khondaker Tasrif Noor, Antonio Robles-Kelly
2024	B	`conf`	MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification. IJCNN Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek, Asef Nazari, Dhananjay R. Thiruvady
2024	—	`conf`	Point Cloud Normal Estimation via Representation Learning on Height Maps. MMAsia Yang Yi, Dasith de Silva Edirimuni, Ye Zhu, Shang Gao, Zhiyong Wang, Antonio Robles-Kelly, Xuequan Lu
2024	J	`jnl`	Robust visual question answering via semantic cross modal augmentation. Comput. Vis. Image Underst. Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2024	J	`jnl`	Single-stage object detector with attention mechanism for squamous cell carcinoma feature detection using histopathological images. Multim. Tools Appl. Swathi Prabhu, Keerthana Prasad, Xuequan Lu, Antonio Robles-Kelly, Thuong N. Hoang
2024	A*	`conf`	StraightPCF: Straight Point Cloud Filtering. CVPR Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Lei Wei, Antonio Robles-Kelly, Hongdong Li
2024	J	`jnl`	StraightPCF: Straight Point Cloud Filtering. CoRR Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Lei Wei, Antonio Robles-Kelly, Hongdong Li
2024	—	`conf`	The SARFish Dataset and Challenge. WACV (Workshops) Connor Luckett, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly
2023	Misc	`conf`	A Bottom-Up Capsule Network for Hierarchical Image Classification. DICTA Khondaker Tasrif Noor, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek
2023	—	`conf`	A Hessian-Based Federated Learning Approach to Tackle Statistical Heterogeneity. ADMA (2) Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2023	—	`conf`	A Mask-Based Logic Rules Dissemination Method for Sentiment Classifiers. ECIR (1) Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly
2023	J	`jnl`	A Survey on Underwater Computer Vision. ACM Comput. Surv. Salma P. González-Sabbagh, Antonio Robles-Kelly
2023	B	`conf`	Bio-Inspired Dual-Network Model to Tackle Statistical Heterogeneity in Federated Learning. IJCNN Adnan Ahmad, Vinh Loi Chau, Antonio Robles-Kelly, Shang Gao, Longxiang Gao, Lianhua Chi, Wei Luo
2023	Misc	`conf`	Contrastive Learning for Ship Classification Using Real and Complex SAR Imagery. DICTA Jerome Williams, Ben Yip, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly
2023	J	`jnl`	Deterministic sampling in heterogeneous graph neural networks. Pattern Recognit. Lett. Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly
2023	—	`conf`	Federated Learning Under Statistical Heterogeneity on Riemannian Manifolds. PAKDD (1) Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2023	J	`jnl`	Graph classification via discriminative edge feature learning. Pattern Recognit. Yang Yi, Xuequan Lu, Shang Gao, Antonio Robles-Kelly, Yuejie Zhang
2023	A*	`conf`	IterativePFN: True Iterative Point Cloud Filtering. CVPR Dasith de Silva Edirimuni, Xuequan Lu, Zhiwen Shao, Gang Li, Antonio Robles-Kelly, Ying He
2023	J	`jnl`	IterativePFN: True Iterative Point Cloud Filtering. CoRR Dasith de Silva Edirimuni, Xuequan Lu, Zhiwen Shao, Gang Li, Antonio Robles-Kelly, Ying He
2023	J	`jnl`	On the Behaviour of Pulsed Qubits and their Application to Feed Forward Networks. CoRR Matheus Moraes Hammes, Antonio Robles-Kelly
2023	J	`jnl`	Online Video Super-resolution using Information Replenishing Unidirectional Recurrent Model. Neurocomputing Arbind Agrahari Baniya, Tsz-Kwan Lee, Peter W. Eklund, Sunil Aryal, Antonio Robles-Kelly
2023	J	`jnl`	PERCY: A post-hoc explanation-based score for logic rule dissemination consistency assessment in sentiment classification. Knowl. Based Syst. Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly
2023	J	`jnl`	Retinal Vessel Segmentation via a Multi-resolution Contextual Network and Adversarial Learning. CoRR Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Imran Razzak
2023	J	`jnl`	Retinal vessel segmentation via a Multi-resolution Contextual Network and adversarial learning. Neural Networks Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Imran Razzak
2023	J	`jnl`	Robust federated learning under statistical heterogeneity via Hessian spectral decomposition. Pattern Recognit. Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2023	J	`jnl`	Robust federated learning under statistical heterogeneity via hessian-weighted aggregation. Mach. Learn. Adnan Ahmad, Wei Luo, Antonio Robles-Kelly
2023	Misc	`conf`	Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. DICTA Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2023	A	`conf`	Weighted Point Cloud Normal Estimation. ICME Weijia Wang, Xuequan Lu, Di Shao, Xiao Liu, Richard Dazeley, Antonio Robles-Kelly, Wei Pan
2023	J	`jnl`	Weighted Point Cloud Normal Estimation. CoRR Weijia Wang, Xuequan Lu, Di Shao, Xiao Liu, Richard Dazeley, Antonio Robles-Kelly, Wei Pan
2022	J	`jnl`	A Capsule Network for Hierarchical Multi-Label Image Classification. CoRR Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy
2022	—	`conf`	A Capsule Network for Hierarchical Multi-label Image Classification. S+SSPR Khondaker Tasrif Noor, Antonio Robles-Kelly, Brano Kusy
2022	—	`conf`	A Generic Enhancer for Backdoor Attacks on Deep Neural Networks. ICONIP (7) Bilal Hussain Abbasi, Qi Zhong, Leo Yu Zhang, Shang Gao, Antonio Robles-Kelly, Robin Doss
2022	J	`jnl`	AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review. CoRR Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu
2022	J	`jnl`	AI-based carcinoma detection and classification using histopathological images: A systematic review. Comput. Biol. Medicine Swathi Prabhu, Keerthana Prasad, Antonio Robles-Kelly, Xuequan Lu
2022	—	`conf`	An Analysis of Logic Rule Dissemination in Sentiment Classifiers. CLEF Shashank Gupta, Mohamed Reda Bouadjenek, Antonio Robles-Kelly
2022	J	`jnl`	Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering. CoRR Dasith de Silva Edirimuni, Xuequan Lu, Gang Li, Antonio Robles-Kelly
2022	J	`jnl`	DGD-cGAN: A Dual Generator for Image Dewatering and Restoration. CoRR Salma P. González-Sabbagh, Antonio Robles-Kelly, Shang Gao
2022	A	`conf`	Deep Point Cloud Normal Estimation Via Triplet Learning. ICME Weijia Wang, Xuequan Lu, Dasith de Silva Edirimuni, Xiao Liu, Antonio Robles-Kelly
2022	—	`conf`	Deep Point Cloud Normal Estimation via Triplet Learning (Demonstration). ICME Workshops Weijia Wang, Xuequan Lu, Dasith de Silva Edirimuni, Xiao Liu, Antonio Robles-Kelly
2022	J	`jnl`	Graph Classification via Discriminative Edge Feature Learning. CoRR Yang Yi, Xuequan Lu, Shang Gao, Antonio Robles-Kelly, Yuejie Zhang
2022	J	`jnl`	Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. CoRR Antonio Robles-Kelly, Asef Nazari
2022	J	`jnl`	MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation. CoRR Tariq Mahmood Khan, Muhammad Arsalan, Antonio Robles-Kelly, Erik Meijering
2022	—	`conf`	Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction. ICONIP (1) Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Erik Meijering
2022	J	`jnl`	Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction. CoRR Tariq Mahmood Khan, Syed Saud Naqvi, Antonio Robles-Kelly, Erik Meijering
2022	A	`conf`	T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation. WACV Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2021	J	`jnl`	Deep Point Cloud Normal Estimation via Triplet Learning. CoRR Weijia Wang, Xuequan Lu, Dasith de Silva Edirimuni, Xiao Liu, Antonio Robles-Kelly
2021	Misc	`conf`	RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation. DICTA Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2021	J	`jnl`	RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation. CoRR Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2021	J	`jnl`	Revisiting Spatio-Angular Trade-off in Light Field Cameras and Extended Applications in Super-Resolution. IEEE Trans. Vis. Comput. Graph. Hao Zhu, Mantang Guo, Hongdong Li, Qing Wang, Antonio Robles-Kelly
2021	B	`conf`	RipDet: A Fast and Lightweight Deep Neural Network for Rip Currents Detection. IJCNN Ashraf Haroon Rashid, Imran Razzak, Muhammad Tanveer, Antonio Robles-Kelly
2021	B	`conf`	Robust Neural Regression via Uncertainty Learning. IJCNN Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2021	J	`jnl`	Robust Neural Regression via Uncertainty Learning. CoRR Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2021	Misc	`conf`	Single-image Object Classification Based on Illuminette Construction from Shadow Imaging. DICTA Lyle Collins, Antonio Robles-Kelly
2021	—	`ed.`	Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21-22, 2021, Proceedings S+SSPR Andrea Torsello, Luca Rossi, Marcello Pelillo, Battista Biggio, Antonio Robles-Kelly
2021	J	`jnl`	Towards a deep learning-driven intrusion detection approach for Internet of Things. Comput. Networks Mengmeng Ge, Naeem Firdous Syed, Xiping Fu, Zubair A. Baig, Antonio Robles-Kelly
2020	—	`conf`	A Derivative-Free Method for Quantum Perceptron Training in Multi-layered Neural Networks. ICONIP (5) Tariq Mahmood Khan, Antonio Robles-Kelly
2020	J	`jnl`	A Derivative-free Method for Quantum Perceptron Training in Multi-layered Neural Networks. CoRR Tariq Mahmood Khan, Antonio Robles-Kelly
2020	—	`conf`	A Semantically Flexible Feature Fusion Network for Retinal Vessel Segmentation. ICONIP (4) Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi
2020	—	`conf`	Augmenting Graph Convolutional Neural Networks with Highpass Filters. S+SSPR Fatemeh Ansarizadeh, David B. H. Tay, Dhananjay R. Thiruvady, Antonio Robles-Kelly
2020	B	`conf`	Bias-regularised Neural-Network Metamodelling of Insurance Portfolio Risk. IJCNN Wei Luo, Akib Mashrur, Antonio Robles-Kelly, Gang Li
2020	—	`conf`	Crystal-Ball and Magic Wand Combined: Predicting Situations and Making Them Happen. DCCN Arkady B. Zaslavsky, Alireza Hassani, Pari Delir Haghighi, Antonio Robles-Kelly, Panos K. Chrysanthis
2020	—	`conf`	Deep Patch-Based Human Segmentation. ICONIP (1) Dongbo Zhang, Zheng Fang, Xuequan Lu, Hong Qin, Antonio Robles-Kelly, Chao Zhang, Ying He
2020	J	`jnl`	Deep Patch-based Human Segmentation. CoRR Dongbo Zhang, Zheng Fang, Xuequan Lu, Hong Qin, Antonio Robles-Kelly, Chao Zhang, Ying He
2020	—	`conf`	Feature Extraction Functions for Neural Logic Rule Learning. S+SSPR Shashank Gupta, Antonio Robles-Kelly, Mohamed Reda Bouadjenek
2020	Misc	`conf`	Feature-Extracting Functions for Neural Logic Rule Learning. DICTA Shashank Gupta, Antonio Robles-Kelly
2020	J	`jnl`	Feature-Extracting Functions for Neural Logic Rule Learning. CoRR Shashank Gupta, Antonio Robles-Kelly
2020	J	`jnl`	Full View Optical Flow Estimation Leveraged From Light Field Superpixel. IEEE Trans. Computational Imaging Hao Zhu, Xiaoming Sun, Qi Zhang, Qing Wang, Antonio Robles-Kelly, Hongdong Li, Shaodi You
2020	J	`jnl`	Hierarchically Fair Federated Learning. CoRR Jingfeng Zhang, Cheng Li, Antonio Robles-Kelly, Mohan S. Kankanhalli
2020	J	`jnl`	Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling. CoRR Cheng Li, Sunil Gupta, Santu Rana, Vu Nguyen, Antonio Robles-Kelly, Svetha Venkatesh
2020	J	`jnl`	Machine Learning for Financial Risk Management: A Survey. IEEE Access Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
2020	J	`jnl`	Machine Learning: Quantum vs Classical. IEEE Access Tariq Mahmood Khan, Antonio Robles-Kelly
2020	Misc	`conf`	Max-Variance Convolutional Neural Network Model Compression. DICTA Tanya Boone-Sifuentes, Antonio Robles-Kelly, Asef Nazari
2020	—	`conf`	Residual Multiscale Full Convolutional Network (RM-FCN) for High Resolution Semantic Segmentation of Retinal Vasculature. S+SSPR Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi, Muhammad Arsalan
2020	—	`conf`	RipNet: A Lightweight One-Class Deep Neural Network for the Identification of RIP Currents. ICONIP (5) Ashraf Haroon Rashid, Imran Razzak, Muhammad Tanveer, Antonio Robles-Kelly
2020	A	`conf`	Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network. WACV Mehrdad Shoeiby, Lars Petersson, Mohammad Ali Armin, Mohammad Sadegh Aliakbarian, Antonio Robles-Kelly
2020	J	`jnl`	Toward a Deep Learning-Driven Intrusion Detection Approach for Internet of Things. CoRR Mengmeng Ge, Naeem Firdous Syed, Xiping Fu, Zubair A. Baig, Antonio Robles-Kelly
2019	J	`jnl`	Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images. CoRR Hao Zhu, Mantang Guo, Hongdong Li, Qing Wang, Antonio Robles-Kelly
2019	C	`conf`	Deep Learning-Based Intrusion Detection for IoT Networks. PRDC Mengmeng Ge, Xiping Fu, Naeem Firdous Syed, Zubair A. Baig, Gideon Teo, Antonio Robles-Kelly
2019	Misc	`conf`	Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. DICTA Antonio Robles-Kelly, Asef Nazari
2019	A*	`conf`	Learning to Minify Photometric Stereo. CVPR Junxuan Li, Antonio Robles-Kelly, Shaodi You, Yasuyuki Matsushita
2019	J	`jnl`	PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study. CoRR Mehrdad Shoeiby, Antonio Robles-Kelly, Ran Wei, Radu Timofte
2019	J	`jnl`	Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network. CoRR Mehrdad Shoeiby, Lars Petersson, Mohammad Ali Armin, Mohammad Sadegh Aliakbarian, Antonio Robles-Kelly
2018	B	`conf`	A Convolutional Neural Network for Pixelwise Illuminant Recovery in Colour and Spectral Images. ICPR Antonio Robles-Kelly, Ran Wei
2018	B	`conf`	A Frequency Domain Neural Network for Fast Image Super-resolution. IJCNN Junxuan Li, Shaodi You, Antonio Robles-Kelly
2018	J	`jnl`	A factor graph evidence combining approach to image defogging. Pattern Recognit. Lawrence Mutimbu, Antonio Robles-Kelly
2018	—	`conf`	Anti-occlusion Light-Field Optical Flow Estimation Using Light-Field Super-Pixels. ACCV Workshops Hao Zhu, Xiaoming Sun, Qi Zhang, Qing Wang, Antonio Robles-Kelly, Hongdong Li
2018	—	`conf`	Context Free Band Reduction Using a Convolutional Neural Network. S+SSPR Ran Wei, Antonio Robles-Kelly, Jose M. Alvarez
2018	Misc	`conf`	Image Registration via Geometrically Constrained Total Variation Optical Flow. DICTA Mehrdad Shoeiby, Mohammad Ali Armin, Antonio Robles-Kelly
2018	—	`conf`	PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study. ECCV Workshops (5) Mehrdad Shoeiby, Antonio Robles-Kelly, Ran Wei, Radu Timofte
2018	—	`conf`	PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. ECCV Workshops (5) Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte, Ruofan Zhou, Fayez Lahoud, Sabine Süsstrunk, 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
2018	—	`ed.`	Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2018, Beijing, China, August 17-19, 2018, Proceedings S+SSPR Xiao Bai, Edwin R. Hancock, Tin Kam Ho, Richard C. Wilson, Battista Biggio, Antonio Robles-Kelly
2017	J	`jnl`	A Frequency Domain Neural Network for Fast Image Super-resolution. CoRR Junxuan Li, Shaodi You, Antonio Robles-Kelly
2017	B	`conf`	A spectral clustering approach for online and streaming applications. IJCNN Antonio Robles-Kelly, Ran Wei
2017	J	`jnl`	Estimating Reflectance Parameters, Light Direction, and Shape From a Single Multispectral Image. IEEE Trans. Computational Imaging Sejuti Rahman, Antonio Robles-Kelly
2017	Misc	`conf`	Stereo Super-Resolution via a Deep Convolutional Network. DICTA Junxuan Li, Shaodi You, Antonio Robles-Kelly
2016	B	`conf`	A quadratic optimisation approach for shading and specularity recovery from a single image. ICIP Lin Gu, Antonio Robles-Kelly
2016	B	`conf`	Classification from a Riemannian graph embedding viewpoint. IJCNN Antonio Robles-Kelly, Lin Gu, Ran Wei
2016	—	`conf`	Least-Squares Regression with Unitary Constraints for Network Behaviour Classification. S+SSPR Antonio Robles-Kelly
2016	J	`jnl`	Multiple Illuminant Color Estimation via Statistical Inference on Factor Graphs. IEEE Trans. Image Process. Lawrence Mutimbu, Antonio Robles-Kelly
2016	—	`ch.`	Outdoor Shadow modelling and its Applications. Handbook of Pattern Recognition and Computer Vision Lin Gu, Antonio Robles-Kelly
2016	B	`conf`	Semi-supervised image labelling using barycentric graph embeddings. ICPR Antonio Robles-Kelly, Ran Wei
2016	—	`conf`	Spectral Dichromatic Parameter Recovery from Two Views via Total Variation Hyper-priors. ACCV Workshops (1) Filippo Bergamasco, Andrea Torsello, Antonio Robles-Kelly
2016	—	`ed.`	Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2016, Mérida, Mexico, November 29 - December 2, 2016, Proceedings S+SSPR Antonio Robles-Kelly, Marco Loog, Battista Biggio, Francisco Escolano, Richard C. Wilson
2015	Misc	`conf`	Exposure Adjustment for Hyperspectral Cameras. DICTA Ahmed Sohaib, Antonio Robles-Kelly
2015	J	`jnl`	Exposure time calculation for spectral cameras. J. Electronic Imaging Ahmed Sohaib, Antonio Robles-Kelly
2015	B	`conf`	Factor graphs for pixelwise illuminant estimation. IJCNN Lawrence Mutimbu, Antonio Robles-Kelly
2015	B	`conf`	Radiometric calibration for HDR imaging. ICIP Ahmed Sohaib, Antonio Robles-Kelly
2015	A*	`conf`	Single Image Spectral Reconstruction for Multimedia Applications. ACM Multimedia Antonio Robles-Kelly
2014	B	`conf`	An unsupervised material learning method for imaging spectroscopy. IJCNN Johannes Jordan, Elli Angelopoulou, Antonio Robles-Kelly
2014	—	`conf`	Class-Driven Color Transformation for Semantic Labeling. ACCV (3) Arash Shahriari, Jose M. Alvarez, Antonio Robles-Kelly
2014	—	`conf`	Color Photometric Stereo Using a Rainbow Light for Non-Lambertian Multicolored Surfaces. ACCV (1) Sejuti Rahman, Antony Lam, Imari Sato, Antonio Robles-Kelly
2014	B	`conf`	Factor Graphs for Image Processing. ICPR Lawrence D. Mutimbu, Antonio Robles-Kelly
2014	—	`conf`	Max-Correlation Embedding Computation. S+SSPR Antonio Robles-Kelly
2014	B	`conf`	Recovery of Spectral Sensitivity Functions from a Colour Chart Image under Unknown Spectrally Smooth Illumination. ICPR Cong Phuoc Huynh, Antonio Robles-Kelly
2014	J	`jnl`	Segmentation and Estimation of Spatially Varying Illumination. IEEE Trans. Image Process. Lin Gu, Cong Phuoc Huynh, Antonio Robles-Kelly
2014	J	`jnl`	Shadow modelling based upon Rayleigh scattering and Mie theory. Pattern Recognit. Lett. Lin Gu, Antonio Robles-Kelly
2013	—	`conf`	A Comparative Evaluation of Spectral Reflectance Representations for Spectrum Reconstruction, Interpolation and Classification. CVPR Workshops Cong Phuoc Huynh, Antonio Robles-Kelly
2013	B	`conf`	A method for estimating light direction, shape, and reflection parameters from a single image. ICIP Sejuti Rahman, Antonio Robles-Kelly
2013	B	`conf`	A relaxed factorial Markov random field for colour and depth estimation from a single foggy image. ICIP Lawrence Mutimbu, Antonio Robles-Kelly
2013	B	`conf`	A spiking neural network for illuminant-invariant colour discrimination. IJCNN Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2013	J	`jnl`	An optimisation approach to the recovery of reflection parameters from a single hyperspectral image. Comput. Vis. Image Underst. Sejuti Rahman, Antonio Robles-Kelly
2013	B	`conf`	Automatic exposure control for multispectral cameras. ICIP Ahmed Sohaib, Nariman Habili, Antonio Robles-Kelly
2013	J	`jnl`	Efficient Estimation of Reflectance Parameters From Imaging Spectroscopy. IEEE Trans. Image Process. Lin Gu, Antonio Robles-Kelly, Jun Zhou
2013	—	`book`	Imaging Spectroscopy for Scene Analysis. Antonio Robles-Kelly, Cong Phuoc Huynh
2013	J	`jnl`	Imaging spectroscopy for scene analysis: challenges and opportunities. IET Comput. Vis. Antonio Robles-Kelly, Bill Simpson-Young
2013	Misc	`conf`	Reconstructing Polarisation Components from Unpolarised Images. DICTA Lin Gu, Cong Phuoc Huynh, Antonio Robles-Kelly
2013	J	`jnl`	Shape and Refractive Index from Single-View Spectro-Polarimetric Images. Int. J. Comput. Vis. Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock
2012	—	`conf`	A Biologically Motivated Double-Opponency Approach to Illumination Invariance. ACCV (3) Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2012	B	`conf`	A spectral reflectance representation for recognition and reproduction. ICPR Sivalogeswaran Ratnasingam, Antonio Robles-Kelly
2012	—	`conf`	Colour Matching Function Learning. SSPR/SPR Luis Romero-Ortega, Antonio Robles-Kelly
2012	J	`jnl`	Discriminative Probabilistic Prototype Learning CoRR Edwin V. Bonilla, Antonio Robles-Kelly
2012	A*	`conf`	Discriminative Probabilistic Prototype Learning. ICML Edwin V. Bonilla, Antonio Robles-Kelly
2012	J	`jnl`	Geometric graph comparison from an alignment viewpoint. Pattern Recognit. Surya Prakash, Antonio Robles-Kelly
2012	B	`conf`	Illuminant segmentation in non-uniformly lit scenes. ICPR Cong Phuoc Huynh, Antonio Robles-Kelly
2012	B	`conf`	Shadow detection via Rayleigh scattering and Mie theory. ICPR Lin Gu, Antonio Robles-Kelly
2011	J	`jnl`	Discriminant Absorption-Feature Learning for Material Classification. IEEE Trans. Geosci. Remote. Sens. Zhouyu Fu, Antonio Robles-Kelly
2011	J	`jnl`	Graph attribute embedding via Riemannian submersion learning. Comput. Vis. Image Underst. Haifeng Zhao, Antonio Robles-Kelly, Jun Zhou, Jianfeng Lu, Jing-Yu Yang
2011	J	`jnl`	Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. Yuntao Qian, Sen Jia, Jun Zhou, Antonio Robles-Kelly
2011	—	`conf`	Learning a Gaussian basis for spectra representation aimed at reflectance classification. CVPR Workshops Antonio Robles-Kelly
2011	J	`jnl`	MILIS: Multiple Instance Learning with Instance Selection. IEEE Trans. Pattern Anal. Mach. Intell. Zhouyu Fu, Antonio Robles-Kelly, Jun Zhou
2011	A*	`conf`	Material-specific user colour profiles from imaging spectroscopy data. ICCV Lin Gu, Cong Phuoc Huynh, Antonio Robles-Kelly, Jun Zhou
2011	Misc	`conf`	On the Recovery of Shape and Reflectance from a Single Multispectral Image. DICTA Sejuti Rahman, Antonio Robles-Kelly
2011	Misc	`conf`	On the Use of the Chi-Squared Distance for the Structured Learning of Graph Embeddings. DICTA Haifeng Zhao, Antonio Robles-Kelly, Jun Zhou
2011	Misc	`conf`	Specularity Removal from Imaging Spectroscopy Data via Entropy Minimisation. DICTA Lin Gu, Antonio Robles-Kelly
2010	—	`conf`	A Probabilistic Approach to Spectral Unmixing. SSPR/SPR Cong Phuoc Huynh, Antonio Robles-Kelly
2010	J	`jnl`	A Solution of the Dichromatic Model for Multispectral Photometric Invariance. Int. J. Comput. Vis. Cong Phuoc Huynh, Antonio Robles-Kelly
2010	—	`conf`	A Structured Learning Approach to Attributed Graph Embedding. SSPR/SPR Haifeng Zhao, Jun Zhou, Antonio Robles-Kelly
2010	J	`jnl`	A semi-supervised approach to space carving. Pattern Recognit. Surya Prakash, Antonio Robles-Kelly
2010	B	`conf`	Hyperspectral imaging for skin recognition and biometrics. ICIP Cong Phuoc Huynh, Antonio Robles-Kelly
2010	B	`conf`	Image Inpainting Based on Local Optimisation. ICPR Jun Zhou, Antonio Robles-Kelly
2010	Misc	`conf`	L1/2 Sparsity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing. DICTA Yuntao Qian, Sen Jia, Jun Zhou, Antonio Robles-Kelly
2010	J	`jnl`	Mixing Linear SVMs for Nonlinear Classification. IEEE Trans. Neural Networks Zhouyu Fu, Antonio Robles-Kelly, Jun Zhou
2010	C	`conf`	Multi-spectral remote sensing image registration via spatial relationship analysis on sift keypoints. IGARSS Mahmudul Hasan, Xiuping Jia, Antonio Robles-Kelly, Jun Zhou, Mark R. Pickering
2010	—	`conf`	Object of Interest Detection by Saliency Learning. ECCV (2) Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2010	B	`conf`	Regisration of hyperspectral and trichromatic images via cross cumulative residual entropy maximisation. ICIP Mahmudul Hasan, Mark R. Pickering, Antonio Robles-Kelly, Jun Zhou, Xiuping Jia
2010	B	`conf`	Robust Shape from Polarisation and Shading. ICPR Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock
2010	A*	`conf`	Shape and refractive index recovery from single-view polarisation images. CVPR Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock
2009	—	`conf`	A Graph-Based Feature Combination Approach to Object Tracking. ACCV (2) Quang Anh Nguyen, Antonio Robles-Kelly, Jun Zhou
2009	—	`conf`	An affine Invariant hyperspectral texture descriptor based upon heavy-tailed distributions and fourier analysis. CVPR Workshops Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2009	A*	`conf`	An instance selection approach to Multiple instance Learning. CVPR Zhouyu Fu, Antonio Robles-Kelly
2009	Misc	`conf`	Automatic Detection of Defective Zebrafish Embryos via Shape Analysis. DICTA Haifeng Zhao, Jun Zhou, Antonio Robles-Kelly, Jianfeng Lu, Jing-Yu Yang
2009	Misc	`conf`	Learning the Optimal Transformation of Salient Features for Image Classification. DICTA Jun Zhou, Zhouyu Fu, Antonio Robles-Kelly
2009	A*	`conf`	Simultaneous photometric invariance and shape recovery. ICCV Cong Phuoc Huynh, Antonio Robles-Kelly
2008	A*	`conf`	A NURBS-based spectral reflectance descriptor with applications in computer vision and pattern recognition. CVPR Cong Phuoc Huynh, Antonio Robles-Kelly
2008	B	`conf`	A fast hierarchical approach to image segmentation. ICPR Zhouyu Fu, Antonio Robles-Kelly
2008	A*	`conf`	A quasi-random sampling approach to image retrieval. CVPR Jun Zhou, Antonio Robles-Kelly
2008	B	`conf`	A semisupervised approach to space carving. ICPR Surya Prakash, Antonio Robles-Kelly
2008	Misc	`conf`	Content-Based Image Retrieval via Subspace-Projected Salient Features. DICTA Jyun-Hao Huang, Ali Zia, Jun Zhou, Antonio Robles-Kelly
2008	B	`conf`	Fast multiple instance learning via L1, 2 logistic regression. ICPR Zhouyu Fu, Antonio Robles-Kelly
2008	—	`conf`	On Mixtures of Linear SVMs for Nonlinear Classification. SSPR/SPR Zhouyu Fu, Antonio Robles-Kelly
2008	—	`conf`	Optimal Solution of the Dichromatic Model for Multispectral Photometric Invariance. SSPR/SPR Cong Phuoc Huynh, Antonio Robles-Kelly
2008	Misc	`conf`	Texture Descriptors via Stable Distributions. DICTA Pattaraporn Khuwuthyakorn, Antonio Robles-Kelly, Jun Zhou
2007	Misc	`conf`	A Linear Programming Approach to Surface Fitting. DICTA Zhouyu Fu, Antonio Robles-Kelly, Fangfang Lu
2007	J	`jnl`	A Riemannian approach to graph embedding. Pattern Recognit. Antonio Robles-Kelly, Edwin R. Hancock
2007	—	`conf`	An Energy Minimisation Approach to Attributed Graph Regularisation. EMMCVPR Zhouyu Fu, Antonio Robles-Kelly
2007	Misc	`conf`	Comparative Colorimetric Simulation and Evaluation of Digital Cameras Using Spectroscopy Data. DICTA Cong Phuoc Huynh, Antonio Robles-Kelly
2007	Misc	`conf`	Convex Optimisation for Multiclass Image Labeling. DICTA Zhouyu Fu, Antonio Robles-Kelly
2007	J	`jnl`	Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering. Int. J. Comput. Vis. Andrea Torsello, Antonio Robles-Kelly, Edwin R. Hancock
2007	—	`conf`	Efficient Graph Cuts for Multiclass Interactive Image Segmentation. ACCV (2) Fangfang Lu, Zhouyu Fu, Antonio Robles-Kelly
2007	A*	`conf`	Kernel-based Tracking from a Probabilistic Viewpoint. CVPR Quang Anh Nguyen, Antonio Robles-Kelly, Chunhua Shen
2007	A*	`conf`	Learning Object Material Categories via Pairwise Discriminant Analysis. CVPR Zhouyu Fu, Antonio Robles-Kelly
2007	J	`jnl`	On Automatic Absorption Detection for Imaging Spectroscopy: A Comparative Study. IEEE Trans. Geosci. Remote. Sens. Zhouyu Fu, Antonio Robles-Kelly, Terry Caelli, Robby T. Tan
2007	Misc	`conf`	Robust Surface Reconstruction from Gradient Field Using the L1 Norm. DICTA Zhouyu Fu, Antonio Robles-Kelly, Fangfang Lu
2007	J	`jnl`	Shape-From-Shading Using the Heat Equation. IEEE Trans. Image Process. Antonio Robles-Kelly, Edwin R. Hancock
2006	—	`conf`	A Tuned Eigenspace Technique for Articulated Motion Recognition. ECCV (1) M. Masudur Rahman, Antonio Robles-Kelly
2006	—	`conf`	A Wavelet-Based Approach to Image Feature Stability Assessment. CVPR Workshops Antonio Robles-Kelly, Roland Goecke
2006	—	`conf`	Boosted Band Ratio Feature Selection for Hyperspectral Image Classification. ICPR (1) Zhouyu Fu, Terry Caelli, Nianjun Liu, Antonio Robles-Kelly
2006	B	`conf`	Enhanced Kernel-Based Tracking for Monochromatic and Thermographic Video. AVSS Quang Anh Nguyen, Antonio Robles-Kelly, Chunhua Shen
2006	—	`conf`	Invariant Object Material Identification via Discriminant Learning on Absorption Features. CVPR Workshops Zhouyu Fu, Antonio Robles-Kelly, Robby T. Tan, Terry Caelli
2006	—	`conf`	Point Pattern Matching Via Spectral Geometry. SSPR/SPR Antonio Robles-Kelly, Edwin R. Hancock
2006	—	`conf`	Transitivity-based Removal of Correspondence Outliers for Motion Analysis. CVPR Workshops Antonio Robles-Kelly, Yael Moses
2005	Misc	`conf`	A Thermodynamics Approach to Graph Similarity. DICTA Antonio Robles-Kelly
2005	J	`jnl`	A graph-spectral method for surface height recovery. Pattern Recognit. Antonio Robles-Kelly, Edwin R. Hancock
2005	J	`jnl`	Estimating the surface radiance function from single images. Graph. Model. Antonio Robles-Kelly, Edwin R. Hancock
2005	J	`jnl`	Graph Edit Distance from Spectral Seriation. IEEE Trans. Pattern Anal. Mach. Intell. Antonio Robles-Kelly, Edwin R. Hancock
2005	A*	`conf`	Regular Polygon Detection. ICCV Nick Barnes, Gareth Loy, David Shaw, Antonio Robles-Kelly
2005	C	`conf`	Segmentation via Graph-Spectral Methods and Riemannian Geometry. CAIP Antonio Robles-Kelly
2004	J	`jnl`	A graph-spectral approach to shape-from-shading. IEEE Trans. Image Process. Antonio Robles-Kelly, Edwin R. Hancock
2004	J	`jnl`	A probabilistic spectral framework for grouping and segmentation. Pattern Recognit. Antonio Robles-Kelly, Edwin R. Hancock
2004	B	`conf`	Correction of underexposed images using scene radiance estimation. ICIP Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Estimating the Surface Radiance Function from Single Images. 3DPVT Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Facial View Synthesis from a Single Image using Shape from Shading. 3DPVT William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004	C	`conf`	Radiance Function Estimation for Object Classification. CIARP Antonio Robles-Kelly, Edwin R. Hancock
2004	B	`conf`	Reflectance correction for perspiring faces. ICIP William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004	A	`conf`	Single image facial view synthesis using SFS. BMVC William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Skin Reflectance Modelling for Face Recognition. ICPR (3) William A. P. Smith, Antonio Robles-Kelly, Edwin R. Hancock
2004	C	`conf`	Spanning Tree Recovery via Random Walks in a Riemannian Manifold. CIARP Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Steady State Random Walks for Path Estimation. SSPR/SPR Antonio Robles-Kelly, Edwin R. Hancock
2004	J	`jnl`	String Edit Distance, Random Walks And Graph Matching. Int. J. Pattern Recognit. Artif. Intell. Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Surface Height Recovery Using Heat Flow and Manifold Embedding. 3DPVT Antonio Robles-Kelly, Edwin R. Hancock
2004	B	`conf`	Surface height recovery from surface normals using manifold embedding. ICIP Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Testing Reflectance Models Against Radiance Data. 3DPVT Hossein Ragheb, Antonio Robles-Kelly, Edwin R. Hancock
2004	A	`conf`	Underexposed Image Correction Via Approximation of the Scene Radiance Function. BMVC Antonio Robles-Kelly, Edwin R. Hancock
2004	—	`conf`	Vector Field Smoothing Via Heat Flow. ICPR (2) Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`conf`	A Graph-Spectral Method for Surface Height Recovery. IMA Conference on the Mathematics of Surfaces Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`conf`	An Eigenvector Method for Surface Recovery. VVG Antonio Robles-Kelly, Edwin R. Hancock
2003	Misc	`conf`	An eigenvector method for shape-from-shading. ICIAP Antonio Robles-Kelly, Edwin R. Hancock
2003	A*	`conf`	Edit Distance From Graph Spectra. ICCV Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`conf`	Graph Matching Using Spectral Seriation and String Edit Distance. GbRPR Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`conf`	Graph Matching Using Spectral Seriation. EMMCVPR Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`—`	Graph-spectral methods for computer vision. Antonio Robles-Kelly
2003	—	`conf`	Lambertian Correction for Rough and Specular Surfaces. VVG Antonio Robles-Kelly, Edwin R. Hancock
2003	—	`conf`	Surface acquisition from single gray-scale images. ICIP (3) Antonio Robles-Kelly, Adrian G. Bors, Edwin R. Hancock
2002	—	`conf`	A Fast Leading Eigenvector Approximation for Segmentation and Grouping. ICPR (2) Antonio Robles-Kelly, Sudeep Sarkar, Edwin R. Hancock
2002	—	`conf`	A Graph-Spectral Approach to Correspondence Matching. ICPR (4) Antonio Robles-Kelly, Edwin R. Hancock
2002	—	`conf`	A Graph-Spectral Approach to Surface Segmentatio. ICPR (3) Antonio Robles-Kelly, Edwin R. Hancock
2002	A	`conf`	A Mumford-Shah Diffusion Process for Shape-from-Shading. BMVC Antonio Robles-Kelly, Edwin R. Hancock
2002	—	`conf`	A graph spectral approach to shape-from-shading. ICIP (2) Antonio Robles-Kelly, Edwin R. Hancock
2002	J	`jnl`	An expectation-maximisation framework for segmentation and grouping. Image Vis. Comput. Antonio Robles-Kelly, Edwin R. Hancock
2002	J	`jnl`	Detecting multiple texture planes using local spectral distortion. Image Vis. Comput. Eraldo Ribeiro, Antonio Robles-Kelly, Edwin R. Hancock
2002	—	`conf`	Model Acquisition Using Shape-from-Shading. AMDO Antonio Robles-Kelly, Edwin R. Hancock
2002	—	`conf`	Pairwise Clustering with Matrix Factorisation and the EM Algorithm. ECCV (2) Antonio Robles-Kelly, Edwin R. Hancock
2002	—	`conf`	String Edit Distance, Random Walks and Graph Matching. SSPR/SPR Antonio Robles-Kelly, Edwin R. Hancock
2001	—	`conf`	A Graph-Spectral Method for Surface Height Recovery from Needle-maps. CVPR (1) Antonio Robles-Kelly, Edwin R. Hancock
2001	—	`conf`	A Maximum Likelihood Framework for Grouping and Segmentation. EMMCVPR Antonio Robles-Kelly, Edwin R. Hancock
2001	A*	`conf`	A Maximum Likelihood Framework for Iterative Eigendecomposition. ICCV Antonio Robles-Kelly, Edwin R. Hancock
2001	—	`conf`	A Probabilistic Framework for Graph Clustering. CVPR (1) Bin Luo, Antonio Robles-Kelly, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
2001	A	`conf`	An EM-like Algorithm for Motion Segmentation via Eigendecomposition. BMVC Antonio Robles-Kelly, Edwin R. Hancock
2001	—	`conf`	An Expectation-Maximisation Framework for Perceptual Grouping. IWVF Antonio Robles-Kelly, Edwin R. Hancock
2001	C	`conf`	Discovering Shape Categories by Clustering Shock Trees. CAIP Bin Luo, Antonio Robles-Kelly, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
2001	A	`conf`	Graph Matching using Adjacency Matrix Markov Chains. BMVC Antonio Robles-Kelly, Edwin R. Hancock
2001	—	`conf`	Hierarchical iterative eigendecomposition for motion segmentation. ICIP (2) Antonio Robles-Kelly, Adrian G. Bors, Edwin R. Hancock
2001	—	`conf`	Learning shape categories by clustering shock trees. ICIP (3) Bin Luo, Richard C. Wilson, Antonio Robles-Kelly, Andrea Torsello, Edwin R. Hancock
2001	Misc	`conf`	Maximum Likelihood Motion Segmentation Using Eigendecomposition. ICIAP Antonio Robles-Kelly, Edwin R. Hancock
2000	A	`conf`	Grouping Line-segments using Eigenclustering. BMVC Antonio Robles-Kelly, Edwin R. Hancock