Anil A. Bharath

Affiliations:
  • Imperial College London, Data Sciences Institute


According to our database1, Anil A. Bharath authored at least 100 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
TMS-Net: A segmentation network coupled with a run-time quality control method for robust cardiac image segmentation.
Comput. Biol. Medicine, 2023

2022
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium.
IEEE Trans. Medical Imaging, 2022

Diversity-augmented intrinsic motivation for deep reinforcement learning.
Neurocomputing, 2022

Analysing deep reinforcement learning agents trained with domain randomisation.
Neurocomputing, 2022

Estimating Cardiac Tissue Conductivity from Electrograms with Fully Convolutional Networks.
CoRR, 2022

REMuS-GNN: A Rotation-Equivariant Model for Simulating Continuum Dynamics.
CoRR, 2022

Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks.
CoRR, 2022

Detecting Aortic Valve Pathology from the 3-Chamber Cine Cardiac MRI View.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Efficient Source Camera Identification with Diversity-Enhanced Patch Selection and Deep Residual Prediction.
Sensors, 2021

Disentangling ODE parameters from dynamics in VAEs.
CoRR, 2021

Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks.
CoRR, 2021

Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Diversity-Based Trajectory and Goal Selection with Hindsight Experience Replay.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

2020
PERI-Net: a parameter efficient residual inception network for medical image segmentation.
Turkish J. Electr. Eng. Comput. Sci., 2020

Simulating Surface Wave Dynamics with Convolutional Networks.
CoRR, 2020

Episodic Self-Imitation Learning with Hindsight.
CoRR, 2020

Comparing recurrent and convolutional neural networks for predicting wave propagation.
CoRR, 2020

Left Atrial Ejection Fraction Estimation Using SEGANet for Fully Automated Segmentation of CINE MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Incorporating Human Priors into Deep Reinforcement Learning for Robotic Control.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

Strain maps of the left atrium imaged with a novel high-resolution CINE MRI protocol.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Semi-Automatic Method To Segment The Left Atrium in MR Volumes With Varying Slice Numbers.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Inverting the Generator of a Generative Adversarial Network.
IEEE Trans. Neural Networks Learn. Syst., 2019

Denoising Adversarial Autoencoders.
IEEE Trans. Neural Networks Learn. Syst., 2019

A recursive Bayesian approach to describe retinal vasculature geometry.
Pattern Recognit., 2019

Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation.
CoRR, 2019

Sample-Efficient Reinforcement Learning with Maximum Entropy Mellowmax Episodic Control.
CoRR, 2019

Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means.
CoRR, 2019

Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling.
Comput. Biol. Medicine, 2019

A Recursive Ensemble Learning Approach With Noisy Labels or Unlabeled Data.
IEEE Access, 2019

Neural Sampling Strategies for Visual Stimulus Reconstruction from Two-photon Imaging of Mouse Primary Visual Cortex.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Deep Reinforcement Learning for Subpixel Neural Tracking.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Image Synthesis with a Convolutional Capsule Generative Adversarial Network.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

A Maximum Entropy Deep Reinforcement Learning Neural Tracker.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks.
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018
Generative Adversarial Networks: An Overview.
IEEE Signal Process. Mag., 2018

Denoising adversarial autoencoders: classifying skin lesions using limited labelled training data.
IET Comput. Vis., 2018

Approximating the solution to wave propagation using deep neural networks.
CoRR, 2018

Inverting The Generator Of A Generative Adversarial Network (II).
CoRR, 2018

A Multi-task Network to Detect Junctions in Retinal Vasculature.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Deep Reinforcement Learning: A Brief Survey.
IEEE Signal Process. Mag., 2017

Conditional Autoencoders with Adversarial Information Factorization.
CoRR, 2017

LatentPoison - Adversarial Attacks On The Latent Space.
CoRR, 2017

On denoising autoencoders trained to minimise binary cross-entropy.
CoRR, 2017

A Brief Survey of Deep Reinforcement Learning.
CoRR, 2017

2016
Recurrently Decomposable 2-D Convolvers for FPGA-Based Digital Image Processing.
IEEE Trans. Circuits Syst. II Express Briefs, 2016

An assistive haptic interface for appearance-based indoor navigation.
Comput. Vis. Image Underst., 2016

Task Specific Adversarial Cost Function.
CoRR, 2016

Classifying Options for Deep Reinforcement Learning.
CoRR, 2016

Improving Sampling from Generative Autoencoders with Markov Chains.
CoRR, 2016

Adversarial Training for Sketch Retrieval.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

A data augmentation methodology for training machine/deep learning gait recognition algorithms.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Appearance-based indoor localization: A comparison of patch descriptor performance.
Pattern Recognit. Lett., 2015

Viewing angle effect on gait recognition using joint kinematics.
Proceedings of the 6th International Conference on Imaging for Crime Detection and Prevention, 2015

Indoor Localisation with Regression Networks and Place Cell Models.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Small Hand-held Object Recognition Test (SHORT).
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

A dataset for Hand-Held Object Recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Associating Locations Between Indoor Journeys from Wearable Cameras.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Spatio-chromatic Opponent Features.
Proceedings of the Computer Vision - ECCV 2014, 2014

Associating locations from wearable cameras.
Proceedings of the British Machine Vision Conference, 2014

The Last 10 Metres: Using Visual Analysis and Verbal Communication in Guiding Visually Impaired Smartphone Users to Entrances.
Proceedings of the Third Workshop on Vision and Language, 2014

2013
Mobile Visual Assistive Apps: Benchmarks of Vision Algorithm Performance.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

2012
Patch-based feature maps for pixel-level image segmentation.
Proceedings of the 20th European Signal Processing Conference, 2012

Patch-based automatic retinal vessel segmentation in global and local structural context.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Efficient Kernels Couple Visual Words Through Categorical Opponency.
Proceedings of the British Machine Vision Conference, 2012

2011
Preliminary results from an analog implementation of first-order TDCNN dynamics.
Int. J. Circuit Theory Appl., 2011

Segmentation of Endothelial Cell Boundaries of Rabbit Aortic Images Using a Machine Learning Approach.
Int. J. Biomed. Imaging, 2011

Spatio-Temporal Registration and Microvasculature Segmentation of Retinal Angiogram Sequences.
Proceedings of the Medical Image Understanding and Analysis, 2011

Joint spatio-temporal registration and microvasculature segmentation of retinal angiogram sequences.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Dense photometric stereo reconstruction on many core GPUs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
A 19 nW analogue CMOS log-domain 6th-order Bessel filter without E-minus cells.
Microelectron. J., 2009

Cell boundary analysis using radial search for dual staining techniques.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

A jump-diffusion particle filter for tracking grouped and fragmented objects.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

An analysis of the Map Seeking Circuit and Monte Carlo extensions.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Introductory Medical Imaging
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2008

Synthesis of Nonseparable 3-D Spatiotemporal Bandpass Filters on Analog Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

On Analog Networks and Mixed-Domain Spatio-Temporal Frequency Response.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A nonseparable 3D spatiotemporal bandpass filter with analog networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Next Generation Artificial Vision Systems - Reverse Engineering the Human Visual System.
Artech House Series Bioinformatics and Biomedical Imaging, Artech House, ISBN: 978-1-59693-224-1, 2008

2007
Segmentation of blood vessels from red-free and fluorescein retinal images.
Medical Image Anal., 2007

Extrapolative Spatial Models for Detecting Perceptual Boundaries in Colour Images.
Int. J. Comput. Vis., 2007

A Survey of Architecture and Function of the Primary Visual Cortex (V1).
EURASIP J. Adv. Signal Process., 2007

Gradient Field Correlation for Keypoint Correspondence.
Proceedings of the International Conference on Image Processing, 2007

Phase Invariant Keypoint Detection.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

2006
Tracking hand and finger movements for behaviour analysis.
Pattern Recognit. Lett., 2006

Sharpening Orientation Selectivity for Efficient Image Filtering.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A steerable complex wavelet construction and its application to image denoising.
IEEE Trans. Image Process., 2005

Analog networks for mixed domain spatiotemporal filtering.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Multiscale orientation estimation of perceptual boundaries.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A probabilistic approach to boundary handling.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
A Steerable Complex Wavelet Construction and Its Implementation on FPGA.
Proceedings of the Field Programmable Logic and Application, 2004

Steering in Scale Space to Optimally Detect Image Structures.
Proceedings of the Computer Vision, 2004

2002
Retinal vascular tree morphology: a semi-automatic quantification.
IEEE Trans. Biomed. Eng., 2002

2001
A method of vessel tracking for vessel diameter measurement on retinal images.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
A tiling of phase-space through self-convolution.
IEEE Trans. Signal Process., 2000

Quantification and characterisation of arteries in retinal images.
Comput. Methods Programs Biomed., 2000

Geometrical and Morphological Analysis of Vascular Branches from Fundus Retinal Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Shape from multi-rate filtering.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Retinal Blood Vessel Segmentation by Means of Scale-Space Analysis and Region Growing.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Segmentation of Retinal Blood Vessels Based on the Second Directional Derivative and Region Growing.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Steerable Filters from Erlang Functions.
Proceedings of the British Machine Vision Conference 1998, 1998


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