Toby P. Breckon

According to our database1, Toby P. Breckon
  • authored at least 45 papers between 2004 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Depth Not Needed - An Evaluation of RGB-D Feature Encodings for Off-Road Scene Understanding by Convolutional Neural Network.
CoRR, 2018

2017
Noise robust image edge detection based upon the automatic anisotropic Gaussian kernels.
Pattern Recognition, 2017

An evaluation of region based object detection strategies within X-ray baggage security imagery.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder.
CoRR, 2016

Back to Butterworth - a Fourier basis for 3D surface relief hole filling within RGB-D imagery.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Constant-time bilateral filter using spectral decomposition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Dense gradient-based features (DEGRAF) for computationally efficient and invariant feature extraction in real-time applications.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Generalized dynamic object removal for dense stereo vision based scene mapping using synthesised optical flow.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Transfer learning using convolutional neural networks for object classification within X-ray baggage security imagery.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

SMS Spam Filtering Using Probabilistic Topic Modelling and Stacked Denoising Autoencoder.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

From On-Road to Off: Transfer Learning Within a Deep Convolutional Neural Network for Segmentation and Classification of Off-Road Scenes.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Quantitative Evaluation of Stereo Visual Odometry for Autonomous Vessel Localisation in Inland Waterway Sensing Applications.
Sensors, 2015

Materials-based 3D segmentation of unknown objects from dual-energy computed tomography imagery in baggage security screening.
Pattern Recognition, 2015

Object classification in 3D baggage security computed tomography imagery using visual codebooks.
Pattern Recognition, 2015

Robust visual tracking via speedup multiple kernel ridge regression.
J. Electronic Imaging, 2015

Improved raindrop detection using combined shape and saliency descriptors with scene context isolation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Improved 3D sparse maps for high-performance SFM with low-cost omnidirectional robots.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
3D object classification in baggage computed tomography imagery using randomised clustering forests.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Improved Depth Recovery In Consumer Depth Cameras via Disparity Space Fusion within Cross-spectral Stereo.
Proceedings of the British Machine Vision Conference, 2014

2013
Cross-spectral visual simultaneous localization and mapping (SLAM) with sensor handover.
Robotics and Autonomous Systems, 2013

A comparison of 3D interest point descriptors with application to airport baggage object detection in complex CT imagery.
Pattern Recognition, 2013

Challenges of finding aesthetically pleasing images.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

A distance driven method for metal artefact reduction in computed tomography.
Proceedings of the IEEE International Conference on Image Processing, 2013

A foreground object based quantitative assessment of dense stereo approaches for use in automotive environments.
Proceedings of the IEEE International Conference on Image Processing, 2013

Dictionary of Computer Vision and Image Processing, Second Edition.
Wiley, ISBN: 978-1-119-94186-6, 2013

2012
A hierarchical extension to 3D non-parametric surface relief completion.
Pattern Recognition, 2012

Automatic real-time road marking recognition using a feature driven approach.
Mach. Vis. Appl., 2012

The application of support vector machine classification to detect cell nuclei for automated microscopy.
Mach. Vis. Appl., 2012

An empirical comparison of real-time dense stereo approaches for use in the automotive environment.
EURASIP J. Image and Video Processing, 2012

Fully automatic 3D Threat Image Projection: Application to densely cluttered 3D Computed Tomography baggage images.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

A novel intensity limiting approach to Metal Artefact Reduction in 3D CT baggage imagery.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A comparison of classification approaches for threat detection in CT based baggage screening.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A 3D extension to cortex like mechanisms for 3D object class recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

On Cross-Spectral Stereo Matching using Dense Gradient Features.
Proceedings of the British Machine Vision Conference, 2012

2011
Automatic Road Environment Classification.
IEEE Trans. Intelligent Transportation Systems, 2011

Real-time visual saliency by Division of Gaussians.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A non-temporal texture driven approach to real-time fire detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
A classifier based approach for the detection of potential threats in CT based Baggage Screening.
Proceedings of the International Conference on Image Processing, 2010

Object Recognition using 3D SIFT in Complex CT Volumes.
Proceedings of the British Machine Vision Conference, 2010

2009
Real-Time Traversable Surface Detection by Colour Space Fusion and Temporal Analysis.
Proceedings of the Computer Vision Systems, 2009

2008
Three-Dimensional Surface Relief Completion Via Nonparametric Techniques.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

2005
Amodal volume completion: 3D visual completion.
Computer Vision and Image Understanding, 2005

Plausible 3D Colour Surface Completion Using Non-parametric Techniques.
Proceedings of the Mathematics of Surfaces XI, 2005

Non-Parametric 3D Surface Completion.
Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005

2004
Environment Authentication Through 3D Structural Analysis.
Proceedings of the Image Analysis and Recognition: International Conference, 2004


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