Items where Division is "Current Faculties > Faculty of Engineering and Physical Sciences > School of Electronics and Computer Science > Vision, Learning and Control
School of Electronics and Computer Science > Vision, Learning and Control" and Year is 2019
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Number of items: 74.
A
Texture-based region tracking using Gaussian Markov random fields for cilia motion analysis - Yasseen Hamad Al Makady and Sasan Mahmoodi
Type: Conference or Workshop Item
| 2019
| IEEE
| Item availability restricted.
Gaussian Markov random fields-based features for volumetric texture segmentation - Yasseen Almakady, Sasan Mahmoodi and Michael Bennett
Type: Conference or Workshop Item
| 2019
| IEEE
On the potential for facial attractiveness as a soft biometric - Moneera, Habeeb Alnamnakani, Sasan Mahmoodi and Mark Nixon
Type: Conference or Workshop Item
| 2019
| Springer
Accelerating nonnegative matrix factorization algorithms using extrapolation - Andersen Man Shun Ang and Nicolas Gillis
Type: Letter
| 2019
| Item availability restricted.
Algorithms and comparisons of nonnegative matrix factorizations with volume regularization for hyperspectral unmixing - Andersen Man Shun Ang and Nicolas Gillis
Type: Article
| 2019
3D cardiac shape prediction with deep neural networks: simultaneous use of images and patient metadata - Rahman Attar, Marco Pereañez, Christopher Bowles, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen and Alejandro F. Frangi
Type: Conference or Workshop Item
| 2019
| Springer Cham
| Item not available on this server.
High throughput computation of reference ranges of Biventricular Cardiac Function on the UK biobank population cohort - Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen and Alejandro F. Frangi
Type: Conference or Workshop Item
| 2019
| Springer
| Item not available on this server.
Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation - Rahman Attar, Marco Pereañez, Ali Gooya, Xènia Albà, Le Zhang, Milton Hoz de Vila, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Kenneth Fung, Jose Miguel Paiva, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen and Alejandro F. Frangi
Type: Article
| 2019
| Item not available on this server.
B
Characterization of a class of spatially interconnected systems (ladder circuits) using two-dimensional systems theory - Mohamed S. Boudellioua, Krzysztof Galkowski and Eric Rogers
Type: Article
| 2019
C
Linkage between piecewise constant Mumford-Shah model and Rudin-Osher-Fatemi model and its virtue in image segmentation - Xiaohao Cai, Raymond Chan, Carola Bibiane Schönlieb, Gabriele Steidl and Tieyong Zeng
Type: Article
| 2019
| Item availability restricted.
A two-stage classification method for high-dimensional data and point clouds - Xiaohao Cai, Raymond Chan, Xiaoyu Xie and Tieyong Zeng
Type: Article
| 2019
Iterative deconvolution for calibrating quantum control pulses - Xi Cao, B. Chu, H. Ding and Rebing Wu
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Distributed norm optimal iterative learning control for formation of networked dynamical systems - B. Chen and B. Chu
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Distributed norm optimal iterative learning control for point-to-point consensus tracking - B. Chen and B. Chu
Type: Meeting abstract
| 2019
| Item not available on this server.
A coordinate descent approach to optimal tracking time allocation in point-to-point ILC - Yiyang Chen, Bing Chu and Christopher Freeman
Type: Article
| 2019
Iterative learning control for minimum time path following - Yiyang Chen, Bing Chu and Christopher Freeman
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
Norm optimal iterative learning control for general spatial path following problem - Yiyang Chen, Bing Chu and Christopher T. Freeman
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Repetitive control of electrical stimulation for tremor suppression - Engin Copur, Christopher Freeman, Bing Chu and Dina Laila
Type: Article
| 2019
A robust and high-performance shape registration technique using characteristic functions - Zheng Cui, Sasan Mahmoodi and Michael Bennett
Type: Conference or Workshop Item
| 2019
| IEEE
| Item availability restricted.
D
MULTI-X, a State-of-the-Art Cloud-Based Ecosystem for biomedical research - Milton Hoz De Vila, Rahman Attar, Marco Pereanez and Alejandro F. Frangi
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Transfer learning across human activities using a cascade neural network architecture - Xin Du, Katayoun Farrahi and Mahesan Niranjan
Type: Conference or Workshop Item
| 2019
| Association for Computing Machinery
E
Dynamic integrative synaptic plasticity explains the spacing effect in the transition from short- to long-term memory - Terry Elliott
Type: Article
| 2019
G
Fast repetitive control with harmonic correction loops for shunt active power filter applied in weak grid - Hua Geng, Zedong Zheng, Tianming Zou, Bing Chu and Ambrish Chandra
Type: Article
| 2019
| Item not available on this server.
Soft biometric fusion for subject recognition at a distance - Bingchen Guo, Mark Nixon and John Carter
Type: Article
| 2019
H
Semantic person retrieval in surveillance using soft biometrics: AVSS 2018 Challenge II - Michael Halstead, Simon Denman, Clinton Fookes, Yingli Tian and Mark S. Nixon
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Spatial and colour opponency in anatomically constrained deep networks - Ethan William Albert Harris, Andreea Daniela Mihai and Jonathon Hare
Type: Conference or Workshop Item
| 2019
Foveated convolutions: improving spatial transformer networks by modelling the retina - Ethan William Albert Harris, Mahesan Niranjan and Jonathon Hare
Type: Conference or Workshop Item
| 2019
An evaluation of different classification algorithms for protein sequence-based reverse vaccinology prediction - Ashley Heinson, Robert Ewing, John Holloway, Christopher H. Woelk and Mahesan Niranjan
Type: Article
| 2019
J
Classification and regression analysis of lung tumors from multi-level gene expression data - Pratheeba Jeyananthan and Mahesan Niranjan
Type: Conference or Workshop Item
| 2019
| IEEE
K
Spatial audio reproduction system for VR using 360 cameras - Hansung Kim, Luca Remaggi, P.J.B. Jackson and Adrian Hilton
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
L
Two-inductor non-isolated DC-DC converter with high step-up voltage gain - Sze Sing Lee, Bing Chu, Chee Shen Lim and Kyo-Beum Lee
Type: Article
| 2019
| Item not available on this server.
Minimum-volume rank-deficient nonnegative matrix factorizations - Valentin Leplat, Andersen M.S. Ang and Nicolas Gillis
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Model Predictive Control of Neutral Point Clamped Inverter with Reduced Switching Frequency - Mu Li, Shu Zhan, B. Chu and X. Yan
Type: Conference or Workshop Item
| 2019
| The Korean Institute of Power Electronics
| Item not available on this server.
Trajectory tracking control for autonomous underwater vehicles based on fuzzy re-planning of a local desired trajectory - Xing Liu, Mingjun Zhang and Eric Rogers
Type: Article
| 2019
| Item not available on this server.
Monitoring the health of tribo-contacts - Ping Lu, Robert Wood, Joanna Grundy, Nicholas Harris, Terry J. Harvey, Mahesan Niranjan, Honor Powrie and Linghan Li
Type: Conference or Workshop Item
| 2019
| The Austrian Tribology Society
| Item not available on this server.
M
Electron tomography analysis of thylakoid assembly and fission in chloroplasts of a single-cell C4 plant, Bienertia sinuspersici - Keith Ka Ki Mai, Wai Tsun Yeung, Sang Yun Han, Xiaohao Cai, Inhwan Hwang and Byung Ho Kang
Type: Article
| 2019
| Item not available on this server.
Type: Conference or Workshop Item
| 2019
Quantifying influence in financial markets via partial correlation network inference - Tristan Millington and Mahesan Niranjan
Type: Conference or Workshop Item
| 2019
| IEEE
| Item availability restricted.
Opportunities for machine learning and artificial intelligence in a national mapping agency: a perspective on enhancing ordnance survey workflow - Jon Murray, Isabel Sargent, David Holland, A. Gardiner, Kyriaki Dionysopoulou, S. Coupland, Jonathon Hare and P Atkinson
Type: Conference or Workshop Item
| 2019
| International Society for Photogrammetry and Remote Sensing
N
Feature extraction and image processing for computer vision: 4th Edition - Mark Nixon and Alberto Aguado
Type: Book
| 2019
| Elsevier
| Item not available on this server.
Type: Dataset
| 2019
| University of Southampton
A comparison of multitask and single task learning with artificial neural networks for yield curve forecasting - Manuel Nunes, Enrico Gerding, Frank McGroarty and Mahesan Niranjan
Type: Article
| 2019
The memory advantage of long short-term memory networks for bond yield forecasting - Manuel Nunes, Enrico Gerding, Frank McGroarty and Mahesan Niranjan
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
O
OCEAN: Object-centric arranging network for self-supervised visual representations learning - Changjae Oh, Beomsup Ham, Hansung Kim, Adrian Hilton and Kwanghoon Sohn
Type: Article
| 2019
| Item not available on this server.
P
Iterative learning control design for discrete stochastic linear systems - Pavel Pakshin, Julia Emelianova, Krzysztof Galkowski and Eric Rogers
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Towards less conservative conditions for ILC design in the two-dimensional (2D) systems setting - Wojciech Paszke, Olivier Bachelier, Nima Yeganefar and Eric Rogers
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Iterative learning control of repetitive transverse loads in elastic materials - Maciej Patan, Krzysztof Patan, Krzysztof Galkowski and Eric Rogers
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Distributed and parallel sparse convex optimization for radio interferometry with PURIFY - Luke Pratley, Jason D. McEwen, Mayeul d'Avezac, Xiaohao Cai, David Perez-Suarez, Ilektra Christidi and Roland Guichard
Type: Article
| 2019
| Item availability restricted.
Sparse Bayesian mass mapping with uncertainties: peak statistics and feature locations - Matthew A. Price, Jason D. McEwen, Xiaohao Cai and Thomas D. Kitching
Type: Article
| 2019
| Item not available on this server.
R
Reproducing real world acoustics in virtual reality using spherical cameras - L. Remaggi, H. Kim, P.J.B. Jackson and A. Hilton
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
Perceived quality and spatial impression of room reverberation in VR reproduction from measured images and acoustics - Luca Remaggi, Hansung Kim, A. Neidhardt, Adrian Hilton and P.J.B. Jackson
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
Saliency map on Cnns for protein secondary structure prediction - Guillermo Romero Moreno, Mahesan Niranjan and Adam Prugel-Bennett
Type: Conference or Workshop Item
| 2019
| IEEE
| Item availability restricted.
Data-driven control of LVDC network converters: Active load stabilization - O.F. Ruiz-Martinez, J.C. Mayo Maldonado, G. Escobar, B.A. Frias-Araya, J.E. Valdez-Resendiz, J.C. Rosas-Caro and P. Rapisarda
Type: Article
| 2019
S
Terrain-aided navigation for long-endurance and deep-rated autonomous underwater vehicles - Georgios Salavasidis, Andrea Munafò, Catherine A. Harris, Thomas Prampart, Robert Templeton, Micheal Smart, Daniel T. Roper, Miles Pebody, Stephen D. McPhail, Eric Rogers and Alexander B. Phillips
Type: Article
| 2019
| Item not available on this server.
Type: Dataset
| 2019
| University of Southampton
Type: Dataset
| 2019
| University of Southampton
Type: Dataset
| 2019
| University of Southampton
Experimental analysis of low‐altitude terrain following for hover‐capable flight‐style autonomous underwater vehicles - Sophia, Maria Schillai, Stephen Turnock, Eric Rogers and Alexander Phillips
Type: Article
| 2019
3D human pose estimation from multi person stereo 360 scenes - M. Shere, Hansung Kim and Adrian Hilton
Type: Conference or Workshop Item
| 2019
| Item not available on this server.
Super long interval time-lapse image generation for proactive preservation of cultural heritage using crowdsourcing - H. Shishido, H. Kim and I. Kitahara
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Passive mobile sensing and psychological traits for large scale mood prediction - Dimitris Spathis, Sandra Servia-Rodriguez, Katayoun Farrahi, Cecilia Mascolo and Jason Rentfrow
Type: Conference or Workshop Item
| 2019
| Association for Computing Machinery
| Item not available on this server.
Sequence multi-task learning to forecast mental wellbeing from sparse self-reported data - Dimitris Spathis, Sandra Servia-Rodriguez, Katayoun Farrahi, Cecilia Mascolo and Jason Rentfrow
Type: Conference or Workshop Item
| 2019
| Association for Computing Machinery
Virtual adversarial training on graph convolutional networks in node classification - Ke Sun, Zhouchen Lin, Hantao Guo and Zhanxing Zhu
Type: Conference or Workshop Item
| 2019
| Springer Cham
| Item not available on this server.
T
Finite frequency range iterative learning fault-tolerant control for discrete time-delay uncertain systems with actuator faults - Hongfeng Tao, Wojciech Paszke, Eric Rogers, Huizhong Yang and Krzysztof Gałkowski
Type: Article
| 2019
U
Fusion of finite-set distributions: pointwise consistency and global cardinality - Murat Uney, Jeremie Houssineau, Emmanuel Delande, Simon J. Julier and Daniel E. Clark
Type: Article
| 2019
| Item not available on this server.
W
The effect of physics-based corrections and data augmentation on transfer learning for segmentation of benthic imagery - Jennifer Walker, Adam Prugel-Bennett, Blair Thornton and Takaki Yamada
Type: Conference or Workshop Item
| 2019
| IEEE
| Item not available on this server.
Z
Joint deep learning for land cover and land use classification - Ce Zhang, Isabel Sargent, Xin Pan, Huapeng Li, Andy Gardiner, Jonathon Hare and Peter M. Atkinson
Type: Article
| 2019
You only propagate once: accelerating adversarial training via maximal principle - Dinghuai Zhang, Tianyuan Zhang, Yiping Lu, Zhanxing Zhu and Bin Dong
Type: Conference or Workshop Item
| 2019
| Curran Associates, Inc.
| Item not available on this server.
Type: Book Section
| 2019
| International Machine Learning Society
| Item not available on this server.
Type: Conference or Workshop Item
| 2019
Type: Conference or Workshop Item
| 2019
FSPool: Learning set representations with featurewise sort pooling - Yan Zhang, Jonathon Hare and Adam Prugel-Bennett
Type: Conference or Workshop Item
| 2019
Learning representations of sets through optimized permutations - Yan Zhang, Jonathon Hare and Adam Prugel-Bennett
Type: Conference or Workshop Item
| 2019
| Item availability restricted.
The anisotropic noise in stochastic gradient descent: Its behavior of escaping from sharp minima and regularization effects - Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu and Jinwen Ma
Type: Book Section
| 2019
| International Machine Learning Society
| Item not available on this server.