Publications

 
  • Deep globally constrained MRFs for Human Pose Estimation
    MARRAS I PALASEK P PATRAS I
    IEEE International Conference on Computer Vision (ICCV) Venice, Italy 22 Oct 2017 - 29 Oct 2017. 
    25-12-2017
  • A computational study on outliers in world music
    PANTELI M BENETOS E DIXON S
    Plos One, Public Library of Science (Plos) vol. 12 (12), 1-28.  
    18-12-2017
  • Pac-Man Conquers Academia: Two Decades of Research Using a Classic Arcade Game
    Rohlfshagen P Liu J Perez-Liebana D Lucas SM
    IEEE Transactions on Games, Institute of Electrical and Electronics Engineers (IEEE) vol. 10 (3), 233-256.  
    14-12-2017
  • A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis.
    Haleem MS Han L Hemert JV Li B Fleming A Pasquale LR Song BJ
    Journal of Medical Systems, Springer vol. 42 (1), 20-20.  
    07-12-2017
  • Pickup position and plucking point estimation on an electric guitar via autocorrelation.
    Mohamad Z Dixon S Harte C
    J Acoust Soc Am vol. 142 (6), 3530-3540.  
    01-12-2017
  • Alternatives in chromaticity
    Bangert T Izquierdo E
    Journal of Vision, Association For Research in Vision and Ophthalmology (Arvo) vol. 17 (15) 
    01-12-2017
  • Sound synthesis of objects swinging through air using physical models
    Selfridge R Moffat D Reiss JD
    Applied Sciences (Switzerland) vol. 7 (11) 
    16-11-2017
  • Deep neural architectures for prediction in healthcare
    Kollias D Tagaris A Stafylopatis A
    Complex & Intelligent Systems, Springer Nature vol. 4 (2), 119-131.  
    13-11-2017
  • Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance
    MORO G MCPHERSON A SANDLER M
    Journal of The Acoustical Society of America, Acoustical Society of America 
    10-11-2017
  • Linear Maximum Margin Classifier for Learning from Uncertain Data
    TZELEPIS C PATRAS MEZARIS V
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers 
    10-11-2017
  • Automatic game tuning for strategic diversity
    Gaina RD Volkovas R Diaz CG
    2017 9th Computer Science and Electronic Engineering Conference, CEEC 2017 - Proceedings., 195-200.  
    08-11-2017
  • The 2016 Two-Player GVGAI Competition
    Gaina RD Couetoux A Soemers D Winands MHM Vodopivec T Kirchgebner F Liu J Lucas SM et al.
    IEEE Transactions on Computational Intelligence and AI in Games 
    07-11-2017
  • Efficient Noisy Optimisation with the Multi-Sample and Sliding Window Compact Genetic Algorithms
    Lucas SM Liu J Pérez-Liébana D
    2017 IEEE Symposium Series on Computational Intelligence (SSCI)., 1-8.  
    01-11-2017
  • Adaptation and Contextualization of Deep Neural Network Models
    Kollias D Yu M Tagaris A Leontidis G
    2017 IEEE Symposium Series on Computational Intelligence (SSCI)., 1-8.  
    01-11-2017
  • Compact color texture descriptor based on rank transform and product ordering in the RGB color space
    Fernandez A Lima D
    International Conference on Computer Vision Workshops (CEFRL-ICCV) Venice, Italy 22 Oct 2017 - 29 Oct 2017. 
    29-10-2017
  • Transfer learning for music classification and regression tasks
    CHOI K FAZEKAS G SANDLER M Kyunghyun C
    The 18th International Society of Music Information Retrieval (ISMIR) Conference. 
    23-10-2017
  • Rolling horizon evolution enhancements in general video game playing
    Gaina RD Lucas SM Perez-Liebana D
    2017 IEEE Conference on Computational Intelligence and Games, CIG 2017., 88-95.  
    23-10-2017
  • Introducing real world physics and macro-actions to general video game ai
    Perez-Liebana D Stephenson M Gaina RD Renz J Lucas SM
    2017 IEEE Conference on Computational Intelligence and Games, CIG 2017., 248-255.  
    23-10-2017
  • Guitar-set preview: a dataset for guitar transcription and more
    Xi Q Bittner RM PAUWELS J EWERT S Bello JP
    18th Conference of the International Society for Music Information Retrieval (ISMIR): Late Breaking/Demo Session Suzhou, China 23 Oct 2017 - 27 Dec 2017. 
    23-10-2017
  • Analysis and prediction of the audio feature space when mixing raw recordings into individual stems
    Martinez Ramirez M Reiss J
    143rd Audio Engineering Society Convention. 
    18-10-2017
  • Latent force models for sound: Learning modal synthesis parameters and excitation functions from audio recordings
    Wilkinson WJ Reiss JD Stowell D
    Proceedings of the 20th International Conference on Digital Audio Effects (DAFx-17)., 56-63.  
    05-10-2017
  • An Augmented Lagrangian Method for Piano Transcription Using Equal Loudness Thresholding and LSTM-Based Decoding
    Ewert S Sandler MB
    2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)., 146-150.  
    01-10-2017
  • SmileNet: Registration-Free Smiling Face Detection in the Wild
    Jang Y Gunes H Patras I
    2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1581-1589.  
    01-10-2017
  • Stem Audio Mixing as a Content-Based Transformation of Audio Features
    Ramírez MAM Reiss JD
    2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)., 1-6.  
    01-10-2017
  • Zero-Delay Large Signal Convolution Using Multiple Processor Architectures
    Jillings N Reiss JD Stables R
    2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)., 339-343.  
    01-10-2017
  • A data-driven model of tonal chord sequence complexity
    Di Giorgi B Dixon S Zanoni M Sarti A
    IEEE/Acm Transactions on Audio, Speech, and Language Processing, 1-1.  
    28-09-2017
  • Unsupervised Taxonomy of Sound Effects
    MOFFAT DJ Ronan D Reiss JD
    20th International Conference on Digital Audio Effects (DAFx-17), Edinburgh, UK 5 Sep 2017 - 8 Sep 2017. 
    05-09-2017
  • Constructing narrative using a generative model and continuous action policies
    CHOURDAKIS ET REISS JD
    Workshop on Computational Creativity in Natural Language Generation University of Santiago De Compostela 4 Sep 2017. 
    04-09-2017
  • Physically Derived Sound Synthesis Model of a Propeller
    Selfridge R Moffat D Reiss JD
    Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-8.  
    23-08-2017
  • Distance in audio for VR
    McArthur A Sandler M Stewart R
    Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-7.  
    23-08-2017
  • Aural Fabric
    Milo A Reiss JD
    Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-5.  
    23-08-2017
  • An Archival Echo
    White B Mehrabi A Sandler MB
    Proceedings of the 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences., 1-4.  
    23-08-2017
  • Beyond Playing to Win: Diversifying Heuristics for GVGAI
    Guerrero-Romero C Louis A
    IEEE Conference on Computational Intelligence and Games (CIG). 
    22-08-2017
  • Towards a Framework for the Discovery of Collections of Live Music Recordings and Artefacts on the Semantic Web
    WILMERING T THALMANN FLORIAN SANDLER M
    3rd Web Audio Conference Queen Mary University of London. 
    21-08-2017
  • Exploring Musical Expression on the Web: Deforming, Exaggerating, and Blending Decomposed Recordings
    THALMANN FLORIAN EWERT SEBASTIAN SANDLER MARK
    3rd Web Audio Conference Queen Mary University of London. 
    21-08-2017
  • Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks
    Horsley L Perez-Liebana D
    2017 IEEE Conference on Computational Intelligence and Games (CIG)., 134-141.  
    01-08-2017
  • General Video Game Rule Generation
    Khalifa A Green MC Togelius J
    2017 IEEE Conference on Computational Intelligence and Games (CIG)., 170-177.  
    01-08-2017
  • General Video Game Playing Escapes the No Free Lunch Theorem
    Ashlock D Perez-Liebana D
    2017 IEEE Conference on Computational Intelligence and Games (CIG)., 17-24.  
    01-08-2017
  • Real-time physical model of an Aeolian harp
    SELFRIDGE R Moffat D Reiss J Avital E
    24th International Congress on Sound and Vibration London, UK 24 Jul 2017 - 27 Jul 2017. 
    27-07-2017
  • Discriminative convolutional Fisher vector network for action recognition
    Palasek P Patras I
     
    19-07-2017
  • REAL-TIME PHYSICAL MODEL FOR SYNTHESIS OF SWORD SWING SOUNDS
    SELFRIDGE R Moffat D Reiss J
    14th Sound and Music Computing Conference Espoo, Finland 5 Jul 2017 - 8 Jul 2017. 
    08-07-2017
  • Identifying Missing and Extra Notes in Piano Recordings Using Score-Informed Dictionary Learning
    WANG S Ewert SEBASTIAN Dixon SIMON
    IEEE/Acm Transactions on Audio, Speech and Language Processing 
    07-07-2017
  • The N-Tuple bandit evolutionary algorithm for automatic game improvement
    Kunanusont K Gaina RD Liu J Perez-Liebana D Lucas SM
    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings., 2201-2208.  
    05-07-2017
  • Population seeding techniques for Rolling Horizon Evolution in General Video Game Playing
    Gaina RD Lucas SM Perez-Liebana D
    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings., 1956-1963.  
    05-07-2017
  • Recognition of Affect in the Wild Using Deep Neural Networks
    Kollias D Nicolaou MA Zhao G Zafeiriou S
    2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)., 1972-1979.  
    01-07-2017
  • BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis
    Yuan S Ye Q Stenger B Jain S Kim T-K
    2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)., 2605-2613.  
    01-07-2017
  • Aff-Wild: Valence and Arousal ‘in-the-Wild’ Challenge
    Zafeiriou S Kollias D Nicolaou MA Papaioannou A
    2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)., 1980-1987.  
    01-07-2017
  • Note Value Recognition for Piano Transcription Using Markov Random Fields
    NAKAMURA E Yoshii K Dixon S
    IEEE/Acm Transactions on Audio, Speech, and Language Processing, 1-1.  
    30-06-2017
  • The future of the London Buy-To-Let property market: Simulation with temporal Bayesian Networks
    CONSTANTINOU AC Fenton N
    Plos One, Public Library of Science (Plos) vol. 12 (6) 
    27-06-2017
  • TRACKING METRICAL STRUCTURE CHANGES WITH SPARSE-NMF
    Quinton E Dixon S Sandler M O'Hanlon KO
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing. 
    19-06-2017
  • Improved template-based chord recognition using the CRP feature
    O'Hanlon KO Ewert S Pauwels J Sandler M
    2017 IEEE Conference on Acoustics, Speech and Signal Processing. 
    19-06-2017
  • Towards the characterization of singing styles in world music
    Panteli M Bittner R Bello JP Dixon S
    IEEE International Conference on Acoustics, Speech and Signal Processing., 636-640.  
    16-06-2017
  • Structured dropout for weak label and multi-instance learning and its application to score-informed source separation
    Ewert S Sandler MB
    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings., 2277-2281.  
    16-06-2017
  • Pickup position and plucking point estimation on an electric guitar
    Mohamad Z Dixon S Harte C
    2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 651-655.  
    16-06-2017
  • Query and Keyframe Representations for Ad-hoc Video Search
    Markatopoulou F Galanopoulos D Mezaris V Patras I
    Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval., 407-411.  
    06-06-2017
  • Concept Language Models and Event-based Concept Number Selection for Zero-example Event Detection
    Galanopoulos D Markatopoulou F Mezaris V Patras I
    Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval., 397-401.  
    06-06-2017
  • Evolving Game Skill-Depth Using General Video Game AI Agents
    Liu J Togelius J Pèrez-Liebana D Lucas SM
    2017 IEEE Congress on Evolutionary Computation (CEC)., 2299-2307.  
    01-06-2017
  • Music thumbnailing for radio podcasts: A listener evaluation
    Mehrabi A Harte C Baume C Dixon S
    Aes: Journal of The Audio Engineering Society vol. 65 (6), 474-481.  
    01-06-2017
  • General Video Game AI: Learning from Screen Capture
    Kunanusont K Lucas SM Perez-Liebana D
    2017 IEEE Congress on Evolutionary Computation (CEC)., 2078-2085.  
    01-06-2017
  • Evaluating and Modelling Hanabi-Playing Agents
    Walton-Rivers J Williams PR Bartle R Perez-Liebana D Lucas SM
    2017 IEEE Congress on Evolutionary Computation (CEC)., 1382-1389.  
    01-06-2017
  • Bandit-Based Random Mutation Hill-Climbing
    Liu J Perez-Liebana D Lucas SM
    2017 IEEE Congress on Evolutionary Computation (CEC)., 2145-2151.  
    01-06-2017
  • Hand-Designed Local Image Descriptors vs. Off-the-Shelf CNN-Based Features for Texture Classification: An Experimental Comparison
    Bello-Cerezo R Bianconi F Cascianelli S di Maria F
    Smart Innovation, Systems and Technologies. vol. 76, 1-10.  
    28-05-2017
  • Sounds too true to be good: diegetic infidelity–the case for sound in virtual reality
    McArthur A Stewart R Sandler M
    Journal of Media Practice vol. 18 (1), 26-40.  
    19-05-2017
  • Performance evaluation of a new flexible time division multiplexing protocol on mixed traffic types
    Song Y Wang Y Bull P Reiss JD
    2017 IEEE 31st International Conference on Advanced Information Networking and Applications., 23-30.  
    05-05-2017
  • POKer: a Partial Order Kernel for Comparing Strings with Alternative Substrings
    ABDOLLAHYAN M
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning Bruges, Belgium 26 Apr 2017 - 28 Apr 2017. 
    26-04-2017
  • Astrometric Reduction of Cassini ISS Images of Enceladus in 2015 Based on Gaia DR1
    Zhang QF Lainey V Vienne A Cooper NJ Peng QY Wang N
    Proceedings of the International Astronomical Union. vol. 12 (S330), 411-412.  
    01-04-2017
  • Rearrangement of Timbre Space Due To Background Noise: Behavioural Evidence and Acoustic Correlates
    Zacharakis A Terrell MJ Simpson AJR Pastiadis K Reiss JD
    Acta Acustica, European Acoustics Association vol. 103 (2), 288-298.  
    01-03-2017
  • A Machine-Learning Approach to Application of Intelligent Artificial Reverberation
    Chourdakis E REISS J
    Journal of The Audio Engineering Society, Audio Engineering Society vol. 65 
    16-02-2017
  • User Preference on Artificial Reverberation and Delay Time Parameters
    REISS J
    Journal of The Audio Engineering Society, Audio Engineering Society 
    16-02-2017
  • Perceptual evaluation and analysis of reverberation in multitrack music production
    REISS J De Man B
    Journal of The Audio Engineering Society, Audio Engineering Society 
    16-02-2017
  • Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid
    MEHRABI A Dixon S Sandler
    Journal of The Acoustical Society of America, Acoustical Society of America vol. 141 (2), 783-796.  
    13-02-2017
  • Gated Neural Networks for Option Pricing: Rationality by Design
    Yang Y Zheng Y Hospedales T
    Proceedings of the AAAI Conference on Artificial Intelligence. vol. 31 (1) 
    10-02-2017
  • General video game for 2 players: Framework and competition
    Gaina RD Pérez-Liébana D Lucas SM
    2016 8th Computer Science and Electronic Engineering Conference, CEEC 2016 - Conference Proceedings., 186-191.  
    27-01-2017
  • Estimating pickup and plucking positions of guitar tones and chords with audio effects
    Mohamad Z Dixon S Harte C
    Proceedings of the International Conference on Digital Audio Effects Dafx., 420-427.  
    01-01-2017
  • Diversity Maintenance Using a Population of Repelling Random-Mutation Hill Climbers
    Volkovas R Fairbank M
    2017 9th Computer Science and Electronic Engineering (CEEC)., 37-42.  
    01-01-2017
  • Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test
    Li S Dixon S Plumbley MD
    Proceedings of the 18th International Society for Music Information Retrieval Conference Ismir 2017., 457-463.  
    01-01-2017
  • Detection of Piano Pedaling Techniques on the Sustain Pedal
    Liang B Fazekas G Sandler M
    Proc. 143 Convention of the Audio Engineering Society, Oct. 18-12, New York, USA. 
    01-01-2017
  • Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models
    Pauwels J O hanlon K Fazekas G Sandler M
    Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China., 279-279.  
    01-01-2017
  • An Open Access User Generated Video Dataset from 2016 Edinburgh Festival
    Toutounchi F Izquierdo E
    7th Latin American Conference on Networked and Electronic Media (LACNEM 2017). 
    01-01-2017
  • Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications
    Wilmering T Thalmann F Fazekas G Sandler M
    Proc. 143 Convention of the Audio Engineering Society, (e-Brief) Oct. 18-12, New York, USA. 
    01-01-2017
  • Assessment of Parkinson’s Disease Based on Deep Neural Networks
    Tagaris A Stafylopatis A
    Communications in Computer and Information Science. vol. 744, 391-403.  
    01-01-2017
  • Analysis of vanilla rolling Horizon evolution parameters in general video game playing
    Gaina RD Liu J Lucas SM Pérez-Liébana D
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 10199 LNCS, 418-434.  
    01-01-2017
  • Analysis of the Subgrouping practices of professional mix engineers
    Ronan D Gunes H Reiss JD
    142nd Audio Engineering Society International Convention 2017 AES 2017. 
    01-01-2017
  • Analysis of interactive intonation in unaccompanied SATB ensembles
    Dai J Dixon S
    Proceedings of the 18th International Society for Music Information Retrieval Conference Ismir 2017., 599-605.  
    01-01-2017
  • Geographical origin prediction of folk music recordings from the United Kingdom
    Kedyte V Panteli M Weyde T Dixon S
    Proceedings of the 18th International Society for Music Information Retrieval Conference Ismir 2017., 664-670.  
    01-01-2017
  • Fluidic games in cultural contexts
    Nelson MJ, Gaudl SE, Colton S, Powley EJ, Ferrer BP, Saunders R, Ivey P and Cook M
    Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017. 
    01-01-2017
  • Recognition of Piano Pedalling Techniques Using Gesture Data
    Liang B Fazekas G Sandler M
    Proceeding Proc. of the ACM 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, Aug. 23-26, London, United Kingdom. 
    01-01-2017
  • HTN Fighter: Planning in a Highly-Dynamic Game
    Neufeld X Mostaghim S
    2017 9th Computer Science and Electronic Engineering (CEEC)., 189-194.  
    01-01-2017
  • Influences of a key on soundwalk exploration with a textile sonic map
    Milo A Bryan-Kinns N Reiss J
    143rd Audio Engineering Society Convention 2017 AES 2017. vol. 2, 781-789.  
    01-01-2017
  • Intelligent multitrack reverberation based on hinge-loss Markov random fields
    Benito AL Reiss JD
    Proceedings of the AES International Conference. vol. 22-24-June-2017, 61-68.  
    01-01-2017
  • Investigation of a drum controlled cross-adaptive audio effect for live performance
    Sarkar S Reiss J Brandtsegg O
    Proceedings of the International Conference on Digital Audio Effects Dafx., 110-117.  
    01-01-2017
  • Local interpretable model-agnostic explanations for music content analysis
    Mishra S Sturm BL Dixon S
    Proceedings of the 18th International Society for Music Information Retrieval Conference Ismir 2017., 537-543.  
    01-01-2017
  • Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers
    KORDOPATIS-ZILOS G Papadopoulos S Patras I Kompatsiaris Y
    International Conference on Multimedia Modeling. vol. 10132 LNCS, 251-263.  
    01-01-2017
  • New constraints on Saturn's interior from Cassini astrometric data
    Lainey V Jacobson RA Tajeddine R Cooper NJ Murray C Robert V Tobie G Guillot T et al.
    Icarus, Elsevier Bv vol. 281, 286-296.  
    01-01-2017
  • Opponent Models Comparison for 2 Players in GVGAI Competitions
    Gonzalez-Castro JM Perez-Liebana D
    2017 9th Computer Science and Electronic Engineering (CEEC)., 151-156.  
    01-01-2017
  • Physically derived synthesis model of a cavity tone
    Selfridge R Reiss JD Avital EJ
    Proceedings of the International Conference on Digital Audio Effects Dafx., 307-314.  
    01-01-2017
  • Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques
    Liang B Fazekas G McPherson A Sandler M
    Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark., 325-329.  
    01-01-2017
  • Predicting limb viability following lower extremity vascular trauma
    Perkins ZB Yet B Glasgow S Marsh W Rasmussen TE Tai NRM
    BRITISH JOURNAL OF SURGERY. vol. 104, 7-7.  
    01-01-2017
  • The mix evaluation dataset
    De Man B Reiss JD
    Proceedings of the International Conference on Digital Audio Effects Dafx., 436-442.  
    01-01-2017
  • Addressing the “Why?” in computational creativity: A non-anthropocentric, minimal model of intentional creative agency
    Guckelsberger C, Salge C and Colton S
    Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017. 
    01-01-2017