Publications
- Deep globally constrained MRFs for Human Pose Estimation
MARRAS I, PALASEK P and 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 and 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 and 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 and 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 and Harte C
J Acoust Soc Am vol. 142 (6), 3530-3540.
01-12-2017 - Alternatives in chromaticity
Bangert T and 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 and Reiss JD
Applied Sciences (Switzerland) vol. 7 (11)
16-11-2017 - Deep neural architectures for prediction in healthcare
Kollias D, Tagaris A, Stafylopatis A, Kollias S and Tagaris G
Complex & Intelligent Systems, Springer Nature vol. 4 (2), 119-131.
13-11-2017 - Linear Maximum Margin Classifier for Learning from Uncertain Data
TZELEPIS C, PATRAS and MEZARIS V
Ieee Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers
10-11-2017 - Dynamic temporal behaviour of the keyboard action on the Hammond organ and its perceptual significance
MORO G, MCPHERSON A and SANDLER M
Journal of The Acoustical Society of America, Acoustical Society of America
10-11-2017 - Automatic game tuning for strategic diversity
Gaina RD, Volkovas R, Diaz CG and Davidson R
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 and Perez D
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 and 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, Kollias S and Stafylopatis A
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, Bianconi F and SMERALDI F
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 and 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 and 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 and 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 and 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 and 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 and Stowell D
Proceedings of the 20th International Conference on Digital Audio Effects (DAFx-17)., 56-63.
05-10-2017 - Zero-Delay Large Signal Convolution Using Multiple Processor Architectures
Jillings N, Reiss JD and Stables R
2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)., 339-343.
01-10-2017 - Stem Audio Mixing as a Content-Based Transformation of Audio Features
Ramírez MAM and Reiss JD
2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)., 1-6.
01-10-2017 - SmileNet: Registration-Free Smiling Face Detection in the Wild
Jang Y, Gunes H and Patras I
2017 IEEE International Conference on Computer Vision Workshops (ICCVW)., 1581-1589.
01-10-2017 - An Augmented Lagrangian Method for Piano Transcription Using Equal Loudness Thresholding and LSTM-Based Decoding
Ewert S and Sandler MB
2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)., 146-150.
01-10-2017 - A data-driven model of tonal chord sequence complexity
Di Giorgi B, Dixon S, Zanoni M and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Perez-Liebana D
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 and 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 and SANDLER MARK
3rd Web Audio Conference Queen Mary University of London.
21-08-2017 - General Video Game Rule Generation
Khalifa A, Green MC, Perez-Liebana D and 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 and Saunders A
2017 IEEE Conference on Computational Intelligence and Games (CIG)., 17-24.
01-08-2017 - Building an Automatic Sprite Generator with Deep Convolutional Generative Adversarial Networks
Horsley L and Perez-Liebana D
2017 IEEE Conference on Computational Intelligence and Games (CIG)., 134-141.
01-08-2017 - Real-time physical model of an Aeolian harp
SELFRIDGE R, Moffat D, Reiss J and 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 and Patras I
19-07-2017 - REAL-TIME PHYSICAL MODEL FOR SYNTHESIS OF SWORD SWING SOUNDS
SELFRIDGE R, Moffat D and 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 and 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 and 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 and 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, Kotsia I, Zhao G and 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 and 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, Zhao G and Kotsia I
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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Patras I
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval., 397-401.
06-06-2017 - Music thumbnailing for radio podcasts: A listener evaluation
Mehrabi A, Harte C, Baume C and 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 and Perez-Liebana D
2017 IEEE Congress on Evolutionary Computation (CEC)., 2078-2085.
01-06-2017 - Evolving Game Skill-Depth Using General Video Game AI Agents
Liu J, Togelius J, Pèrez-Liebana D and Lucas SM
2017 IEEE Congress on Evolutionary Computation (CEC)., 2299-2307.
01-06-2017 - Evaluating and Modelling Hanabi-Playing Agents
Walton-Rivers J, Williams PR, Bartle R, Perez-Liebana D and 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 and 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, Fravolini ML, di Maria F and Smeraldi 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 and 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 and 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 and SMERALDI F
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning Bruges, Belgium 26 Apr 2017 - 28 Apr 2017.
26-04-2017 - Rearrangement of Timbre Space Due To Background Noise: Behavioural Evidence and Acoustic Correlates
Zacharakis A, Terrell MJ, Simpson AJR, Pastiadis K and Reiss JD
Acta Acustica, Wissenschaftliche Verlagsgesellschaft Mbh vol. 103 (2), 288-298.
01-03-2017 - Interference Reduction in Music Recordings Combining Kernel Additive Modelling and Non-Negative Matrix Factorization
Yela DF, Ewert S, FitzGerald D and Sandler M
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 51-55.
01-03-2017 - 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 and De Man B
Journal of The Audio Engineering Society, Audio Engineering Society
16-02-2017 - A Machine-Learning Approach to Application of Intelligent Artificial Reverberation
Chourdakis E and REISS J
Journal of The Audio Engineering Society, Audio Engineering Society vol. 65
16-02-2017 - Vocal imitation of synthesised sounds varying in pitch, loudness and spectral centroid
MEHRABI A, Dixon S and 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 and 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 and Lucas SM
2016 8th Computer Science and Electronic Engineering Conference, CEEC 2016 - Conference Proceedings., 186-191.
27-01-2017 - The mix evaluation dataset
De Man B and Reiss JD
Proceedings of the International Conference on Digital Audio Effects, DAFx., 436-442.
01-01-2017 - Recognition of Piano Pedalling Techniques Using Gesture Data
Liang B, Fazekas G and 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 - Predicting limb viability following lower extremity vascular trauma
Perkins ZB, Yet B, Glasgow S, Marsh W, Rasmussen TE and Tai NRM
BRITISH JOURNAL OF SURGERY. vol. 104, 7-7.
01-01-2017 - Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques
Liang B, Fazekas G, McPherson A and Sandler M
Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark., 325-329.
01-01-2017 - Physically derived synthesis model of a cavity tone
Selfridge R, Reiss JD and Avital EJ
Proceedings of the International Conference on Digital Audio Effects, DAFx., 307-314.
01-01-2017 - Opponent Models Comparison for 2 Players in GVGAI Competitions
Gonzalez-Castro JM and Perez-Liebana D
2017 9th Computer Science and Electronic Engineering (CEEC)., 151-156.
01-01-2017 - On the importance of temporal context in proximity kernels: A vocal separation case study
Yela DF, Ewert S, Fitzgerald D and Sandler M
Proceedings of the AES International Conference. vol. 22-24-June-2017, 13-20.
01-01-2017 - Near-Duplicate Video Retrieval by Aggregating Intermediate CNN Layers
KORDOPATIS-ZILOS G, Papadopoulos S, Patras I and Kompatsiaris Y
International Conference on Multimedia Modeling. vol. 10132 LNCS, 251-263.
01-01-2017 - Local interpretable model-agnostic explanations for music content analysis
Mishra S, Sturm BL and Dixon S
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017., 537-543.
01-01-2017 - Investigation of a drum controlled cross-adaptive audio effect for live performance
Sarkar S, Reiss J and Brandtsegg O
Proceedings of the International Conference on Digital Audio Effects, DAFx., 110-117.
01-01-2017 - Intelligent multitrack reverberation based on hinge-loss Markov random fields
Benito AL and Reiss JD
Proceedings of the AES International Conference. vol. 22-24-June-2017, 61-68.
01-01-2017 - Influences of a key on soundwalk exploration with a textile sonic map
Milo A, Bryan-Kinns N and Reiss J
143rd Audio Engineering Society Convention 2017, AES 2017. vol. 2, 781-789.
01-01-2017 - HTN Fighter: Planning in a Highly-Dynamic Game
Neufeld X, Mostaghim S and Perez-Liebana D
2017 9th Computer Science and Electronic Engineering (CEEC)., 189-194.
01-01-2017 - Geographical origin prediction of folk music recordings from the United Kingdom
Kedyte V, Panteli M, Weyde T and 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 - Estimating pickup and plucking positions of guitar tones and chords with audio effects
Mohamad Z, Dixon S and 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 and Perez-Liebana D
2017 9th Computer Science and Electronic Engineering (CEEC)., 37-42.
01-01-2017 - Detection of Piano Pedaling Techniques on the Sustain Pedal
Liang B, Fazekas G and 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 and Sandler M
Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China., 279-279.
01-01-2017 - Clustering expressive timing with regressed polynomial coefficients demonstrated by a model selection test
Li S, Dixon S and Plumbley MD
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017., 457-463.
01-01-2017 - Bridging Fan Communities and Facilitating Access to Music Archives through Semantic Audio Applications
Wilmering T, Thalmann F, Fazekas G and Sandler M
Proc. 143 Convention of the Audio Engineering Society, (e-Brief) Oct. 18-12, New York, USA.
01-01-2017 - Bayesian network models for making maintenance decisions from data and expert judgment
Zhang H and Marsh DWR
Risk, Reliability and Safety: Innovating Theory and Practice - Proceedings of the 26th European Safety and Reliability Conference, ESREL 2016.
01-01-2017 - Assessment of Parkinson’s Disease Based on Deep Neural Networks
Tagaris A, Kollias D and 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 and 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 and Reiss JD
142nd Audio Engineering Society International Convention 2017, AES 2017.
01-01-2017 - Analysis of interactive intonation in unaccompanied SATB ensembles
Dai J and Dixon S
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017., 599-605.
01-01-2017 - An Open Access User Generated Video Dataset from 2016 Edinburgh Festival
Toutounchi F and Izquierdo E
7th Latin American Conference on Networked and Electronic Media (LACNEM 2017).
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