Scientific Publications

2017

Noord, N. van, & Postma, E. (2017). Learning scale-variant and scale-invariant features for deep image classification. Pattern Recognition, 61, 583-592.

2016

Mattheij, R., Groeneveld, K., Postma, E. & Herik, H.J. van den (2016). Depth-based detection with region comparison features. Journal of Visual Communication and Image Representation, 38.

Postma, E., & Nilsenova, M. (2016). Measuring the causal dynamics of facial interaction. Proceedings of the Cognitive Science Conference.

Vieira Da Fonseca Serras Pereira, Mariana, Cozijn, Rein, Postma, Eric, Shahid, Suleman, & Swerts, Marc (2016). Comparing a Perceptual and an Automated Vision-Based Method for Lie Detection in Younger Children. Frontiers in Psychology, 7.

2015

Joosten, B., Postma, E.O., & Krahmer, E. (2015). Voice activity detection based on facial movement. Journal of Multimodal User Interfaces, 9(3), 183-193.

Mattheij, R.J.H., Postma, M., & Postma, E.O. (2015). Mirror, Mirror in the Wall: Is there mimicry in you all? Journal of Ambient Intelligence and Smart Environments, 7(2), 121-132.

Noord, N. van, Hendriks, Ella, & Postma, E. (2015). Toward discovery of the artist’s style: learning to recognize artists by their artworks. IEEE Signal Processing Magazine, 32(4), 46-54.

Postma-Nilsenová, Marie, Postma, Eric, & Tates, Kiek (2015). Automatic detection of confusion in elderly users of a web-based health instruction video. Telemedicine and e-Health, 21(6), 514-519.

2014

Postma, M., Postma, E. O. & Gu, Y. (2014). No effect of language experience on spectral/fundamental listener type distribution: A comparison of Chinese and Dutch. The 4th International Symposium on Tonal Aspects of Languages. Gussenhoven, C., Chen, Y. & Dediu, D. (eds.). Nijmegen, The Netherlands, p. 168-171.

van Noord, N. & Postma, E. O. (2014). Capturing the gist of colour. Netherlands Conference on Computer Vision.

van Noord, N. , van der Maaten, L. J. P. , Postma, E. O., Johnson, C. R. J., Messier, P., Sethares, W. A., Klein, A. G., Brown, C., Do, A. H., Klausmeter, P., Abry, P., Jaffard, S., Wendt, H., Roux, S., Pustelnik, N., Coddington, J., Daffner, L. A., Murata, H., Wilhelm, H., Wood, S. & Messier, M. (2014). Pursuing Automated Classification of Historic Photographic Papers from Raking Light Photomicrographs. Journal of the American Institute of Conservation, 53, 3, 159-170.

Vieira Da Fonseca Serras Pereira, M., Postma, E. O., Shahid, C. S. & Swerts, M. G. J. (2014). Are You Lying to Me?: Exploring Children’s Nonverbal Cues to Deception. The Annual Meeting of the Cognitive Science Society (CGOSCI). Cognitive Science Society.

2013

Joosten, B., Postma, E. O. & Krahmer, E. J. (2013). Visual voice activity detection at different speeds. Proceedings of the 12th international conference on auditory-visual speech processing (AVSP 2013). Ouni, S., Berthomier, F. & Jesse, A. (eds.). Annecy, France: INRIA, pp. 187-190.

Liu, C., Goudbeek, M. B., Postma, E. O., Joosten, B., Ham, J. & Midden, C. (2013). Representing affective facial expressions for robots and embodied conversational agents by facial landmarks. International Journal of Social Robotics, 5, 4, 619-626.

Messier, P., Johnson, R., Wilhelm, H., Sethares, W. A., Abry, P., Klein, A. G., Jaffard, S., Wendt, H., Roux, S., Pustelnik, N., van Noord, N. J. E., van der Maaten, L. J. P. & Postma, E. O. (2013). Automated surface texture classification of inkjet and photographic media. Proceedings of the 29th international conference on digital printing technologies (NIP29). Masahiko, F. & Lozo, B. (eds.). Springfield: The society for imaging science and technology, p. 85-91.

Postma-Nilsenova, M. & Postma, E. O. (2013). Auditory perception bias in speech imitation. Frontiers in Psychology, 4, 826, 1-8.

Postma-Nilsenova, M., Postma, E. O., Balsters, M. J. H., Krahmer, E. J., Schaafsma, J., Mol, L., Vingerhoets, A. J. J. M. & Swerts, M. G. J. (2013). Automatic detection of hand/upper body movement and facial expressions as cues to feelings of exclusion. Proceedings of TiGeR 2013: The combined meeting of the 10th international Gesture Workshop (GW) and the 3rd Gesture and Speech in Interaction (GESPIN) conference.

van Noord, N. J. E., Postma, E. O. & Hendriks, E. (2013). Colour-texture analysis of paintings using ICA filter banks. Proceedings of the 22nd Belgian-Dutch conference on machine learning (BENELEARN 2013). van den Bosch, A., Heskes, T. & van Leeuwen, D. (eds.). Nijmegen: Radboud University, p. 74-81.

Postma-Nilsenova, M., Brunninkhuis, N. & Postma, E. O. (2013). Eye gaze affects vocal intonation mimicry. Proceedings of the 35th Annual Conference of the Cognitive Science Society. Knauff, M., Pauen, M., Sebanz, N. & Wachsmuth, I. (eds.). Austin, TX: Cogntive Science Society, p. 1139-1144.

Mattheij, R. J. H. & Postma, E. O. (2013). Feature-based hand detection in visual images. Proceedings of TiGeR 2013: The combined meeting of the 10th international Gesture Workshop (GW) and the 3rd Gesture and Speech in Interaction (GESPIN) conference.

Mattheij, R. J. H., Nilsenova, M. & Postma, E. O. (2013). Vocal and facial imitation of humans interacting with virtual agents. Proceedings of the 5th international conference of affective computing and intelligent interaction (ACII). s.l.: IEEE Press, pp. 815-820

van Amelsvoort, M. A. A., Joosten, B., Krahmer, E. J. & Postma, E. O. (2013). Using non-verbal cues to (automatically) assess children’s performance difficulties with arithmetic problems. Computers in Human Behavior, 29, 3, 654-664.

2012

Buisman, H. J. & Postma, E. O. (2012). The log-Gabor method: speech classification using spectogram image analysis. Proceedings of the 13th annual conference of the international speech communication association 2012 (Interspeech 2012). Red Hook, U.S.A.: Curran Associates Inc., Vol. 1, p. 518-521

Buisman, H. J. & Postma, E. O. (2012). The log-Gabor method: speech classification using spectogram image analysis. Proceeding of measuring behavior 2012, 8th international conference on methods and techniques in behavorial research (Utrecht). Spink, A. J., Grieco, F., Krips, O. E., Loijens, L. W. S., Noldus, L. P. J. J. & Zimmerman, P. H. (eds.). Wageningen: Noldus Information Technology bv.

Buisman, H. J. & Postma, E. O. (2012). The log-Gabor method: speech classification using spectrogram image analysis. Proceedings of the 24th BENELUX Conference on Artificial Intelligence, Maastricht, the Netherlands. Uiterwijk, J. W. H. M., Roos, N. & Winands, M. H. M. (eds.). Maastricht: Océ Business Services, p. 289-290.

Joosten, B., Postma, E. O., Krahmer, E. J., Kim, J. & Swerts, M. G. J. (2012). Automated measurement of spontaneous surprise. Proceedings of Measuring Behavior, the 8th international conference on methods and techniques in behavioral research. Spink, A. J., Grieco, O. E., Krips, O. E., Loijens, L. W. S., Noldus, L. P. J. J. & Zimmerman, P. H. (eds.). Wageningen: Noldus Information Technology bv, p. 385-389.

Liu, C., Ham, J., Postma, E. O., Midden, C., Joosten, B. & Goudbeek, M. B. (2012). How to make a robot smile? Perception of emotional expressions from digitally-extracted facial landmark configurations. Proceedings of the 4th International Conference on Social Robotics, ICSR 2012, Chengdu, China. Ge, S. S., Khatib, O., Cabibihan, J-J., Simmons, R. & Williams, M. A. (eds.). Berlin Heidelberg: Springer, Vol. 7621, p. 26-34 (Lecture Notes in Computer Science; vol. 7621)

Mattheij, R. J. H., Postma, E. O., van den Hurk, Y. & Spronck, P. H. M. (2012). Depth-based detection using haar-like features. Proceedings of the 24th BENELUX Conference on Artificial Intelligence, Maastricht, the Netherlands. Uiterwijk, J. W. H. M., Roos, N. & Winands, M. H. M. (eds.). Maastricht: Océ Business Services, p. 162-169.

Mattheij, R. J. H. & Postma, E. O. (2012). The eyes have it: towards enhancing sustainability. Proceedings of the 6th international conference on persuasive technology (Persuasive 2011). Haugvedt, C. & Stibe, A. (eds.). New York: ACM

Postma, E. O. & Nilsenova, M. (2012). Individual differences in FO imitation: causes and effects. Proceedings of Measuring Behavior 2012, 8th international conference on methods and techniques in behavioral research. Spink, A. J., Grieco, O. E., Krips, O. E., Loijens, L. W. S., Noldus, L. P. J. J. & Zimmerman, P. H. (eds.). Wageningen: Noldus Information Technology bv, p. 154-157

2011

Croon, G.C.H.E. de, Postma, E.O., & Herik, H.J. van den (2011). Adaptive Gaze Control for Object Detection. Cognitive Computation, 3(1), 264-278.

Stiphout, R.G.P.M. van, Lammering, G., Buijsen, J., Janssen, M.H.M., Gambacorta, M.A., Slagmolen, P., Lambrecht, M., Rubello, D., Gava, M., Giordano, A., Postma, E.O., Haustermans, K., Capirci, C., Valentini, V., & Lambin, P. (2011). Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging. Radiotherapy and Oncology, 98(1), 126-133.

Joosten, B., Amelsvoort, M. van, Krahmer, E.J., & Postma, E.O. (2011). Thin slices of head movements during problem solving reveal level of difficulty. Auditory-Visual Speech Processing.

2010

Janssens, J.H.M., Hiemstra, H., & Postma, E.O. (2010). Creating artificial vessel trajectories with Presto. In . unknown (Ed.), Proceedings of the 22nd Benelux Conference on Artificial Intelligence (BNAIC 2010)(pp. 1-2). Luxembourg.

Maaten, L.J.P. van der, & Postma, E.O. (2010). Texton-based analysis of paintings. In A. Tescher (Ed.), Proceedings of the SPIE Optical Engineering and Applications, 7798, 7789OH, San Diego: The International Society for Optical Engineering.

Ponsen, M., Croonenborghs, T., Tuyls, K.P., Ramon, J., Driessens, K., Herik, H.J. van den, & Postma, E.O. (2010). Learning with whom to communicate using relational reinforcement learning. In R. Babuška & F. Groen (Eds.),Studies in Computational Intelligence. Vol. 281 (pp. 45-65). Berlin/Heidelberg: Springer-Verlag.

Stiphout, R.G.P.M. van, Postma, E.O., Valentini, V., & Lambin, P. (2010). The contribution of machine learning to predicting cancer outcome. In . http://bnaic2010.uni.lu/proceedings.html (Ed.), Proceedings of the BNAIC 2010 (pp. 1-7). University of Luxembourg: Luxembourg.

2009

Berezhnoy, I.J., Postma, E.O., & Herik, H.J. van den (2009). Automatic extraction of brushstroke orientation from paintings. Machine Vision and Applications Journal, 20, 1-9.

Boon, P., Maaten, L. van der, Paijmans, H., Postma, E.O., & Lange, G. (2009). Digital Support for Archaeology, Interdisciplinary Science Reviews, 34, 189-205.

Croon, G. de, Sprinkhuizen-Kuyper, I.G., & Postma, E.O. (2009). Comparing active vision models. Image and Vision Computing, 27, 374-384.

Janssens, J.H.M., Flesch, I., & Postma, E.O. (2009). Outlier detection with one-class classifiers from ML and KDD. Proceedings of Machine Learning and Applications (ICMLA ’09), pp. 147-153.

Flesch, I. & Postma, E.O. (2009). Simplifying learning in non-repetitive dynamic Bayesian networks. In C. Sossai & G. Chemello (Eds.), Symbolic and Quantitative Approaches to Reasoning with Uncertainty. 10th European Conference, ECSQARU 2009, Verona, Italy Vol. 5590. Lecture Notes in Computer Science (pp. 216-227). Berlin/Heidelberg: Springer.

van der Maaten, L. J. P., Postma, E. O., & van den Herik, H. J. (2009). Dimensionality reduction: A comparative review. Technical Report TiCC TR 2009-005, (January), 1–35. https://doi.org/10.1080/13506280444000102

2008

Capalbo, M., Postma, E.O., & Goebel, R. (2008). Combining Structural Connectivity and Response Latencies to Model the Structure of the Visual System. PLoS Computational Biology, 4(8): e1000159 doi:10.1371/journal.pcbi.1000159

Johnson, C.R, Hendriks, E., Berezhnoy, I.J., Brevdo, E., Huges, S.M., Daubechies, I., Li, J., Postma, E.O., & Wang, J. (2008). Image Processing for Artist IdentificationIEEE Signal Processing Magazine, 25, 4, 27-48.

Lacroix, J., Postma, E.O., Herik, H.J. van den, & Murre, J. (2008). Toward a Visual Cognitive System using Active Top-Down Saccadic Control. International Journal of Humanoid Robotics, 5, 2, 225-246.

Torben-Nielsen, B., Tuyls, K., & Postma, E.O. (2008). EvOL-Neuron: Neuronal morphology generation. Neurocomputing, 71, 4-6, 963-972.

Torben-Nielsen, B., Vanderlooy, S., & Postma, E.O. (2008). Non-parametric algorithmic generation of neuronal morphologiesNeuroinformatics, 6 (4), 257-277.

Spronck, P.H.M., Sprinkhuizen-Kuyper, I.G., & Postma, E.O. (2008). DECA: The Doping-driven Evolutionary Control Algorithm. Applied Artificial Intelligence, 22, 3, 169-197.

2007

Postma, E.O., Herik, H.J. van den, & Lubbe, J.C.A. van der (2007). Paintings and writings in the hands of scientists. (Editorial) Pattern Recognition Letters, 28, 671-672.

Bergboer, N.H., Postma, E.O., & Herik, H.J. van den (2007). Accuracy versus Speed in Context-Based Object Detection. Pattern Recognition Letters, 28, 686-694.

Berezhnoy, I.J., Postma, E.O., & Herik, H.J. van den (2007). Computer Analysis of Van Gogh’s Complementary Colours. Pattern Recognition Letters, 28, 703-709.

Croon, G. de, & Postma, E.O. (2007). Sensory-motor coordination in object detection. Proceedings of Artificial Life (ALIFE ’07), IEEE Symposium, 147-154.

Pullen, J., Rodijnen, N.M., Postma, E.O., Stolk, L.M.L., Neef, C., & Zimmermann, L.J.I. (2007). Application of Artificial Neural Network Modeling to predict Gentamicin clearance in neonates: Preliminary study. Pharmacokinetics and Dosing of Antibiotics in Neonates, 1.

Torben-Nielsen, B., Tuyls, K., & Postma, E.O. (2007). On the neuronal morphology-function relationship: a synthetic approach. Knowledge Discovery and Emergent Complexity in Bioinformatics, 131-144.

Maaten, L. van der, & Postma, E.O. (2007). Texton-based texture classification. Proceedings of the Belgium-Netherlands Artificial Intelligence Conference (BNAIC’07).

Lacroix, J., Postma, E.O., & Herik, H. van den (2007). Modeling visual classification using bottom-up and top-down fixation selection. Proceedings of the 29th Annual Meeting of the Cognitive Science Society.

2006

Bergboer, N.H., Postma, E.O., & Herik, H.J. van den (2006). Context-based object detection in still images. Image and Vision Computing 24 (9), 987-1000.

Spronck, P.H.M., Ponsen, M., Sprinkhuizen-Kuyper, I.G., & Postma, E.O. (2006). Adaptive game AI with dynamic scripting. Machine Learning, 63 (3), 217-248.

Lacroix, J.P.W., Murre, J.M.J, Postma, E.O., & Herik, H.J. van (2006). Modeling recognition memory using the similarity structure of natural input Cognitive Science, 30, 121-145.

Croon, G. de, Postma E.O., & Herik H.J. van den (2006). A situated model for sensory-motor coordination in gaze control Pattern Recognition Letters, 27 (11), 1181-1190.

Vanderlooy, S., Postma, E.O., Tuyls, K., & Sprinkhuizen-Kuyper, I. (2006). Reliable Instance Classification in Law Enforcement. Proceedings of the 18th Benelux Conference on Artificial Intelligence, 323-330.

Lacroix, J., Postma, E.O., Hommel, B., & Haazebroek, P. (2006). NIM as a brain for a humanoid robot. Proceedings of the Toward Cognitive Humanoid Robots workshop at the IEEE-RAS.

Torben-Nielsen, B., Tuyls, K., & Postma, E.O. (2006). Towards robotic self-repair by means of neuronal remodelling. Proceedings of Adaptation in Artificial and Biological Systems (AISB2006), Bristol, England.

Lacroix, J., Postma, E.O., & Murre, J.M.J. (2006). Knowledge-driven gaze control in the NIM model. Proceedings of the 28th Annual Meeting of the Cognitive Science Society.

2005

van Dartel, M.F., Sprinkhuizen-Kuyper, I.G., Postma E.O., & Herik H.J. van den (2005). Reactive agents and perceptual ambiguity. Adaptive Behavior,13 (3), 227-242.

Persoon, L., Murrer, L., & Postma, E.O. (2005). Registration of megavoltage and kilovoltage images for automated setup verification on Electronic Portal Imaging Device (EPID) images. Radiotherapy & Oncology, 76, S132-S133.

Bergboer, N., Postma, E.O., & Herik, H. van den (2005). Visual object detection for the cultural heritage. Humanities, Computers and Cultural Heritage, 33.

Croon, G., Postma, E.O., & Herik H. van den (2005). Sensory-motor coordination in gaze control. Applications of Evolutionary Computing, 334-344.

2004

van Dartel M.F., Postma E.O., Herik H.J. van den, & de Croon G. (2004). Macroscopic analysis of robot foraging behaviour. Connection Science, 16 (3), 169 – 181.

Spronck, P.H.M., Sprinkhuizen-Kuyper, I.G., & Postma, E.O. (2004). Online adaptation of game opponent AI with dynamic scripting. International Journal of Intelligent Games and Simulation, 3 (1), 45-53.

Spronck, P., Sprinkhuizen-Kuyper, I., & Postma, E.O. (2004). Enhancing the performance of dynamic scripting in computer games. Entertainment Computing – ICEC 2004, 385-397.

2001

Andras, P., Postma, E.O., & Herik, H.J. van den (2001). Natural dynamics and neural networks: searching for efficient preying dynamics in a virtual world. Journal of Intelligent Systems, 3(3), 173-202.

Kortmann, R., Postma, E.O., & Herik, H.J. van den (2001). Evolution of visual systems constrained by a resolution trade-off. Artificial Life, 7 (2), 125-145.

2000

Kasabov, N.K., Postma, E.O., & Herik, H.J. van den (2000). AVIS: a connectionist-based framework for integrated auditory and visual information processing. Information Sciences, 123 (1-2), 127-148.

1998

Postma, E.O., Herik, H.J. van den, & Hudson, P.T.W. (1998). A chorus of geons. Behavioral and Brain Sciences (commentary), 21 (4), p. 479.

1997

Postma, E.O., Herik, H.J. van den, & Hudson, P.T.W. (1997). SCAN: a scalable neural model of covert attention. Neural Networks, 10 (6), 993-1015.

1996

Postma, E.O., Herik, H.J. van den, & Hudson, P.T.W. (1996). Robust feedforward processing in synfire chains. International Journal of Neural Systems, 7 (4), 537-542.

1995

Postma, E.O., Herik, H.J. van den, & Hudson, P.T.W. (1995). Activity-conserving dynamics for optimisation networksJournal of Artificial Neural Networks, 4 (2), 234-240.