Publications (selected list of journal & conference papers) - sorted by year
(Note: Downloadable reprint files are for personal use only; further distribution or
upload to publically accessible sites is not allowed)
1994
- Ludwig K-O, Neumann H, Neumann B:
Local stereoscopic depth estimation.
Image and Vision Computing 12(1): 16-35, 1994.
1995
- Pessoa L, Mingolla E, Neumann H:
A contrast- and luminance-driven multiscale network model of brightness
perception.
Vision Research 35(15): 2201-2223, 1995.
(PDF)
1996
- Littmann E, Neumann H, Pessoa L:
Neural model for visual contrast detection.
In: Proc. 4th European Symposium on Artificial Neural Networks
(ESANN'96), Bruges, 193-198, D facto, Brussels, 1996.
- Neumann H:
Mechanisms of neural architecture for visual contrast and brightness
perception.
Neural Networks 9(6): 921-936, 1996.
(PDF)
- Littmann E, Neumann H, Redouloux L:
Extraction of illusory contours by perceptual grouping.
In: Mustererkennung 1996. Informatik aktuell (B. Jähne,
P Geißler, H Haußecker, F Hering, eds.). Proc. 18.
DAGM-Symposium, Heidelberg, Springer, Berlin, 1996, 243-251.
- Franke T, Neumann H, Seydel R:
Anisotropic diffusion based on mean curvature motion:
A computational study.
In: Mustererkennung 1996. Informatik aktuell (B. Jähne,
P Geißler, H Haußecker, F Hering, eds.). Proc. 18.
DAGM-Symposium, Heidelberg, Springer, Berlin, 1996, 47-54.
1997
- Glatting G, Weber CR, Rentschler M, Weller R, Neumann H, Reske SN:
Bildrekonstruktion bei partiellem Informationsausfall: Hilfe durch die
Max.-Entropie-Methode?
Nuklearmedizin 36: A72, 1997.
- Pessoa L, Grunewald A, Neumann H, Littmann E:
A biological neural network of visual cell responses: Static and
motion processing.
Journal of the Brazilian Computer Society 1(4): 15-27, 1997.
- Gilchrist I, Humphreys GW, Riddoch MJ, Neumann H:
Luminance and edge information in grouping: A study using visual search.
Journal of Experimental Psychology: Human Perception and Performance
23(2): 464-480, 1997.
1998
- Neumann H, Pessoa L, Mingolla E:
A neural network architecture of brightness perception: Non-linear
contrast detection and geometry-driven diffusion.
Image and Vision Computing 16(6-7): 423-446, 1998.
(PDF)
- Pessoa L, Neumann H:
Why does the brain fill-in?
Trends in Cognitive Science 2(11):422-424, 1998.
(PDF;
commentary PDF)
- Grunewald A, Neumann H:
Detection of first and second order motion.
In: Advances in Neural Information Processing Systems, NIPS'97 (MI Jordan,
MJ Kearns, SA Solla, eds.), 801-807, MIT Press, 1998.
- Neumann H:
Representations, computation, and inverse ecological optics.
Behavioral and Brain Sciences 21-6: 766-767, 1998.
- Ahrns I, Neumann H:
Combining Log-polar mapping and Gabor filtering for real-time depth
estimation.
In: Dynamische Perzeption, Proceedings in Artificial Intelligence 8, 119-125,
Infix, Sankt Augustin, 1998.
- Ahrns I, Neumann H:
A view-based approach for real-time fixation using the Log-polar
mapping.
In: Dynamische Perzeption, Proceedings in Artificial Intelligence 8, 89-96,
Infix, Sankt Augustin, 1998.
- Ahrns I, Neumann H:
Real-time monocular fixation control using the Log-polar
transformation and a confidence-based similarity measure.
In: Proc. of the 14th Int. Conference on Pattern Recognition
(ICPR'98), Vol. I, 310-315, Brisbane, Australia, 1998.
- Ahrns I, Neumann H:
Improving phase based disparity estimation by means of filter tuning
techniques.
In: Proc. of the DAGM'98, 357-364, Stuttgart, 1998.
- Toepfer C, Wende M, Baratoff G, Neumann H:
Robot navigation by combining central and peripheral optical flow
detection on a space-variant map.
In: Proc. 14th International Conference on Pattern Recognition
(ICPR'98), Vol. II, Brisbane, Australia, 1804-1807, 1998.
- Toepfer C, Baratoff G, Wende M, Neumann H:
Ortsvariante Karte als effektives Datenformat zur Integration visueller
Navigationsaufgaben.
In: Proc. 20. DAGM-Symposium, Stuttgart, 193-200, 1998.
1999
- Ahrns I, Neumann H:
A probabilistic approach for model-free grasping of unknown objects.
In: Proc. 7th International Symposium on Intelligent Robotic Systems
(SIRS'99) (H Araujo, J Dias (eds.)), University of Coimbra, Portugal. 369-378, 1999.
- Ahrns I, Neumann H:
Space-variant dynamic neural fields for visual attention.
In: Proc. International Conference on Computer Vision and Pattern Recognition
(CVPR'99), Fort Collins, Colorado, 313-318, 1999.
- Neumann H, Sepp W:
Recurrent V1-V2 interaction for early visual information processing.
In: Proc. 7th European Symposium on Artificial Neural Networks
(ESANN'99), (M Verleysen, ed.), 165-170, D-Facto, Brussels, Belgium, 1999.
- Neumann H, Sepp W:
Recurrent V1-V2 interaction in early visual boundary processing.
Biological Cybernetics 81: 425-444, 1999.
(PDF)
- Neumann H, Pessoa L, Hansen T:
Interaction of ON and OFF pathways for visual contrast measurement.
Biological Cybernetics 81: 515-532, 1999.
(PDF)
- Hansen T, Neumann H:
A model of V1 visual contrast processing utilizing long-range connections and
recurrent interactions.
In: Proc. Int.'l Conf. on Artificial Neural Networks (ICANN'99),
Edinburgh, GB, 61-66, 1999.
- Sepp W, Neumann H:
A multi-resolution filling-in model for brightness perception.
In: Proc. Int.'l Conf. on Artificial Neural Networks (ICANN'99),
Edinburgh, GB, 461-466, 1999.
- Kestler HA, Schulé M, Schwenker F, Neumann H, Mattfeld T:
Klassifikation zytologischer Abstriche der Zervix mit neuronalen Verfahren.
Biomedizinische Technik 44(1-2): 17-24, 1999.
2000
- Ahrns I, NeumaNn H:
Space-variant active vision for object manipulation based on partial depth reconstruction.
In: Dynamische Perzeption (G Baratoff, H Neumann, eds.). Proceedings in Artificial Intelligence 9, 75-80.
Akademische Verlagsgesellschaft Aka Gmbh, Berlin, 2000.
- Baratoff G, Toepfer C, Neumann H:
Combined space-variant maps for optical-flow based navigation.
Biological Cybernetics 83: 199-209, 2000.
(PDF)
- Neumann H, Sepp W:
Perceptual strength and time course of illusory contour generation explained by a neural model
of recurrent cortico-cortical interaction.
Perception 29 (Suppl., 23rd ECVP): 71, 2000.
- Hansen T, Baratoff G, Neumann H:
A simple cell model with dominating opponent inhibition for robust contrast detection.
Kognitionswissenschaft 9: 93-100, 2000.
- Viviani R, Neumann H, Spitzer M:
Modelling attention with neural maps and learning theory.
In: Cognitive Neuroscience Society Annual Meeting, San Francisco, USA, April 2000.
- Ahrns I, Neumann H:
Space-variant image processing.
In: Dynamische Perzeption (G Baratoff, H Neumann, eds.).
Proceedings in Artificial Intelligence 9. Akademische Verlagsgesellschaft
Aka Gmbh, Berlin, 2000, 203-206.
- Baratoff G, Schönfelder , Ahrns I, Neumann H:
Orientation contrast detection in space-variant images.
In: BMVC 2000 (SW Lee, HH Bülthoff, T Poggio, eds.), 2000, 554-563.
2001
- Hansen T, Sepp W, Neumann H:
Recurrent long-range interactions in early vision.
In: Emergent Neural Computational Architectures, S. Wermter (ed.).
LNAI 2036, Springer, Heidelberg, 2001, 127-138.
- Hansen T, Neumann H:
Neural mechanisms for representing surface and contour features.
In: Emergent Neural Computational Architectures, S. Wermter (ed.),
LNAI 2036, Springer, Heidelberg, 2001, 139-153.
- Neumann H, Hansen T, Pessoa L:
Visual filling-in for computing perceptual surface properties.
Biological Cybernetics 85: 355-369, 2001.
(PDF)
- Neumann H, Mingolla E:
Computational neural models of spatial integration in perceptual grouping.
In: From Fragments to Objects - Segmentation and Grouping in Vision,
TF Shipley, PJ Kellman (eds.), Elsevier Science, Amsterdam, 2001, 353-400.
(PDF)
- Gavrila DM, Giebel J, Neumann H:
Learning shape models from examples.
In: Pattern Recognition (B Radig, S Florczyk, eds.). Proc. 23. DAGM-Symposium,
Munich, LNCS 2191, Springer, Berlin, 2001, 369-376.
- Grebe O, Höher M, Schwenker F, Neumann H, Wöhrle J, Palm G,
Hombach V, Kestler HA:
New markers for diastolic function by cardiac magnetic resonance imaging.
Computers in Cardiology 28: 625-628, 2001.
2002
- Hansen T, Neumann H:
A computational model of recurrent, colinear long-range interaction in V1 for contour
enhancement and junction detection.
Proc. 2nd Annual Meeting of the Vision ScienceS Society (VSS'02), Sarasota,
Florida, USA, 42, 2002.
- Bayerl P, Neumann H:
Recurrent processing in the dorsal pathway underlies the robust integration and
segregation of motion patterns.
Proc. 2nd Annual Meeting of the Vision ScienceS Society (VSS'02), Sarasota,
Florida, USA, 226, 2002.
- Bayerl P, Neumann H:
Cortical mechanisms of processing visual flow - Insights from the Pinna-Brelstaff
illusion.
In: Dynamic Perception, RP Würtz, M Lappe (eds.) (Proc. 4th Workshop
Dynamische Perzeption, Bochum, Nov. 14-15), AKA, 2002, pp. 23-28.
- Keil MS, Christobal G, Neumann H:
Brightness perception and real world image processing - A unifying account.
In: Dynamic Perception, RP Würtz, M Lappe (eds.) (Proc. 4th Workshop
Dynamische Perzeption, Bochum, Nov. 14-15), AKA, 2002, pp. 215-220.
- Hansen T, Neumann H:
A biologically motivated scheme for robust junction detection.
In: HH Bülthoff, S-W Lee, TA Poggio, C Wallraven (eds.). Biologically
Motivated Computer Vision (Proc. 2nd Int. Workshop, BMCV'02, Tübingen, Germany,
Nov. 22-24, 2002), LNCS 2525, Springer, 16-26.
- Thielscher A, Schuboe A, Neumann H:
A neural model of human texture processing: Texture segmentation vs. visual search.
In: HH Bülthoff, S-W Lee, TA Poggio, C Wallraven (eds.). Biologically
Motivated Computer Vision (Proc. 2nd Int. Workshop, BMCV'02, Tübingen, Germany,
Nov. 22-24, 2002), LNCS 2525, Springer, 99-108.
- Bayerl P, Neumann H:
Neural mechanisms of visual flow integration and segregation - Insights from the
Pinna-Brelstaff illusion and variations of it.
In: HH Bülthoff, S-W Lee, TA Poggio, C Wallraven (eds.). Biologically
Motivated Computer Vision (Proc. 2nd Int. Workshop, BMCV'02, Tübingen, Germany,
Nov. 22-24, 2002), LNCS 2525, Springer, 301-310.
2003
- Bayerl P, Neumann H:
Bewegungswahrnehmung - die Illusion der Realität.
Nervenheilkunde 22: 322-324, 2003.
- Bayerl P, Neumann H:
Complementary computations for motion binding, segregation, and the neural solution
to the aperture problem.
Perception 32(Suppl.): 19-20, 2003.
- Thielscher A, Neumann H:
Neural mechanisms of cortico-cortical interaction in texture boundary detection:
A modeling approach.
Neuroscience 122: 921-939, 2003.
(PDF)
- Neumann H, Mingolla E:
Contour and surface perception.
In: Handbook of Brain Theory and Neural Networks, 2nd ed.,
MA Arbib (ed.), MIT Press, Cambridge, 2003, 271-276.
- Neumann, H.:
Completion phenomena in vision: A computational approach.
In: Filling-In - From perceptual completion to cortical reorganization,
L Pessoa, P De Weerd (eds.), Oxford Univ. Press, New York, 2003, 151-173.
- Groen G, Neumann H, Spitzer M, Wunderlich A, Thielscher A:
Texture segmentation in human perception: A combined modeling and fMRI study.
Human Brain Mapping 2003, Abstracts, June 18-22, New York, 2003.
- Meis U, Ritter W, Neumann H:
Detection and classification of obstacles in night vision
traffic scenes based on infrared imagery.
Proc. IEEE Int. Conf. on Intelligent Transportation Systems, ITS'03,
Shanghai, P.R.China, Oct. 12-15, 2003, 1140-1145.
2004
- Hansen T, Neumann H:
Neural mechanisms for the robust representation of junctions.
Neural Computation 16: 1013-1037, 2004.
(PDF)
- Hansen T, Neumann H:
A simple cell model with dominating opponent inhibition for robust image processing.
Neural Networks 17: 647-662, 2004.
(PDF)
- Hansen T, Neumann H:
Robust contour extraction and junction detection by a neural model utilizing
recurrent long-range interactions.
In: Dynamic Perception, UJ Ilg, HH Bülthoff, HA Mallot (eds.)
(Proc. 5th Workshop Dynamische Perzeption, Tübingen, Nov. 18-19),
IOS Press, infix, 2004, pp. 177-182.
- Bayerl P, Neumann H:
Diasambiguating visual motion by form-motion interaction - a computational model.
EcoVision Early Cognitive Vision Workshop (Isle of Skye, Scotland, May 28 - June 1),
2004
(http://www.cn.stir.ac.uk/ecovision-ws/).
- Bayerl P, Neumann H:
Disambiguating visual motion through contextual feedback modulation.
Neural Computation 16: 2041-2066, 2004.
(PDF)
- Bayerl P, Neumann H:
Unified mechanisms in the disambiguation and grouping of visual information in
motion, stereo, and monocular depth perception.
Perception 33 (Suppl.): 79, 2004.
- Bayerl P, Neumann H:
A model of motion, stereo, and monocular depth perception.
In: C.E. Rassmussen, HH Bülthoff, MA Giese, B Schölkopf(eds.).
Pattern Recognition (Proc. 26th DAGM Symp., Tübingen, Aug. 30 - Sept. 1, 2004),
LNCS 3175, Springer, 95-102.
- Schweiger R, Bayerl P, Neumann H:
Neural architecture for temporal emotion classification.
In: E Andre, L Dybkjaer, W Minker, P Heisterkamp (eds.).
Affective Dialogue Systems (ADS'04), LNCS/LNAI 3068, Springer, 49-52.
(preprint PDF,
final version upon request)
- Clauss M, Bayerl P, Neumann H:
Evaluation of regions-of-interest based attention algorithms using a
probabilistic measure.
In: Dynamic Perception, UJ Ilg, HH Bülthoff, HA Mallot (eds.)
(Proc. 5th Workshop Dynamische Perzeption, Tübingen, Nov. 18-19),
IOS Press, infix, 2004, pp. 227-232.
- Clauss M, Bayerl P, Neumann H:
A statistical measure for evaluating regions-of interest based attention
algorithms.
In: CE Rassmussen, HH Bülthoff, MA Giese, B Schölkopf (eds.).
Pattern Recognition (Proc. 26th DAGM Symp., Tübingen, Aug. 30 - Sept. 1, 2004),
LNCS 3175, Springer, 383-390.
- Reichle R, Bayerl P, Neumann H:
A self-organized neural network for pattern recognition.
In: Dynamic Perception, UJ Ilg, HH Bülthoff, HA Mallot (eds.)
(Proc. 5th Workshop Dynamische Perzeption, Tübingen, Nov. 18-19),
IOS Press, infix, 2004, pp. 183-188.
- Fischer S, Bayerl P, Neumann H, Christobal G, Redondo R:
Are iterations and curvature useful for tensor voting?.
In: European Conf. on Computer Vision 2004, ECCV '04,
T Pajdla, J Matas (eds.), LNCS 3023, 158-169, 2004.
2005
- Thielscher A, Neumann H:
Neural mechanisms of human texture processing: Texture boundary detection and
visual search.
Spatial Vision 18(2): 227-257, 2005.
(PDF)
- Weidenbacher U, Bayerl P, Fleming RW, Neumann H:
Perception of mirrored surfaces.
Journal of Vision 5(8): 526a, 2005.
- Bayerl P, Neumann H:
Attention and figure-ground segregation in a model of motion perception.
Journal of Vision 5(8): 659a, 2005.
- Bayerl P, Neumann H:
Judgement of gaze direction is affected by the looker’s head silhouette.
Perception (Suppl.), 34, 206, 2005
- Schweiger R, Neumann H, Ritter W:
Multiple-cue data fusion with particle filters for vehicle detection
in night view automotive applications.
Proc. IEEE Intelligent Vehicles Symp., IV'05,
Las Vegas, Nevada, June 6-8, 2005.
- Weidenbacher U, Bayerl P, Fleming RW, Neumann H:
Extracting and depicting the 3D shape of specular surfaces.
ACM SIGGRAPH, 2nd Symp. on Applied Perception in Graphics and Visualization (APGV 2005)
A Coruna, Spain, Aug. 26-28, 2005, 83-86.
- Kessler H, Hoffmann H, Bayerl P, Neumann H, Basic A, Deighton RM, Traue HC:
Die Messung von Emotionserkennung mittels Computer-Morphing.
Nervenheilkunde 24: 611-614, 2005.
- Clauss M, Bayerl P, Neumann H:
Segmentation of independently moving objects using a maximum-likelihood principle.
In: P Levi, M Schanz, R Lafrenz, V Avrutin (Hrsg.). Autonome Mobile Systeme 2005.
Informatik Aktuell, Springer, Berlin, 81-87.
2006
- Keil MS, Cristobal G, Neumann H:
Gradient representation and perception in the early visual system - A novel account
of Mach band formation.
Vision Research 46: 2659-2674, 2006.
(PDF)
- Weidenbacher U, Bayerl P, Neumann H:
Generation of sketch-like feature encodings in oriented faces - A neural model.
Journal of Vision 6(6), 1069a, 2006.
- Bayerl P, Neumann H:
Feature attention in motion perception - a computational account.
Journal of Vision 6(6), 513a, 2006.
- Weidenbacher U, Layher G, Bayerl P, Neumann H:
Detection of head pose and gaze direction for human-computer interaction.
in: E Andre, L Dybkjaer, W Minker, H Neumann, M Weber (eds.).
Perception and Interactive Technologies (PIT'06), LNAI 4021, Springer, 9-19.
- Mahler T, Bayerl P, Neumann H, Weber M:
Visual attention in auditory display.
in: E Andre, L Dybkjaer, W Minker, H Neumann, M Weber (eds.).
Perception and Interactive Technologies (PIT'06), LNAI 4021, Springer, 65-72.
- Bausch T, Bayerl P, Neumann H:
Multi-level face tracking for estimating human head orientation in video sequences.
in: E Andre, L Dybkjaer, W Minker, H Neumann, M Weber (eds.).
Perception and Interactive Technologies (PIT'06), LNAI 4021, Springer, 179-182.
- Beck C, Bayerl P, Neumann H:
Optic flow integration at multiple spatial frequencies - Neural mechanism and
algorithm.
Int'l. Symp. on Visual Computing (ISVC'06), LNCS 4291, Springer, 741-750.
(preprint PDF,
final version upon request)
- Weidenbacher U, Bayerl P, Neumann H, Fleming R:
Sketching shiny surfaces: 3D shape extraction and depiction of specular surfaces.
ACM Trans. on Applied Perception 3(3): 262-285, 2006.
(PDF)
2007
- Bayerl P, Neumann H:
A fast biologically inspired algorithm for recurrent motion estimation.
IEEE Trans. on PAMI 29(2): 246-260, 2007.
(PDF)
- Bayerl P, Neumann H:
Disambiguating visual motion by form-motion interaction - a computational model.
Int.'l Journal of Computer Vision 72: 27-45, 2007.
(PDF)
- Thielscher A, Neumann, H:
A computational model to link psychophysics and cortical cell activation patterns
in human texture processing.
Journal of Computational Neuroscience 22: 255-282, 2007.
(PDF)
- Bayerl P, Neumann H:
A neural model of feature attention in motion perception.
BioSystems 89: 208-215, 2007.
(PDF)
- Beck C, Gottbehüt T, Neumann H:
Integration of multiple temporal and spatial scales for robust optic flow estimation
in a biologically inspired architecture.
Proc. 12th Int'l Conf. on Computer Analysis of Images and Patterns, CAIP'07,
LNCS, 53-60, Springer.
(preprint PDF,
final version upon request)
- Weidenbacher U, Layher G, Strauss P-M, Neumann H:
A comprehensive head pose and gaze database.
Proc. 3rd Int'l Conf. on Intelligent Environments, IE'07,
LNCS, Springer (in press).
(preprint PDF,
final version upon request)
- Ringbauer S, Bayerl P, Neumann H:
Neural mechanisms for mid-level optical flow pattern detection.
Proc. Int'l Conf. on Artificial Neural Networks, ICANN'07,
LNCS, 282-290, Springer.
(preprint PDF,
final version upon request)
- Fischer S, Bayerl P, Neumann H, Redondo R, Cristobal G:
Iterated tensor voting and curvature improvement.
Signal Processing 87: 2503-2515, 2007.
(PDF)
- Carranza N, Cristobal G, Bayerl P, Neumann H:
Motion estimation of magnetic resonance cardiac images using the Wigner-Ville and
Hough transforms.
Optics and Spectroscopy 103(6): 877-885, 2007.
(PDF)
- Neumann H, Yazdanbakhsh A, Mingolla E:
Seeing surfaces: The brain's vision of the world.
Physics of Life Reviews 4: 189-222, 2007.
(PDF)
2008
- Thielscher A, Neumann H:
Globally consistent depth sorting of overlapping 2D surfaces in a model using local
recurrent interactions.
Biological Cybernetics , 2008, DOI 10.1007/s00422-008-0211-7.
(PDF)
- Thielscher A, Kölle M, Neumann H, Spitzer M, Grön G:
Texture segmentation in human perception: A combined modeling and fMRI study.
Neuroscience 151: 730-736, 2008.
(PDF)
- Raudies F, Neumann H:
Biologically inspired attentive motion analysis for video surveillance.
Proc. Int'l. Conf. on Computer Vision Theory and Applications, Funchal, Portugal,
Jan. 22-25, 2008.
(PDF)
- Hansen T, Neumann H:
A recurrent model of contour integration in primary visual cortex.
Journal of Vision 8(8): 8, 1-25, 2008.
(PDF)
- Beck C, Thorpe S, Neumann H:
Neural rank-order coding with spiking neurons for cortical motion detection and
integration.
Proc. Int'l. Conf. on Cognitive Systems, CogSys 2008, Karlsruhe, Germany,
Apr. 2-4, 2008.
- Raudies F, Neumann H:
Neural model for the perception of form and implied motion.
Proc. Int'l. Conf. on Cognitive Systems, CogSys 2008, Karlsruhe, Germany,
Apr. 2-4, 2008.
- Weidenbacher U, Neumann H:
Unsupervised learning of head pose through spike-timing dependent plasticity.
in: E Andre, L Dybkjaer, W Minker, H Neumann, M Weber (eds.).
Perception and Interactive Technologies (PIT'08), LNAI 5078, 123-131, Springer, 2008.
(preprint PDF,
final version upon request)