Robust Models for Optic Flow Coding in Natural Scenes Inspired by Insect Biology

PLoS Computational Biology - Tập 5 Số 11 - Trang e1000555
Russell S. A. Brinkworth1,2, David C. O’Carroll1,2
1Discipline of Physiology, School of Molecular and Biomedical Science, The University of Adelaide, South Australia, Australia
2Universite ´Paris Descartes, Centre National de la Recherche Scientifique, France

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N Strausfeld, 1976, Some Quantitative Aspects of the Fly's Brain. Atlas of an Insect, 49

MF Land, 1974, Chasing behaviour of houseflies., J Comp Physiol A, 156, 525

MF Land, 1985, Maps of the acute zones of fly eyes., J Comp Physiol A, 156, 525, 10.1007/BF00613976

MV Srinivasan, 1996, Honeybee navigation en route to the goal: Visual flight control and odometry., J Exp Biol, 199, 237, 10.1242/jeb.199.1.237

RM Olberg, 2000, Prey pursuit and interception in dragonflies., J Comp Physiol A, 186, 155, 10.1007/s003590050015

MV Srinivasan, 2000, Honeybee navigation: Nature and calibration of the “odometer”., Science, 287, 851, 10.1126/science.287.5454.851

M Egelhaaf, 1993, A look into the cockpit of the fly - visual orientation, algorithms, and identified neurons., J Neurosci, 13, 4563, 10.1523/JNEUROSCI.13-11-04563.1993

TS Collett, 1975, Visual control of flight behaviour in the hoverfly, <italic>Syritta pipiens L</italic>., J Comp Physiol A, 99, 1, 10.1007/BF01464710

R Kern, 2005, Function of a fly motion-sensitive neuron matches eye movements during free flight., PLoS Biol, 3, e171, 10.1371/journal.pbio.0030171

DC O'Carroll, 1997, Spatio-temporal properties of motion detectors matched to low image velocities in hovering insects., Vision Res, 37, 3427, 10.1016/S0042-6989(97)00170-3

JL Barron, 1994, Performance of optical-flow techniques., IJCV, 12, 43, 10.1007/BF01420984

BKP Horn, 1981, Determining optical-flow., Artif Intell, 17, 185, 10.1016/0004-3702(81)90024-2

HH Nagel, 1987, On the estimation of optical-flow - Relations between different approaches and some new results., Artif Intell, 33, 299, 10.1016/0004-3702(87)90041-5

M Potters, 1994, Statistical-mechanics and visual signal-processing., Journal de Physique, 4, 1755

P Anandan, 1989, A computational framework and an algorithm for the measurement of visual-motion., IJCV, 2, 283, 10.1007/BF00158167

A Singh, 1992, Incremental estimation of image flow using a Kalman filter., JVCIR, 3, 39

F Dellaert, 1999, Monte Carlo localization for mobile robots., 1322

S Botelho, 2006, Vision-Based Motion Detection Using C-NLPCA Approach., 37

DJ Fleet, 1990, Computation of component image velocity from local phase information., IJCV, 5, 77, 10.1007/BF00056772

DJ Fleet, 1993, Stability of phase information., TPAMI, 15, 1253, 10.1109/34.250844

DJ Heeger, 1987, Optical-flow using spatiotemporal filters., IJCV, 1, 279, 10.1007/BF00133568

DJ Heeger, 1987, Model for the extraction of image flow., JOSA, 4, 1455, 10.1364/JOSAA.4.001455

EH Adelson, 1985, Spatiotemporal energy models for the perception of motion., JOSA, 2, 284, 10.1364/JOSAA.2.000284

B Hassenstein, 1956, Systemtheoretische analyse der Zeit-, Reihenfolgen-, und Vorseichenauswertung bei der Berwegungsperzeption des Rüsselkäfers Chlorophanus., Zeitschrift für Naturforschung, 11b, 513, 10.1515/znb-1956-9-1004

F Wolf-Oberhollenzer, 1994, Motion sensitivity in the nucleus of the basal optic root of the pigeon., J Neurophysiol, 71, 1559, 10.1152/jn.1994.71.4.1559

JPH Vansanten, 1984, Temporal covariance model of human motion perception., Journal of the Optical Society of America a-Optics Image Science and Vision, 1, 451, 10.1364/JOSAA.1.000451

CWG Clifford, 2003, Fundamental mechanisms of visual motion detection: models, cells and functions., Progress in Neurobiology, 68, 409, 10.1016/S0301-0082(02)00154-5

W Reichardt, 1961, Autocorrelation, a Principle for the Evaluation of Sensory Information by the Central Nervous System., 303

M Egelhaaf, 1989, Computational structure of a biological motion-detection system as revealed by local detector analysis in the fly&apos;s nervous-system., JOSA, 6, 1070, 10.1364/JOSAA.6.001070

HL Kennedy, 2007, Gradient Operators for the Determination of Optical Flow, 346

A Borst, 2007, Correlation versus gradient type motion detectors: the pros and cons., Philos Trans R Soc Lond B: Biol Sci, 362, 369, 10.1098/rstb.2006.1964

J Haag, 2004, Fly motion vision is based on Reichardt detectors regardless of the signal-to-noise ratio., Proc Natl Acad Sci USA, 101, 16333, 10.1073/pnas.0407368101

RO Dror, 2001, Accuracy of velocity estimation by Reichardt correlators., Journal of the Optical Society of America A: Optics, Image Science & Vision, 18, 241, 10.1364/JOSAA.18.000241

PA Shoemaker, 2005, Velocity constancy and models for wide-field motion detection in insects., Biol Cybern, 93, 275, 10.1007/s00422-005-0007-y

DJ Tolhurst, 1992, Amplitude spectra of natural images., OPO, 12, 229, 10.1111/j.1475-1313.1992.tb00296.x

AD Straw, 2008, Contrast sensitivity of insect motion detectors to natural images., Journal of Vision, 8, 1, 10.1167/8.3.32

JP Lindemann, 2005, On the Computations Analyzing Natural Optic Flow: Quantitative Model Analysis of the Blowfly Motion Vision Pathway., J Neurosci, 25, 6435, 10.1523/JNEUROSCI.1132-05.2005

PE Debevec, 1997, Recovering High Dynamic Range Radiance Maps from Photographs, 369

JG Smakman, 1986, Spectral sensitivity of blowfly photoreceptors: dependence on waveguide effects and pigment concentration., Vision Research, 26, 1019, 10.1016/0042-6989(86)90036-2

MV Srinivasan, 1990, Spectral properties of movement perception in the dronefly Eristalis., J Comp Physiol A, 166, 287, 10.1007/BF00204803

Y Tadmor, 2000, Calculating the contrasts that retinal ganglion cells and LGN neurones encounter in natural scenes., Vision Res, 40, 3145, 10.1016/S0042-6989(00)00166-8

AD Straw, 2006, A ‘bright zone’ in male hoverfly (Eristalis tenax) eyes and associated faster motion detection and increased contrast sensitivity., J Exp Biol, 209, 4339, 10.1242/jeb.02517

HG Krapp, 1996, Estimation of self-motion by optic flow processing in single visual interneurons., Nature, 384, 463, 10.1038/384463a0

DG Stavenga, 2003, Angular and spectral sensitivity of fly photoreceptors. I. Integrated facet lens and rhabdomere optics., J Comp Physiol A, 189, 1, 10.1007/s00359-002-0370-2

M Egelhaaf, 2002, Vision in flying insects., Curr Opin Neurobiol, 12, 699, 10.1016/S0959-4388(02)00390-2

JH van Hateren, 1990, Directional tuning curves elementary movement detectors and the estimation of the direction of visual movement., Vision Res, 30, 603, 10.1016/0042-6989(90)90071-R

RA Harris, 2002, Afterimages in fly motion vision., Vision Res, 42, 1701, 10.1016/S0042-6989(02)00100-1

RA Harris, 1999, Adaptation and the temporal filter of fly motion detectors., Vision Res, 39, 2603, 10.1016/S0042-6989(98)00297-1

EL Mah, 2008, Implementation of an elaborated neuromorphic model of a biological photoreceptor., Biol Cybern, 98, 357, 10.1007/s00422-008-0222-4

JH van Hateren, 2001, Information Theoretical Evaluation of Parametric Models of Gain Control in Blowfly Photoreceptor Cells., Vision Res, 41, 1851, 10.1016/S0042-6989(01)00052-9

JH van Hateren, 2006, Phototransduction in primate cones and blowfly photoreceptors: different mechanisms, different algorithms, similar response., J Comp Physiol A, 192, 187, 10.1007/s00359-005-0060-y

RSA Brinkworth, 2008, Photoreceptor Processing Improves Salience Facilitating Small Target Detection In Cluttered Scenes., Journal of Vision, 8, 1

SB Laughlin, 1978, Common strategies for light adaptation in the peripheral visual systems of fly and dragonfly., J Comp Physiol, 128, 319, 10.1007/BF00657606

JH van Hateren, 1992, A theory of maximizing sensory information., Biol Cybern, 68, 68, 10.1007/BF00203134

M Juusola, 1995, Transfer of Graded Potentials at the Photoreceptor Interneuron Synapse., J Gen Physiol, 105, 117, 10.1085/jgp.105.1.117

SB Laughlin, 1989, Mechanisms for neural signal enhncement in the blowfly compound eye., J Exp Biol, 144, 113, 10.1242/jeb.144.1.113

K Kirschfeld, 1971, [Uptake and processing of optic data in the complex eye of insects]., Naturwissenschaften, 58, 201

AC James, 1992, Nonlinear operator network models of processing in the fly lamina., 39

A Dubs, 1982, The spatial intergration of signals in the retina and lamina of the fly compound eye under different conditions of luminance., J Comp Physiol A, 146, 321, 10.1007/BF00612703

JK Douglass, 1995, Visual motion detection circuits in flies: peripheral motion computation by identified small-field retinotopic neurons., J Neurosci, 15, 5596, 10.1523/JNEUROSCI.15-08-05596.1995

J Rister, 2007, Dissection of the peripheral motion channel in the visual system of Drosophila melanogaster., Neuron, 56, 155, 10.1016/j.neuron.2007.09.014

PE Coombe, 1989, Are the large monopolar cells of the insect lamina on the optomotor pathway., J Comp Physiol A, 166, 23, 10.1007/BF00190206

NJ Strausfeld, 1991, Neuronal basis for parallel visual processing in the fly., Visual Neurosci, 7, 13, 10.1017/S0952523800010919

M Egelhaaf, 1989, Transient and steady-state response properties of movement detectors., JOSA, 6, 116, 10.1364/JOSAA.6.000116

Z Rivera-Alvidrez, 2005, Contrast saturation in a neuronally-based model of elementary motion detection, 173

D Osorio, 1987, The temporal properties of nonlinear, transient cells in the locust medulla., J Comp Physiol A, 161, 431, 10.1007/BF00603968

D Osorio, 1991, Mechanisms of early visual processing in the medulla of the locust optic lobe - how self-inhibition, spatial-pooling, and signal rectification contribute to the properties of transient cells., Visual Neurosci, 7, 345, 10.1017/S0952523800004831

HW Honegger, 1980, Receptive-fields of sustained medulla neurons in crickets., J Comp Physiol, 136, 191, 10.1007/BF00657533

AK Warzecha, 1996, Intrinsic properties of biological motion detectors prevent the optomotor control system from getting unstable., Philos Trans R Soc Lond, Ser B: Biol Sci, 351, 1579, 10.1098/rstb.1996.0142

T Maddess, 1985, Adaptation of the motion- sensitive neuron H1 is generated locally and governed by contrast frequency., Proc R Soc Lond, Ser B: Biol Sci, 225, 251, 10.1098/rspb.1985.0061

RA Harris, 2000, Contrast gain reduction in fly motion adaptation., Neuron, 28, 595, 10.1016/S0896-6273(00)00136-7

DC O'Carroll, 2007, Bioinspired optical rotation sensor.

A Borst, 1995, Mechanisms of dendritic integration underlying gain control in fly motion-sensitive neurons., J Comput Neurosci, 2, 5, 10.1007/BF00962705

MV Srinivasan, 1979, The waterfall illusion in an insect visual system., Vision Res, 19, 1435, 10.1016/0042-6989(79)90220-7

MF Land, 1997, Visual acuity in insects., Annu Rev Entomol, 42, 147, 10.1146/annurev.ento.42.1.147

SB Laughlin, 1971, Angular sensitivity of the retinula cells of dark-adapted worker bee., J Comp Physiol A, 74, 329

DS Williams, 1983, changes of photoreceptor performance associated with the daily turnover of photoreceptor membrane in locusts., J Comp Physiol, 150, 509, 10.1007/BF00609577

JH van Hateren, 1990, Pattern recognition in bees: orientation discrimination., J Comp Physiol A, 167, 649, 10.1007/BF00192658

AW Snyder, 1977, Acuity of compound eyes: Physical limitations and design., J Comp Physiol A, 116, 161, 10.1007/BF00605401

AW Snyder, 1977, Spatial Information Capacity of Compound Eyes., J Comp Physiol A, 116, 183, 10.1007/BF00605402

WH Merigan, 1991, The effects of parvocellular lateral geniculate lesions on the acuity and contrast sensitivity of macaque monkeys., J Neurosci, 11, 994, 10.1523/JNEUROSCI.11-04-00994.1991

A Borst, 1989, Principles of visual-motion detection., Trends Neurosci, 12, 297, 10.1016/0166-2236(89)90010-6

C Schilstra, 1999, Blowfly flight and optic flow I. Thorax kinematics and flight dynamics., J Exp Biol, 202, 1481, 10.1242/jeb.202.11.1481

DC O'Carroll, 1996, Insect motion detectors matched to visual ecology., Nature, 382, 63, 10.1038/382063a0

RR Harrison, 2000, Robust analog VSLI Reichardt motion sensor., Analog integrated circuits and signal processing, 24, 213, 10.1023/A:1008361525235

S Rajesh, 2005, Effect of spatial sampling on pattern noise in insect-based motion detection., 811

W Reichardt, 1988, Properties of individual-movement detectors as derived from behavioral-experiments on the visual-system of the fly., Biol Cybern, 58, 287, 10.1007/BF00363937

W Reichardt, 1986, Elementary pattern discrimination (behavioural experiments with the fly Musca domestica)., Biol Cybern, 53, 284, 10.1007/BF00336562

K Nordström, 2008, Sexual dimorphism in the hoverfly motion vision pathway., Curr Biol, 18, 661, 10.1016/j.cub.2008.03.061

SJ Huston, 2008, Visuomotor Transformation in the Fly Gaze Stabilization System., PLoS Biol, 6, 1468, 10.1371/journal.pbio.0060173

S Rajesh, 2007, Implementation of saturation for modeling pattern noise using naturalistic stimuli. Proceedings SPIE

MR Ibbotson, 2001, Evidence for velocity-tuned motion-sensitive descending neurons in the honeybee., Proc R Soc Lond, Ser B: Biol Sci, 268, 2195, 10.1098/rspb.2001.1770

RO Dror, 2000, The role of natural image statistics in biological motion estimation., Springer Lecture Notes in Computer Science, 181, 492, 10.1007/3-540-45482-9_50

M Egelhaaf, 1992, Are there separate on and off channels in fly motion vision., Visual Neurosci, 8, 151, 10.1017/S0952523800009317

A Riehle, 1984, Motion detection in flies - parametric control over on-off pathways., Exp Brain Res, 54, 390, 10.1007/BF00236243

S Wiederman, 2009, Performance of a Bio-Inspired Model for the Robust Detection of Moving Targets in High Dynamic Range Natural Scenes., JCTN

SD Wiederman, 2008, A model for the detection of moving targets in visual clutter inspired by insect physiology., PLoS ONE, 3, e2784, 10.1371/journal.pone.0002784

N Franceschini, 1992, From Insect Vision to Robot Vision., Philos Trans R Soc Lond, Ser B: Biol Sci, 337, 283, 10.1098/rstb.1992.0106

P Bayerl, 2007, A Fast Biologically Inspired Algorithm for Recurrent Motion Estimation., TPAMI, 29, 246, 10.1109/TPAMI.2007.24

2008, What is CUDA

R Brinkworth, 2009, Characterization of a Neuromorphic Motion Detection Chip Based On Insect Visual System., 10.1109/ISSNIP.2009.5416808

DC O'Carroll, 2008, Biomimetic &amp; Bio-Inspired Motion Detectors Based on Insect Vision., 1

BD Lucas, 1981, An iterative image registration technique with an application to stereo vision., 674