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Zhong B, Wang X, Wang D, Yang T, Gan X, Qi Z, Gao J. Target-background contrast enhancement based on a multi-channel polarization distance model. BIOINSPIRATION & BIOMIMETICS 2021; 16:046009. [PMID: 33527914 DOI: 10.1088/1748-3190/abe227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 10/19/2020] [Accepted: 01/28/2021] [Indexed: 06/12/2023]
Abstract
Stomatopods are creatures that have a unique ability to manipulate their environment by detecting polarized light for finding prey, choosing habitat, and navigation. In this study, based on the concept of polarization distance proposed by Martin Jet al2014 [Proc. R. Soc. B281, 20131632], we have analyzed several multi-channel polarization distance models. The simulation and experimental results revealed that compared to other models, a four-channel polarization distance model can significantly enhance the contrast between the target and the background, and it exhibits excellent performance in terms of scene discrimination capability and robustness to noise. The structure and signal processing method of this model are inspired by biological polarization vision such as that of mantis shrimps. According to this method, a polarization-vision neural network is simulated with four-orientation receptor information as the input, and the network connections are realized in a cascaded order. The target-background contrast enhancement method based on this model has wide application prospects in the field of camouflage removal and target detection.
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Affiliation(s)
- Binbin Zhong
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
| | - Xin Wang
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
- Intelligent Interconnected Systems Laboratory of Anhui Province, (Hefei University of Technology), Hefei, Anhui 230601, People's Republic of China
| | - Daqian Wang
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
| | - Tian Yang
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
| | - Xin Gan
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
| | - Zhongjian Qi
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
| | - Jun Gao
- School of Computer and Information, Hefei University of Technology, Hefei, Anhui 230601, People's Republic of China
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Basnak MA, Pérez-Schuster V, Hermitte G, Berón de Astrada M. Polarized object detection in crabs: a two-channel system. ACTA ACUST UNITED AC 2018; 221:jeb.173369. [PMID: 29650753 DOI: 10.1242/jeb.173369] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 11/02/2017] [Accepted: 04/10/2018] [Indexed: 11/20/2022]
Abstract
Many animal species take advantage of polarization vision for vital tasks such as orientation, communication and contrast enhancement. Previous studies have suggested that decapod crustaceans use a two-channel polarization system for contrast enhancement. Here, we characterize the polarization contrast sensitivity in a grapsid crab. We estimated the polarization contrast sensitivity of the animals by quantifying both their escape response and changes in heart rate when presented with polarized motion stimuli. The motion stimulus consisted of an expanding disk with an 82 deg polarization difference between the object and the background. More than 90% of animals responded by freezing or trying to avoid the polarized stimulus. In addition, we co-rotated the electric vector (e-vector) orientation of the light from the object and background by increments of 30 deg and found that the animals' escape response varied periodically with a 90 deg period. Maximum escape responses were obtained for object and background e-vectors near the vertical and horizontal orientations. Changes in cardiac response showed parallel results but also a minimum response when e-vectors of object and background were shifted by 45 deg with respect to the maxima. These results are consistent with an orthogonal receptor arrangement for the detection of polarized light, in which two channels are aligned with the vertical and horizontal orientations. It has been hypothesized that animals with object-based polarization vision rely on a two-channel detection system analogous to that of color processing in dichromats. Our results, obtained by systematically varying the e-vectors of object and background, provide strong empirical support for this theoretical model of polarized object detection.
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Affiliation(s)
- Melanie Ailín Basnak
- Laboratorio de Neurobiología de la Memoria, Departamento de Fisiología, Biología Molecular y Celular, FCEyN, Universidad de Buenos Aires, IFIBYNE-CONICET, Buenos Aires, 1428, Argentina.,Department of Neurobiology, Harvard Medical School, Boston, MA 02115, USA
| | - Verónica Pérez-Schuster
- Laboratorio de Neurobiología de la Memoria, Departamento de Fisiología, Biología Molecular y Celular, FCEyN, Universidad de Buenos Aires, IFIBYNE-CONICET, Buenos Aires, 1428, Argentina.,Departamento de Física, FCEyN, Universidad de Buenos Aires, Buenos Aires, 1428, Argentina
| | - Gabriela Hermitte
- Laboratorio de Neurobiología de la Memoria, Departamento de Fisiología, Biología Molecular y Celular, FCEyN, Universidad de Buenos Aires, IFIBYNE-CONICET, Buenos Aires, 1428, Argentina
| | - Martín Berón de Astrada
- Laboratorio de Neurobiología de la Memoria, Departamento de Fisiología, Biología Molecular y Celular, FCEyN, Universidad de Buenos Aires, IFIBYNE-CONICET, Buenos Aires, 1428, Argentina
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Abstract
The visual world is rich in linearly polarized light stimuli, which are hidden from the human eye. But many invertebrate species make use of polarized light as a source of valuable visual information. However, exploiting light polarization does not necessarily imply that the electric (e)-vector orientation of polarized light can be perceived as a separate modality of light. In this Review, I address the question of whether invertebrates can detect specific e-vector orientations in a manner similar to that of humans perceiving spectral stimuli as specific hues. To analyze e-vector orientation, the signals of at least three polarization-sensitive sensors (analyzer channels) with different e-vector tuning axes must be compared. The object-based, imaging polarization vision systems of cephalopods and crustaceans, as well as the water-surface detectors of flying backswimmers, use just two analyzer channels. Although this excludes the perception of specific e-vector orientations, a two-channel system does provide a coarse, categoric analysis of polarized light stimuli, comparable to the limited color sense of dichromatic, 'color-blind' humans. The celestial compass of insects employs three or more analyzer channels. However, that compass is multimodal, i.e. e-vector information merges with directional information from other celestial cues, such as the solar azimuth and the spectral gradient in the sky, masking e-vector information. It seems that invertebrate organisms take no interest in the polarization details of visual stimuli, but polarization vision grants more practical benefits, such as improved object detection and visual communication for cephalopods and crustaceans, compass readings to traveling insects, or the alert 'water below!' to water-seeking bugs.
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Affiliation(s)
- Thomas Labhart
- Institute of Molecular Life Sciences, University of Zurich, Winterthurerstrasse 190, Zürich CH 8057, Switzerland
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How MJ, Christy J, Roberts NW, Marshall NJ. Null point of discrimination in crustacean polarisation vision. J Exp Biol 2014; 217:2462-7. [DOI: 10.1242/jeb.103457] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022]
Abstract
Abstract
The polarisation of light is used by many species of cephalopods and crustaceans to discriminate objects or to communicate. Most visual systems with this ability, such as that of the fiddler crab, include receptors with photopigments that are oriented horizontally and vertically relative to the outside world. Photoreceptors in such an orthogonal array are maximally sensitive to polarised light with the same fixed e-vector orientation. Using opponent neural connections, this two-channel system may produce a single value of polarisation contrast and, consequently, it may suffer from null points of discrimination. Stomatopod crustaceans use a different system for polarisation vision, comprising at least four types of polarisation-sensitive photoreceptor arranged at 0°, 45°, 90° and 135° relative to each other, in conjunction with extensive rotational eye movements. This anatomical arrangement should not suffer from equivalent null points of discrimination. To test whether these two systems were vulnerable to null points, we presented the fiddler crab Uca heteropleura and the stomatopod Haptosquilla trispinosa with polarised looming stimuli on a modified LCD monitor. The fiddler crab was less sensitive to differences in the degree of polarised light when the e-vector was at -45°, than when the e-vector was horizontal. In comparison, stomatopods showed no difference in sensitivity between the two stimulus types. The results suggest that fiddler crabs suffer from a null point of sensitivity, while stomatopods do not.
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Affiliation(s)
| | - John Christy
- Smithsonian Tropical Research Institute, Republic of Panama
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How MJ, Marshall NJ. Polarization distance: a framework for modelling object detection by polarization vision systems. Proc Biol Sci 2013; 281:20131632. [PMID: 24352940 DOI: 10.1098/rspb.2013.1632] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/12/2022] Open
Abstract
The discrimination of polarized light is widespread in the natural world. Its use for specific, large-field tasks, such as navigation and the detection of water bodies, has been well documented. Some species of cephalopod and crustacean have polarization receptors distributed across the whole visual field and are thought to use polarized light cues for object detection. Both object-based polarization vision systems and large field detectors rely, at least initially, on an orthogonal, two-channel receptor organization. This may increase to three-directional analysis at subsequent interneuronal levels. In object-based and some of the large-field tasks, the dominant e-vector detection axes are often aligned (through eye, head and body stabilization mechanisms) horizontally and vertically relative to the outside world. We develop Bernard and Wehner's 1977 model of polarization receptor dynamics to apply it to the detection and discrimination of polarized objects against differently polarized backgrounds. We propose a measure of 'polarization distance' (roughly analogous to 'colour distance') for estimating the discriminability of objects in polarized light, and conclude that horizontal/vertical arrays are optimally designed for detecting differences in the degree, and not the e-vector axis, of polarized light under natural conditions.
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Affiliation(s)
- Martin J How
- Sensory Neuroscience Group, Queensland Brain Institute, University of Queensland, , Queensland, Australia
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Systematic variations in microvilli banding patterns along fiddler crab rhabdoms. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2012; 199:99-113. [DOI: 10.1007/s00359-012-0771-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 05/28/2012] [Revised: 10/12/2012] [Accepted: 10/16/2012] [Indexed: 11/25/2022]
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Stowasser A, Buschbeck EK. Electrophysiological evidence for polarization sensitivity in the camera-type eyes of the aquatic predacious insect larva, Thermonectus marmoratus (Coleoptera: Dytiscidae). J Exp Biol 2012; 215:3577-86. [DOI: 10.1242/jeb.075028] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/20/2022]
Abstract
Summary
Polarization sensitivity has most often been studied in mature insects, yet it is likely that larvae also make use of this visual modality. The aquatic larvae of the predacious diving beetle Thermonectus marmoratus are highly successful visually guided predators, with a UV-sensitive proximal retina that, according to its ultrastructure, has three distinct cell types with anatomical attributes that are consistent with polarization sensitivity. In the present study we used electrophysiological methods and single-cell staining to confirm polarization sensitivity in the proximal retinas of both principal eyes of these larvae. As expected from their microvillar orientation, cells of type T1 are most sensitive to vertically polarized light, while cells of type T2 are most sensitive to horizontally polarized light. In addition, T3 cells likely constitute a second population of cells that are most sensitive to light with vertical e-vector orientation, characterized by shallower polarization modulations, and smaller polarization sensitivity (PS) values than are typical for T1 cells. The level of PS values found in this study suggests that polarization sensitivity likely plays an important role in the visual system of these larvae. Based on their natural history and behavior, possible functions are: (1) finding water after hatching, (2) finding the shore before pupation, and (3) making prey more visible, by filtering out horizontally polarized haze, and/or using polarization features for prey detection.
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Berón de Astrada M, Tuthill JC, Tomsic D. Physiology and morphology of sustaining and dimming neurons of the crab Chasmagnathus granulatus (Brachyura: Grapsidae). J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2009; 195:791-8. [DOI: 10.1007/s00359-009-0448-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 03/12/2009] [Revised: 04/20/2009] [Accepted: 04/21/2009] [Indexed: 11/30/2022]
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Glantz RM. Polarization vision in crayfish motion detectors. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2008; 194:565-75. [PMID: 18386016 DOI: 10.1007/s00359-008-0331-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 01/28/2008] [Revised: 03/13/2008] [Accepted: 03/16/2008] [Indexed: 10/22/2022]
Abstract
Motion detector interneurons were examined to determine their responsiveness to the motion of polarized light images (i.e. images segmented by spatial variations in e-vector angle). Computer generated images were displayed as intensity contrasts or polarization contrasts on a modified LCD projection panel. The stimuli included the motion of a single stripe (45 degrees -55 degrees /s) and the global motion of a square wave grating (3.3 degrees /s). Neurons were impaled in the medulla interna. Of the neurons which exhibited a directional response to the motion of intensity contrast stimuli, about 2/3 were also directional in the response to polarized light images. Transient (nondirectional) stimuli included looming and jittery motions. The responses to the transient motions of the polarized light images were roughly comparable to those elicited by intensity contrast. The results imply that behavioral responses to polarized light images (i.e. optokinetic and defense reflexes) may have a basis in the polarization sensitivity and synaptic organization of the medulla interna.
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Affiliation(s)
- Raymon M Glantz
- Department of Biochemistry, Rice University, Houston, TX, USA.
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