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Stroboscopic effect
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The stroboscopic effect is a visual phenomenon caused by aliasing that occurs when continuous rotational or other cyclic motion is represented by a series of short or instantaneous samples (as opposed to a continuous view) at a sampling rate close to the period of the motion. It accounts for the "wagon-wheel effect", so-called because in video, spoked wheels (such as on horse-drawn wagons) sometimes appear to be turning backwards.
A strobe fountain, a stream of water droplets falling at regular intervals lit with a strobe light, is an example of the stroboscopic effect being applied to a cyclic motion that is not rotational. When viewed under normal light, this is a normal water fountain. When viewed under a strobe light with its frequency tuned to the rate at which the droplets fall, the droplets appear to be suspended in mid-air. Adjusting the strobe frequency can make the droplets seemingly move slowly up or down.
Depending upon the frequency of illumination there are different names for the visual effect. Up to about 80 Hertz or the flicker fusion threshold it is called visible flicker. From about 80 Hertz to 2000 Hertz it is called the stroboscopic effect (this article). Overlapping in frequency, but from 80 Hertz up to about 6500 Hertz a third effect exists called the phantom array effect or the ghosting effect, an optical phenomenon caused by rapid eye movements (saccades) of the observer. [1]
Simon Stampfer, who coined the term in his 1833 patent application for his stroboscopische Scheiben (better known as the "phenakistiscope"), explained how the illusion of motion occurs when during unnoticed regular and very short interruptions of light, one figure gets replaced by a similar figure in a slightly different position. Any series of figures can thus be manipulated to show movements in any desired direction.[2]
Explanation
[edit]Consider the stroboscope as used in mechanical analysis. This may be a "strobe light" that is fired at an adjustable rate. For example, an object is rotating at 60 revolutions per second: if it is viewed with a series of short flashes at 60 times per second, each flash illuminates the object at the same position in its rotational cycle, so it appears that the object is stationary. Furthermore, at a frequency of 60 flashes per second, persistence of vision smooths out the sequence of flashes so that the perceived image is continuous.
If the same rotating object is viewed at 61 flashes per second, each flash will illuminate it at a slightly earlier part of its rotational cycle. Sixty-one flashes will occur before the object is seen in the same position again, and the series of images will be perceived as if it is rotating backwards once per second.
The same effect occurs if the object is viewed at 59 flashes per second, except that each flash illuminates it a little later in its rotational cycle and so, the object will seem to be rotating forwards.
The same could be applied at other frequencies like the 50 Hz characteristic of electric distribution grids of most of countries in the world.
In the case of motion pictures, action is captured as a rapid series of still images and the same stroboscopic effect can occur.
Audio conversion from light patterns
[edit]The stroboscopic effect also plays a role in audio playback. Compact discs rely on strobing reflections of the laser from the surface of the disc in order to be processed (it is also used for computer data). DVDs and Blu-ray Discs have similar functions.
The stroboscopic effect also plays a role for laser microphones.
Wagon-wheel effect
[edit]Motion-picture cameras conventionally film at 24 frames per second. Although the wheels of a vehicle are not likely to be turning at 24 revolutions per second (as that would be extremely fast), suppose each wheel has 12 spokes and rotates at only two revolutions per second. Filmed at 24 frames per second, the spokes in each frame will appear in exactly the same position. Hence, the wheel will be perceived to be stationary. In fact, each photographically captured spoke in any one position will be a different actual spoke in each successive frame, but since the spokes are close to identical in shape and color, no difference will be perceived. Thus, as long as the number of times the wheel rotates per second is a factor of 24 and 12, the wheel will appear to be stationary.
If the wheel rotates a little more slowly than two revolutions per second, the position of the spokes is seen to fall a little further behind in each successive frame and therefore, the wheel will seem to be turning backwards.
Beneficial effects
[edit]Stroboscopic principles, and their ability to create an illusion of motion, underlie the theory behind animation, film, and other moving pictures.
In some special applications, stroboscopic pulsations have benefits. For instance, a stroboscope is tool that produces short repetitive flashes of light that can be used for measurement of movement frequencies or for analysis or timing of moving objects. An automotive timing light is a specialized stroboscope used to manually set the ignition timing of an internal combustion engine.
Stroboscopic visual training (SVT) is a recent tool aimed at improving visual and perceptual performance of sporters by executing activities under conditions of modulated lighting or intermittent vision.[3]
Unwanted effects in common lighting
[edit]Stroboscopic effect is one of the particular temporal light artefacts. In common lighting applications, the stroboscopic effect is an unwanted effect which may become visible if a person is looking at a moving or rotating object which is illuminated by a time-modulated light source. The temporal light modulation may come from fluctuations of the light source itself or may be due to the application of certain dimming or light level regulation technologies. Another cause of light modulations may be lamps with unfiltered pulse-width modulation type external dimmers. Whether this is so may be tested with any quickly-rotating object.
Effects
[edit]Various scientific committees have assessed the potential health, performance and safety-related aspects resulting from temporal light modulations (TLMs) including stroboscopic effect.[4][5][6] Adverse effects in common lighting application areas include annoyance, reduced task performance, visual fatigue and headache. The visibility aspects of stroboscopic effect are given in a technical note of CIE, see CIE TN 006:2016[7] and in the thesis of Perz.[8][9]
Stroboscopic effects may also lead to unsafe situations in workplaces with fast moving or rotating machinery. If the frequency of fast rotating machinery or moving parts coincides with the frequency, or multiples of the frequency, of the light modulation, the machinery can appear to be stationary, or to move with another speed, potentially leading to hazardous situations.[1] Stroboscopic effects that become visible in rotating objects are also referred to as the wagon-wheel effect.
In general, undesired effects in the visual perception of a human observer induced by light intensity fluctuations are called Temporal Light Artefacts (TLAs). Further background and explanations on the different TLA phenomena including stroboscopic effect is given in a recorded webinar “Is it all just flicker?”.[10]
Possible stroboscopic induced medical issues in some people include migraines & headaches, autistic repetitive behaviors, eye strain & fatigue, reduced visual task performance, anxiety and (rarer) epileptic seizures.[1]
Root causes
[edit]Light emitted from lighting equipment such as luminaires and lamps may vary in strength as function of time, either intentionally or unintentionally. Intentional light variations are applied for warning, signalling (e.g. traffic-light signalling, flashing aviation light signals), entertainment (like stage lighting) with the purpose that flicker is perceived by people. Generally, the light output of lighting equipment may also have residual unintentional light level modulations due to the lighting equipment technology in connection with the type of electrical mains connection. For example, lighting equipment connected to a single-phase mains supply will typically have residual TLMs of twice the mains frequency, either at 100 or 120 Hz (depending on country).
The magnitude, shape, periodicity and frequency of the TLMs will depend on many factors such as the type of light source, the electrical mains-supply frequency, the driver or ballast technology and type of light regulation technology applied (e.g. pulse-width modulation). If the modulation frequency is below the flicker fusion threshold and if the magnitude of the TLM exceeds a certain level, then such TLMs are perceived as flicker. Light modulations with modulation frequencies beyond the flicker fusion threshold are not directly perceived, but illusions in the form of stroboscopic effect may become visible (example see Figure 1).

LEDs do not intrinsically produce temporal modulations; they just reproduce the input current waveform very well, and any ripple in the current waveform is reproduced by a light ripple because LEDs have a fast response; therefore, compared to conventional lighting technologies (incandescent, fluorescent), for LED lighting more variety in the TLA properties is seen. Many types and topologies of LED driver circuits are applied; simpler electronics and limited or no buffer capacitors often result in larger residual current ripple and thus larger temporal light modulation.
Dimming technologies of either externally applied dimmers (incompatible dimmers) or internal light-level regulators may have additional impact on the level of stroboscopic effect; the level of temporal light modulation generally increases at lower light levels.
NOTE – The root cause temporal light modulation is often referred to as flicker. Also, stroboscopic effect is often referred to as flicker. Flicker is however a directly visible effect resulting from light modulations at relatively low modulation frequencies, typically below 80 Hz, whereas stroboscopic effect in common (residential) applications may become visible if light modulations are present with modulation frequencies, typically above 80 Hz.
Mitigation
[edit]Generally, undesirable stroboscopic effect can be avoided by reducing the level of TLMs.
Design of lighting equipment to reduce the TLMs of the light sources is typically a tradeoff for other product properties and generally increases cost and size, shortens lifetime or lowers energy efficiency.
For instance, to reduce the modulation in the current to drive LEDs, which also reduces the visibility of TLAs, a large storage capacitor, such as electrolytic capacitor, is required. However, use of such capacitors significantly shortens the lifetime of the LED, as they are found to have the highest failure rate among all components. Another solution to lower the visibility of TLAs is to increase the frequency of the driving current, however this decreases the efficiency of the system and it increases its overall size.
Visibility
[edit]Stroboscopic effect becomes visible if the modulation frequency of the TLM is in the range of 80 Hz to 2000 Hz and if the magnitude of the TLM exceeds a certain level. Other important factors that determine the visibility of TLMs as stroboscopic effect are:
- The shape of the temporary modulated light waveform (e.g. sinusoidal, rectangular pulse and its duty cycle);
- The illumination level of the light source;
- The speed of movement of the moving objects observed;
- Physiological factors such as age and fatigue.

All observer-related influence quantities are stochastic parameters, because not all humans perceive the effect of same light ripple in the same way. That is why perception of stroboscopic effect is always expressed with a certain probability. For light levels encountered in common applications and for moderate speeds of movement of objects (connected to speeds that can be made by humans), an average sensitivity curve has been derived based on perception studies.[8][11] The average sensitivity curve for sinusoidal modulated light waveforms, also called the stroboscopic effect contrast threshold function, as a function of frequency f is as follows:
The contrast threshold function is depicted in Figure 2. Stroboscopic effect becomes visible if the modulation frequency of the TLM is in the region between approximately 10 Hz to 2000 Hz and if the magnitude of the TLM exceeds a certain level. The contrast threshold function shows that at modulation frequencies near 100 Hz, stroboscopic effect will be visible at relatively low magnitudes of modulation. Although stroboscopic effect in theory is also visible in the frequency range below 100 Hz, in practice visibility of flicker will dominate over stroboscopic effect in the frequency range up to 60 Hz. Moreover, large magnitudes of intentional repetitive TLMs with frequencies below 100 Hz are unlikely to occur in practice because residual TLMs generally occur at modulation frequencies that are twice the mains frequency (100 Hz or 120 Hz).
Detailed explanations on the visibility of stroboscopic effect and other temporal light artefacts are also given in CIE TN 006:2016[7] and in a recorded webinar “Is it all just flicker?”.[10]
Objective assessment of stroboscopic effect
[edit]Stroboscopic effect visibility meter
[edit]For objective assessment of stroboscopic effect the stroboscopic effect visibility measure (SVM) has been developed.[7][8][11] The specification of the stroboscopic effect visibility meter and the test method for objective assessment of lighting equipment is published in IEC technical report IEC TR 63158.[12] SVM is calculated using the following summation formula:
where Cm is the relative amplitude of the m-th Fourier component (trigonometric Fourier series representation) of the relative illuminance (relative to the DC-level);
Tm is the stroboscopic effect contrast threshold function for visibility of stroboscopic effect of a sine wave at the frequency of the m-th Fourier component (see § Visibility). SVM can be used for objective assessment by a human observer of visible stroboscopic effects of temporal light modulation of lighting equipment in general indoor applications, with typical indoor light levels (> 100 lx) and with moderate movements of an observer or a nearby handled object (< 4 m/s). For assessing unwanted stroboscopic effects in other applications, such as the misperception of rapidly rotating or moving machinery in a workshop for example, other metrics and methods can be required or the assessment can be done by subjective testing (observation).
NOTE – Several alternative metrics such as modulation depth, flicker percentage or flicker index are being applied for specifying the stroboscopic effect performance of lighting equipment. None of these metrics are suitable to predict actual human perception because human perception is impacted by modulation depth, modulation frequency, wave shape and if applicable the duty cycle of the TLM.
Matlab toolbox
[edit]A Matlab stroboscopic effect visibility measure toolbox including a function for calculating SVM and some application examples are available on the Matlab Central via the Mathworks Community.[13]
Acceptance criterion
[edit]If the value of SVM equals one, the input modulation of the light waveform produces a stroboscopic effect that is just visible, i.e. at the visibility threshold.[7] This means that an average observer will be able to detect the artefact with a probability of 50%. If the value of the visibility measure is above unity, the effect has a probability of detection of more than 50%. If the value of the visibility measure is smaller than unity, the probability of detection is less than 50%. These visibility thresholds show the average detection of an average human observer in a population. This does not, however, guarantee acceptability. For some less critical applications, the acceptability level of an artefact might be well above the visibility threshold. For other applications, the acceptable levels might be below the visibility threshold. NEMA 77-2017[14] amongst others gives guidance for acceptance criteria in different applications.

Test and measurement applications
[edit]A typical test setup for stroboscopic effect testing is shown in Figure 3. The stroboscopic effect visibility meter can be applied for different purposes (see IEC TR 63158[12]):
- Measurement of the intrinsic stroboscopic-effect performance of lighting equipment when supplied with a stable mains voltage;
- Testing the effect of light regulation of lighting equipment or the effect of an external dimmer (dimmer compatibility).
Publication of standards development organisations
[edit]- CIE TN 006:2016: introduces terms, definitions, methodologies and measures for quantification of TLAs including stroboscopic effect.[7]
- IEC TR 63158:2018: includes the stroboscopic effect visibility meter specification and verification method, and test procedures a.o. for dimmer compatibility.[12]
- NEMA 77-2017:[14] amongst others, flicker test Methods and guidance for acceptance criteria.
Dangers in workplaces
[edit]Stroboscopic effect may lead to unsafe situations in workplaces with fast moving or rotating machinery. If the frequency of fast rotating machinery or moving parts coincides with the frequency, or multiples of the frequency, of the light modulation, the machinery can appear to be stationary, or to move with another speed, potentially leading to hazardous situations.[citation needed]
Because of the illusion that the stroboscopic effect can give to moving machinery, it is advised that single-phase lighting is avoided. For example, a factory that is lit from a single-phase supply with basic lighting will have a flicker of 100 or 120 Hz (depending on country, 50 Hz x 2 in Europe, 60 Hz x 2 in US, double the nominal frequency), thus any machinery rotating at multiples of 50 or 60 Hz (3000–3600rpm) may appear to not be turning, increasing the risk of injury to an operator. Solutions include deploying the lighting over a full 3-phase supply, or by using high-frequency controllers that drive the lights at safer frequencies[15] or direct current lighting.[citation needed]
The 100/120 Hertz stroboscopic effect in commercial lighting may lead to disruptive issues and non-productive results in workspaces such as hospitals & medical facilities, industrial facilities, offices, schools or video conferencing rooms.[1]
See also
[edit]References
[edit]- ^ a b c d Miller, Naomi. "Flicker Basics". www.energy.gov. US Department of Energy. Retrieved 15 January 2025.
- ^ Stampfer, Simon (1833). Die stroboscopischen Scheiben; oder, Optischen Zauberscheiben: Deren Theorie und wissenschaftliche anwendung, erklärt von dem Erfinder [The stroboscopic discs; or optical magic discs: Its theory and scientific application, explained by the inventor] (in German). Vienna and Leipzig: Trentsensky and Vieweg. p. 2.
- ^ Luke Wilkins, Carl Nelson, Simon Tweddle, Stroboscopic Visual Training: a Pilot Study with Three Elite Youth Football Goalkeepers, J Cogn Enhanc (2018) 2:3–11, DOI 10.1007/s41465-017-0038-z
- ^ IEEE Std 1789:2015, IEEE Recommended Practices for Modulating Current in High-Brightness LEDs for Mitigating Health Risks to viewers. (link)
- ^ SCENIHR (Scientific Committee on Emerging and Newly Identified Health Risks), Health effects of artificial light, 19 March 2012 (ISBN 978-92-79-26314-9).
- ^ SCHEER (EC Scientific Committee on Health, Environmental and Emerging Risks), Final Opinion on potential risks to human health of Light Emitting Diodes (LEDs), June 2018. (link).
- ^ a b c d e CIE TN 006:2016, Visual Aspects of Time-Modulated Lighting Systems – Definitions and Measurement Models. (pdf)
- ^ a b c M. Perz, Modelling visibility of temporal light artefacts, thesis Eindhoven University of Technology, 05/02/2019 (ISBN 978-90-386-4681-7) [2]
- ^ TU/e News, Stroboscopic visibility measure – understanding how people experience LED-light fluctuation, 01 February 2019.link
- ^ a b D. Sekulovski, Recording of webinar “Is it all just flicker?” (YouTube)
- ^ a b MALGORZATA PERZ, DRAGAN SEKULOVSKI, INGRID VOGELS, AND INGRID HEYNDERICKX, Stroboscopic effect: contrast threshold function and dependence on illumination level, Vol. 35, No. 2 / February 2018 / Journal of the Optical Society of America A, pp. 309.
- ^ a b c IEC TR 63158:2018 + COR 1, Equipment for general lighting purposes – Objective test method for stroboscopic effects of lighting equipment, 2018-03-19.
- ^ Stroboscopic effect visibility measure toolbox Matlab Central.
- ^ a b NEMA 77-2017: Temporal Light Artifacts: Test Methods and Guidance for Acceptance Criteria.(link)
- ^ Cronshaw, Geoff (Autumn 2008), "Section 559 luminaries and lighting installations: An overview", Wiring Matters (28), The IET: 4, archived from the original on 2016-12-19, retrieved 2012-09-20
External links
[edit]- https://www.youtube.com/watch?v=3_vVB9u-07I A clear example of this effect.
- Interactive Strobe Fountain – lets you adjust the strobe frequency to control the apparent movement of falling droplets.
- Yutaka Nishiyama (2012), "Mathematics of Fans" (PDF), International Journal of Pure and Applied Mathematics, 78 (5): 669–678.
Stroboscopic effect
View on GrokipediaFundamentals
Definition and Principles
The stroboscopic effect is a visual phenomenon in which continuous motion of an object appears discrete, slowed, reversed, or stationary due to temporal aliasing caused by periodic illumination synchronized with the object's motion cycles. This occurs when a moving object is illuminated intermittently, such as by a strobe light flashing at regular intervals, creating the illusion of sampled rather than fluid movement.[1][5] The underlying principles draw from the Nyquist-Shannon sampling theorem, which states that a continuous signal can be accurately reconstructed from discrete samples if the sampling frequency exceeds twice the signal's highest frequency component, known as the Nyquist frequency. In the context of the stroboscopic effect, the flash frequency serves as the sampling rate, while the object's true motion frequency (e.g., rotations per second) is the signal frequency. If , aliasing distorts the perceived motion, resulting in an apparent frequency given by where is the integer that minimizes within the range . This formula captures how higher harmonics of the flash rate "fold back" the true motion into lower perceived rates, producing illusions like apparent reversal when aligns oppositely to .[6][7] The effect's historical origin traces to the early 19th century, when the mechanical stroboscope was independently invented in 1832 by Austrian mathematician Simon von Stampfer for analyzing periodic motions, such as rotating machinery, by creating persistent visual impressions through slotted disks. Stampfer coined the term "stroboscope" from Greek roots meaning "to look at a whirlpool," emphasizing its use in visualizing cyclic phenomena. Belgian physicist Joseph Plateau simultaneously developed a similar device called the phenakistiscope, further establishing the foundational tools for studying motion illusions.[8] At its core, the stroboscopic effect arises from the physics of light intermittency, where brief pulses sample the visual scene at discrete temporal intervals, mimicking undersampling in signal processing and leading to aliasing in human vision. The human visual system integrates these samples over time due to retinal persistence, but when the sampling rate is insufficient, the brain misinterprets the motion's true dynamics, perceiving aliased versions instead. A classic illustration is the wagon-wheel effect, where a rotating wheel seems to lag or reverse under stroboscopic lighting.[9]Perceptual Mechanisms
The human visual system relies on temporal summation in the retina, where photoreceptors and subsequent neural layers integrate incoming light signals over a brief period, typically around 100 ms, to form a coherent percept. This integration process determines whether intermittent flashes from a stroboscopic source are perceived as continuous illumination or discrete events; when the interval between flashes is shorter than this summation window, the stimuli blend into apparent motion, whereas longer intervals reveal the underlying discontinuity, underpinning the stroboscopic illusion.[10][11] Persistence of vision plays a central role in this perceptual blending, as the retina retains afterimages from each flash for tens to hundreds of milliseconds, allowing overlapping retinal excitations from successive frames to merge and simulate continuous or segmented motion. In stroboscopic conditions, this persistence can cause stationary or reversed motion appearances if the flash timing aligns poorly with the decaying afterimage, effectively creating a stop-motion effect where individual frames are perceptually isolated or fused based on their temporal overlap.[12][13] Aliasing arises in the visual cortex when the frequency of stroboscopic flashes interacts with the system's inherent temporal resolution, akin to undersampling in signal processing, leading to distortions in perceived motion direction and speed. Neural processing in the visual pathway operates with effective sampling rates influenced by oscillatory activity ranging from 10 to 60 Hz, causing higher-frequency motion components to "fold back" into lower frequencies and produce illusory reversals or slowdowns during intermittent illumination.[14][15] Perception of the stroboscopic effect is further modulated by factors such as angular velocity thresholds, beyond which motion blur dominates over discrete sampling; contrast sensitivity, which enhances visibility of low-luminance flashes; and individual differences in critical flicker fusion frequency, typically 50-90 Hz, varying with luminance, adaptation state, and physiological traits like age or fatigue. These elements collectively shape the threshold at which intermittent light elicits illusory motion, with higher contrasts and optimal velocities amplifying the effect's salience.[16][17]Key Phenomena
Wagon-Wheel Effect
The wagon-wheel effect is a prominent example of the stroboscopic effect, wherein the spokes of a rotating wheel or similar object appear to remain stationary or rotate in the reverse direction relative to their actual motion. This illusion arises from the discrete sampling of the wheel's position by intermittent light pulses or sequential image frames, creating a mismatch between the true continuous rotation and the perceived intermittent snapshots.[18] The perceptual mechanism involves temporal aliasing, a sampling phenomenon where the wheel's rotation frequency is misrepresented due to undersampling, resulting in an apparent motion frequency that can be zero (stationary appearance) or negative (reverse rotation). Critical rotation speeds that produce these illusions occur when the wheel's rotation rate aligns with harmonics of the sampling frequency, specifically given by the relationwhere is the rotation rate in revolutions per second, is the flash or frame rate in hertz, is the number of spokes, and is a positive integer; for instance, when , the wheel appears frozen during rotation, while speeds near but not exactly at these values often yield the reverse rotation percept.[18] The wagon-wheel effect was observed in early cinema films, where the frame rates of hand-cranked cameras (typically 12–24 frames per second) caused wheels on carriages or trains to appear to rotate backwards or halt during projection. It remains prevalent in modern video recordings at standard rates like 24 frames per second, as seen in footage of vehicles or machinery where the rotation speed aliases with the capture frequency.[9] In contemporary contexts, the effect manifests with car wheels under fluorescent lighting, where the 60 Hz flicker rate synchronizes with wheel rotation to produce illusory reversal or stasis. It also appears in environments with LED lighting or displays employing pulse-width modulation, which introduces low-frequency flicker acting as a stroboscopic source, and in high-speed camera footage when the frame rate fails to exceed twice the rotation frequency, violating the Nyquist sampling criterion and inducing aliasing.[19][20][9]
