Peripheral Vision Research Articles

Vestibulo-Ocular Reflex Suppression: Clinical Relevance and Assessment in the Digital Age.

Visual acuity and image stability are crucial for daily activities, particularly during head motion. The vestibulo-ocular reflex (VOR) and its suppression (VORS) support stable fixation of objects of interest. The VOR drives a reflexive eye movement to counter retinal slip of a stable target during head motion. In contrast, VORS inhibits this countermovement when the target stimulus is in motion. The VORS allows for object fixation when it aligns with the direction of the head's movement, or when an object within or outside the peripheral vision needs to be focused upon. Deficits of the VORS have been linked to age-related diseases such as balance deficits associated with an increased fall risk. Therefore, the accurate assessment of the VORS is of particular clinical relevance. However, current clinical assessment methods for VORS are mainly qualitative and not sufficiently standardised. Recent advances in digital health technology, such as smartphone-based videooculography, offer a promising alternative for assessing VORS in a more accessible, efficient, and quantitative manner. Moreover, integrating mobile eye-tracking technology with virtual reality environments allows for the implementation of controlled VORS assessments with different visual inputs. These assessment approaches allow the extraction of novel parameters with potential pathomechanistic and clinical relevance. We argue that researchers and clinicians can obtain a more nuanced understanding of this ocular stabilisation reflex and its associated pathologies by harnessing digital health technology for VORS assessment. Further research is warranted to explore the technologies' full potential and utility in clinical practice.

Correlation between Postoperative Visual Acuity and Patient-Related Outcomes in Senile Cataract

Aims: This study assessed visual function (VF) and quality of life (QOL) post cataract surgery and their relationship with post-operative presenting visual acuity (PVA) in patients operated for senile cataract in two hospitals in Jos, North-central Nigeria.
 Study Design: A retrospective, hospital-based, cross-sectional survey.
 Place and duration of study: The study took place in the Eye units of the Bingham University Teaching Hospital and the Faith Alive Foundation Hospital both in Jos, North-Central Nigeria between June and August 2021.
 Methodology: Patients aged 40 years and above, operated on for senile cataract within 18 months before the onset of the study were included. Sociodemographic data and surgical history were obtained from patients and their surgical records. Visual acuity at presentation was assessed at six weeks or more postoperative period with available correction using Snellen’s acuity and converted to the LogMAR scale. A trained research assistant administered the VF-14 item and QOL-12 item questionnaires and responses were scored using Fletcher’s guidelines. Data was analyzed with STATA version 16.0 using the geometric mean, range, percentages, and Spearman’s rank test.
 Results: Eighty-seven (69.6%) participants aged 40-104 years, mean of 67.2 ± 12.0 years with a male-to-female ratio of 1.1:1 were enrolled. Their mean PVA was 0.6LogMAR (6/24) which improved to 0.3LogMAR (6/12). The mean total VF and QOL were 87.1% and 97.5% respectively. Depth perception (99.6%), visual perception, and peripheral vision (94.2% each) scored the highest in the VF subscales.  Mental well-being (97.9%) scored the highest in the QOL subscale, followed by social interaction (97.3%). There was a negative correlation between PVA and mean total VF (rs = -0.4, P<0.0001) and QOL (rs = -0.3, P = 0.011).
 Conclusion: In this study population, VF and QOL scores improved with increasing PVA.

Peripheral material perception.

Humans can rapidly identify materials, such as wood or leather, even within a complex visual scene. Given a single image, one can easily identify the underlying "stuff," even though a given material can have highly variable appearance; fabric comes in unlimited variations of shape, pattern, color, and smoothness, yet we have little trouble categorizing it as fabric. What visual cues do we use to determine material identity? Prior research suggests that simple "texture" features of an image, such as the power spectrum, capture information about material properties and identity. Few studies, however, have tested richer and biologically motivated models of texture. We compared baseline material classification performance to performance with synthetic textures generated from the Portilla-Simoncelli model and several common image degradations. The textures retain statistical information but are otherwise random. We found that performance with textures and most degradations was well below baseline, suggesting insufficient information to support foveal material perception. Interestingly, modern research suggests that peripheral vision might use a statistical, texture-like representation. In a second set of experiments, we found that peripheral performance is more closely predicted by texture and other image degradations. These findings delineate the nature of peripheral material classification.

RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction

Visual perimetry is an important eye examination that helps detect vision problems caused by ocular or neurological conditions. During the test, a patient's gaze is fixed at a specific location while light stimuli of varying intensities are presented in central and peripheral vision. Based on the patient's responses to the stimuli, the visual field mapping and sensitivity are determined. However, maintaining high levels of concentration throughout the test can be challenging for patients, leading to increased examination times and decreased accuracy. In this work, we present RLPeri, a reinforcement learning-based approach to optimize visual perimetry testing. By determining the optimal sequence of locations and initial stimulus values, we aim to reduce the examination time without compromising accuracy. Additionally, we incorporate reward shaping techniques to further improve the testing performance. To monitor the patient's responses over time during testing, we represent the test's state as a pair of 3D matrices. We apply two different convolutional kernels to extract spatial features across locations as well as features across different stimulus values for each location. Through experiments, we demonstrate that our approach results in a 10-20% reduction in examination time while maintaining the accuracy as compared to state-of-the-art methods. With the presented approach, we aim to make visual perimetry testing more efficient and patient-friendly, while still providing accurate results.

SeqRank: Sequential Ranking of Salient Objects

Salient Object Ranking (SOR) is the process of predicting the order of an observer's attention to objects when viewing a complex scene. Existing SOR methods primarily focus on ranking various scene objects simultaneously by exploring their spatial and semantic properties. However, their solutions of simultaneously ranking all salient objects do not align with human viewing behavior, and may result in incorrect attention shift predictions. We observe that humans view a scene through a sequential and continuous process involving a cycle of foveating to objects of interest with our foveal vision while using peripheral vision to prepare for the next fixation location. For instance, when we see a flying kite, our foveal vision captures the kite itself, while our peripheral vision can help us locate the person controlling it such that we can smoothly divert our attention to it next. By repeatedly carrying out this cycle, we can gain a thorough understanding of the entire scene. Based on this observation, we propose to model the dynamic interplay between foveal and peripheral vision to predict human attention shifts sequentially. To this end, we propose a novel SOR model, SeqRank, which reproduces foveal vision to extract high-acuity visual features for accurate salient instance segmentation while also modeling peripheral vision to select the object that is likely to grab the viewer’s attention next. By incorporating both types of vision, our model can mimic human viewing behavior better and provide a more faithful ranking among various scene objects. Most notably, our model improves the SA-SOR/MAE scores by +6.1%/-13.0% on IRSR, compared with the state-of-the-art. Extensive experiments show the superior performance of our model on the SOR benchmarks. Code is available at https://github.com/guanhuankang/SeqRank.

Visual acuity and visual field as a function of disease duration in patients with birdshot chorioretinitis

BackgroundBirdshot chorioretinitis (BSCR) is a chronic bilateral posterior uveitis, which can affect central as well as peripheral vision. The aim of this study was to assess how visual acuity and...

Prosthetic Visual Acuity with the PRIMA Subretinal Microchip in Patients with Atrophic Age-Related Macular Degeneration at 4 Years Follow-up

ObjectiveTo assess the efficacy and safety of the PRIMA neurostimulation system with a subretinal microchip for improving visual acuity (VA) in patients with geographic atrophy (GA) due to age-related macular degeneration (AMD) at 48-months post-implantation. DesignFirst-in-human clinical trial of the PRIMA subretinal prosthesis in patients with atrophic AMD, measuring best-corrected ETDRS VA (Clinicaltrials.gov NCT03333954). SubjectsFive patients with GA, no foveal light perception and VA of logMAR 1.3 to 1.7 (20/400-20/1000) in their worse-seeing “study” eye. MethodsIn patients subretinally implanted with a photovoltaic neurostimulation array containing 378 pixels of 100 μm in size, the VA was measured with and without the PRIMA system using ETDRS charts at 1 meter. The system’s external components, augmented reality glasses and pocket computer, provide image processing capabilities, including zoom. Main Outcome MeasuresVA using ETDRS charts with and without the system, as well as light sensitivity in the central visual field, measured by Octopus perimetry. Anatomical outcomes demonstrated by fundus photography and optical coherence tomography up to 48-months post-implantation. ResultsAll five subjects met the primary endpoint of light perception elicited by the implant in the scotoma area. In one patient the implant was incorrectly inserted into the choroid. One subject died 18-months post-implantation due to study-unrelated reason. ETDRS VA results for the remaining three subjects are reported herein. Without zoom, VA closely matched the pixel size of the implant: 1.17 ± 0.13 pixels, corresponding to mean logMAR 1.39, or Snellen 20/500, ranging from 20/438 to 20/565. Using zoom at 48 months, subjects improved their VA by 32 ETDRS letters versus baseline (SE 5.1) 95% CI[13.4,49.9], p<0.0001. Natural peripheral visual function in the treated eye did not decline after surgery, nor during the 48 months follow-up period (p=0.08). ConclusionsSubretinal implantation of PRIMA in subjects with GA suffering from profound vision loss due to AMD is feasible and well tolerated, with no reduction of natural peripheral vision up to 48-months. Prosthetic central vision provided by photovoltaic neurostimulation enabled patients to reliably recognize letters and sequences of letters, and with zoom it improved VA of up to eight ETDRS lines.

Evaluating the impact of different hard hats on the peripheral vision of construction workers

Construction safety is always an issue for construction workers. Hence, personal protective equipment plays a critical role in avoiding potential hazards on construction sites. Among these, hard hats protect against head contact with falling objects on construction sites. This study aims to examine the effects of hard hats with different peak lengths on the field of view at different angles in the upward part and to examine the effects of possible field of view losses caused by the hard hat on the reaction times of the workers. A questionnaire was designed and administered to the construction workers. Experiments were then conducted with a group of subjects to assess their peripheral vision level as well as reaction times. The study found that peripheral vision is affected by the peak size of hard hats. The study further revealed that there is a significant relationship between reaction times and hard hat peak size.

Expert Performance in Action Anticipation: Visual Search Behavior in Volleyball Spiking Defense from Different Viewing Perspectives.

Volleyball spiking requires defenders to possess exceptional anticipatory skills. However, most volleyball defense video eye-tracking studies have used fixed or off-court perspectives, failing to replicate real-world environments. This study explored different visual search behaviors between elite and novice volleyball players from various viewing perspectives using video eye tracking. We examined spiking anticipation in 14 competitive elite, 13 semi-elite, and 11 novice players. We captured spiking videos from three on-court perspectives using GoPro cameras mounted on the defenders' heads, closely replicating real game scenarios. For comparison, we recorded baseline videos using a fixed camera. The present study revealed that competitive and semi-elite players demonstrated higher accuracy than novices. Competitive elite players used fewer fixations, indicating that their superior performance was related to stable visual search patterns. All participant groups, regardless of skill level, showed similar visual allocation among areas of interest (AOIs). However, notable differences in visual search patterns and AOI allocation were observed between baseline and on-court perspective videos. From the baseline perspective, the participants primarily utilized global perception and peripheral vision, focusing more on the setter zone or the spiker's trunk. Conversely, from the on-court perspective, they employed more fixations, focusing more intensely on the spiker's detailed movements.

The visual field-testing maze and vision maze: Feasible techniques to evaluate visual field loss in animals

Visual field loss due to glaucoma is a severe and concerning problem, leading to limited visual range and poor quality vision. The progression of this loss begins with a para-central arcuate scotoma which eventually advances to a ring scotoma and constricted visual fields in later stages. Currently, no animal model is available for screening this pattern of vision loss. However, we have successfully developed two mazes to evaluate visual field loss - the visual field-testing maze (VFTZ) for peripheral vision loss and the vision maze (VM) for central vision loss. Our studies involved inducing glaucoma in Wistar and Sprague Dawley rats using lipopolysaccharide (LPS) and testing them in VFTZ and VM. We used Latanoprost and dorzolamide eye drops as standard drug candidates during the study. We evaluated the animals for intraocular pressure, retinal vasculature imaging, and anxiety using tonometry, ophthalmoscopy, and light and dark model techniques. Furthermore, we quantified the antioxidant parameters of the retina using UV spectroscopy. Our findings showed that animals with peripheral visual field loss in VFTZ took significantly more time to reach the goal and spent more time within the maze compared to normal or drug-treated animals (P < 0.001). Additionally, animals with compromised central visual field in VM spent more time in a particular arm and changed arms less frequently (P < 0.001) compared to normal or drug-treated animals. Moreover, we observed that glaucomatous rats exhibited elevated anxiety levels and impaired performance in the mazes, emphasizing the impact of vision loss on anxiety. Finally, the antioxidant and ATPase alterations in the retinal layers verified the glaucomatous changes in the experimental animals. Based on our remarkable findings, we strongly recommend the use of VFTZ and VM to evaluate visual field loss in animals.

Autoimmune retinopathy in a patient with smoldering multiple myeloma: a case report.

Multiple myeloma (MM) is a plasma cell dyscrasia leading to proliferation of monoclonal plasma cells. Ocular involvement in multiple myeloma is uncommon but can occur. The ocular manifestations of MM may include the cornea, uvea, and retinal vasculature. We present a rare case of autoimmune retinopathy associated with smoldering MM. A 76-year-old female with no significant past medical or ocular history presented with four months of worsening vision, difficulty with night driving, and loss of peripheral vision. Examination was notable for pallor of the optic nerves and vascular attenuation. Visual field testing demonstrated significant and progressive field loss in both eyes. An electroretinogram was extinguished under all conditions. Serum protein electrophoresis showed a significant elevation of IgG with an M-spike, and a subsequent bone marrow biopsy was performed showing 12.5% plasma cells, consistent with the diagnosis of MM. CAR antibody testing was positive for anti-enolase, anti-GAPDH, and anti-Rab6 antibodies, consistent with autoimmune retinopathy. Autoimmune retinopathy associated with MM is exceedingly rare. Management of this condition is challenging, as treatment of the underlying disease does not often lead to improvement in visual symptoms. Ultimately, visual prognosis is very poor, and both patients and clinicians should be aware of the guarded visual potential. The association of autoimmune retinopathy with multiple myeloma is rare. It is crucial for physicians to be aware of such manifestations to ensure timely and appropriate diagnosis and management for patients.

Parafoveal vision reveals qualitative differences between fusiform face area and parahippocampal place area.

The center-periphery visual field axis guides early visual system organization with enhanced resources devoted to central vision leading to reduced peripheral performance relative to that of central vision (i.e., behavioral eccentricity effect) for many visual functions. The center-periphery organization extends to high-order visual cortex where, for example, the well-studied face-sensitive fusiform face area (FFA) shows sensitivity to central vision and the place-sensitive parahippocampal place area (PPA) shows sensitivity to peripheral vision. As we have recently found that face perception is more sensitive to eccentricity than place perception, here we examined whether these behavioral findings reflect differences in FFA's and PPA's sensitivities to eccentricity. We assumed FFA would show higher sensitivity to eccentricity than PPA would, but that both regions' modulation by eccentricity would be invariant to the viewed category. We parametrically investigated (fMRI, n = 32) how FFA's and PPA's activations are modulated by eccentricity (≤8°) and category (upright/inverted faces/houses) while keeping stimulus size constant. As expected, FFA showed an overall higher sensitivity to eccentricity than PPA. However, both regions' activation modulations by eccentricity were dependent on the viewed category. In FFA, a reduction of activation with growing eccentricity ("BOLD eccentricity effect") was found (with different amplitudes) for all categories. In PPA however, qualitatively different BOLD eccentricity effect modulations were found (e.g., at 8° mild BOLD eccentricity effect for houses but a reverse BOLD eccentricity effect for faces and no modulation for inverted faces). Our results emphasize that peripheral vision investigations are critical to further our understanding of visual processing.

Design methodology for catadioptric zoom panoramic optical systems based on image plane bending matched correction.

Zoom panoramic optical systems incorporate a panoramic peripheral vision zoom imaging function, enabling swift wide-area coarse and localized precise detection. These systems find applicability in examining pipes and other internal structures. This study centers on the catadioptric zoom panoramic optical system and its associated optical design method. A mathematical model of the front mirror was formulated based on the imaging relationship. Subsequently, the bending of the image plane of the front mirror was computed and simplified through curve fitting. The object surface bending of the zoom subsystem was established correspondingly, leveraging the solution for the mirror bending curve matched correction, culminating in deriving the initial structure of the zoom. Integrating the front mirror and zoom subsystems facilitated the comprehensive design realization of the catadioptric zoom panoramic optical system. A catadioptric zoom panoramic optical system was designed to validate the proposed design method. This study introduces a novel, to the best of our knowledge, conceptual approach to crafting catadioptric zoom panoramic optical systems.

Impact of Integrating Sincrony Motor Education in Psychomotricity: A Pilot Study for Peripheral Vision in School Age

Impact of Integrating Sincrony Motor Education in Psychomotricity: A Pilot Study for Peripheral Vision in School Age

Validation of widefield aberrometer for global peripheral aberration scanning

Aberrometers based on Hartmann-Shack wavefront sensing methods have been widely used in the assessment of aberrations in the human eye, a crucial aspect in addressing or adjusting peripheral vision for myopia control, among other applications. Nevertheless, most available aberrometers exhibit limitations such as slow scanning speeds and restricted visual fields when measuring peripheral aberrations. Even the fastest scanning capabilities of commercialized aberrometer are confined to limited visual field and meridians. In this paper, a novel scanning aberrometer for efficient measurement of human eye peripheral aberrations is developed. This instrument allows the measurement of a large visual field angle up to ± 50° and takes all meridian scanning into account, which means it is a widefield aberrometer that can scan the peripheral aberrations globally. Due to the use of the precision motorized rotation stage, both the meridional and visual field angular resolutions of this instrument can be lower to 1°. During the entire measurement process, the subject only needs to focus on a single fixation target. No eye turn or head turn is required. By the instrument installation completed in April 2023, it stands as the only peripheral aberration scanning aberrometer capable of measuring up to a 50° visual field at all meridians using a single fixation target and achieving high angular resolution.

Neuromyelitis Optica with Negative AQP-4 Antibody

Abstract&#x0D; Introduction : Neuromyelitis Optica (NMO) or neuromyelitis optica spectrum disorder (NMOSD) is an autoimmune disease of the central nervous system that causes demyelination of the optic nerve and spinal cord. Approximately 75% of cases have antibodies against aquaporin 4 (AQP-4 Antibody).&#x0D; Case Illustration : A 42 years old male presented with progressing blurred vision in his right eye for 3 weeks. He described there was a black spot in his central vision which gradually enlarged to his peripheral vision, headache for 4 months, and transient tingling sensation and weakness on the left arm for 1 week. Positive RAPD in the right eye and signs of optic neuritis on funduscopy in Opthalmology examination. Campimetry examination revealed generalized depression in the right eye. The visual evoked potential (VEP) was consistent with right optic nerve demyelination. Spine MRI showed extensive transverse myelitis lesions &gt;3 spinal cord hyperintensity on the level of C2-C6. However, the serum AQP-4 antibody was negative. The patient was treated with corticosteroid, and neuroprotector and was also being treated alongside the neurology department.&#x0D; Discussion : NMO is a rare autoimmune disease. NMO is characterized by segmented demyelination and inflammation of the spinal cord and the optic nerves which gives many ocular signs and symptoms like optic neuritis. A negative test result does not rule out the diagnosis of NMO. Brain and spine MRI plays an important role in diagnosing NMO. Treatment of NMO consists of corticosteroid and plasmapheresis or intravenous immunoglobulin.&#x0D; Conclusion : This case describes a diagnosis of NMO with a Negative AQP-4 antibody.

Unusual Presentation of Lipemia Retinalis Presented with Visual Field Defect

Introduction : Lipemia retinalis is an ocular presentation that associated to hypertriglyceridemia. Most cases are usually asymptomatic, with changes detected only from fundus examination. This case report highlights a case of lipemia retinalis with decreased peripheral visual field.&#x0D; Case Illustration : Thirty four year-old female came with complaint of blurry right eye (RE) 3 months before hospital visit, especially on inferotemporal part of her right eye. She had history of diabetes mellitus and hypertriglyceridemia. Her sister also has known history of hypertriglyceridemia. Ophthalmological examination revealed 6/6 visual acuity on both eyes, with normal anterior segment of both eyes. Fundus examination showed creamy retinal vessels on both eyes. Humphrey perimetry result showed inferotemporal visual field defect of RE. At time of visit, triglyceride level was 1440 mg/dL. Patient was prescribed fenofibrate 1x300 mg daily by Endocrinology Department. After 6 months of fenofibrate therapy, serum triglyceride level was decreasing to 185 mg/dL. Ophthalmology exam revealed a significant decrease of creamy white vessel on right eye and normal vessel of left eye. Humphrey perimetry showed decreased visual field defect&#x0D; Discussion : Hypertriglyceridemia can result from familial or secondary to systemic diseases. Creamy vessel appearance in lipemia retinalis is resulted from presence of triglyceride-laden chylomicrons in the plasma. Lipemia retinalis rarely manifests with reduced peripheral vision, which is presented in this case.&#x0D; Conclusion : Lipemia retinalis is often overlooked due to its asymptomatic nature. Prompt recognition might be live saving from life-threatening condition resulting from hypertriglyceridemia. Triglyceride- lowering drug therapy is very useful in improving peripheral field defect as presented in our case report.

Low Vision Management in Chronic Glaucoma

Introduction : Glaucoma is a group of progressive optic neuropathy corresponding to peripheral vision loss, causing severe visual impairment to blindness. Low vision is a person who has the best visual acuity in the best eye of 6/18 to light perception or with a visual field of &lt;10 degrees from the fixation point, after medical, surgical, and/or optical intervention. Low vision will affect every aspect of patient’s life, hence precise management of low vision is important.&#x0D; Case Illustration : RY, a woman, 64 years old, works as a housewife. Complained of blurred vision slowly since 3 years ago, especially when reading. The patient then went for treatment to get glasses and was said to have glaucoma. Glaucoma surgery was performed on both patient's eyes and cataract surgery on the right eye. Now the patient’s visual acuity is 6/21 with peripheral vision loss on the right eye and NLP on the left eye.&#x0D; Discussion : The patient was diagnosed with Low Vision et causa Glaucoma. Treatment includes pharmacological treatment, optical and non-optical treatment to carry out daily activities so that the patient remains independent. Education must be explained to patients that there is no therapy to eliminate visual field disturbances but that the use of the remaining visual fields can be maximized.&#x0D; Conclusion : The goal of low vision management in this patient is to maximize central vision and provide visual aids to maximize the patient’s quality of life.

Viewing angle, skill level and task representativeness affect response times in basketball defence

In basketball defence, it is impossible to keep track of all players without peripheral vision. This is the first study to investigate peripheral vision usage in an experimentally controlled setup, with sport-specific basketball stimuli from a first-person perspective, large viewing eccentricities (up to 90° to the left and right), and natural action responses. A CAVE and a motion-tracking system was used to project the scenarios and capture movement responses of high- and low-skilled basketball players, respectively. Four video conditions were created: (1) a simple reaction time task without crowding (only attackers), (2) a simple reaction time task with crowding (with attackers and defenders), (3) a choice-reaction time task where the player cutting to the basket eventually passed the ball to another player and (4) a game simulation. The results indicated eccentricity effects in all tests, a crowding effect in condition 2, and expertise differences in conditions 3 and 4 only. These findings suggest that viewing eccentricity has an impact on response times, that crowding is a limiting factor for peripheral perception in sports games, and that high-skilled but not low-skilled players can compensate for eccentricity effects in real game situations, indicating their superior positioning and perceptual strategies.

A leap into the future: Towards an augmented reality learning environment in ski-jumping

Introduction&#x0D; Professional sports are fiercely competitive. In ski jumping, for example, even small changes in take-off and flight can make a decisive difference between victory and defeat (Elfmark et al., 2022). Within the short time of a jump, athletes must learn to solve complex motor control problems while being exposed to harsh environmental conditions, e.g., wind, snow, and low temperatures. The actual take-off occurs within the blink of an eye (~300 ms) and an aerodynamically favourable and stable flight position should be attained immediately. Fine control of the centre of gravity in the in-run favours high speeds to generate optimum momentum during take-off (Müller, 2008). In flight, athletes can voluntarily influence aerodynamics by changing their body position. However, non-optimal flight positions occur unintentionally or due to incorrect behaviour. Furthermore, as a non-cyclical sport, ski jumping suffers from low repetition rates, which impairs the effectiveness of training. Thus, increasing the learning rate for each jump is a key success factor. Biofeedback methods have been shown to accelerate motor learning in athletes (Mulder &amp; Hulstijn, 1985). Current sensor technologies in ski jumping do not meet the requirements for a truly wearable system, which must be energy-efficient, unobtrusive and barely noticeable (so as not to interfere with natural movement behaviour and jumping technique) and, in particular, must be equipped with a wireless link (for real-time data analysis, e.g. on the trainer tower; Schulthess et al., 2023).&#x0D; Methods&#x0D; The proposed system consists of two multi-sensor nodes: One node is hidden in a modified ski jumping boot, integrating three force-sensing resistor sensors to measure the pressure distribution on the foot soles of ski jumpers. The second sensor node is located in the ski goggles and contains RGB LEDs that provide visual biofeedback in the peripheral vision.&#x0D; Results&#x0D; We have calculated the total power consumption of our systems to be 2.52 mW, meeting requirements for multi-day operation between battery recharges. Our on-device body position classification model achieves an accuracy of 92.7% in recognising body positions from data recorded in the laboratory.&#x0D; Discussion/Conclusion&#x0D; This is the first truly wearable training system in ski jumping, offering professional athletes a new augmented experience, aimed at accelerating motor learning. In addition, the real-time data transmission of biomechanically relevant characteristics facilitates the work of the training team and could in the future enable more informative and entertaining television broadcasts.&#x0D; References&#x0D; Elfmark, O., Ettema, G., &amp; Gilgien, M. (2022). Assessment of the steady glide phase in ski jumping. Journal of Biomechanics, 139, 111139. https://doi.org/10.1016/j.jbiomech.2022.111139&#x0D; Mulder, T., &amp; Hulstijn, W. (1985). Sensory feedback in the learning of a novel motor task. Journal of Motor Behavior, 17(1), 110–128. https://doi.org/10.1080/00222895.1985.10735340&#x0D; Müller, W. (2008). Performance factors in ski jumping. In H. Nørstrud (Ed.), Sport Aerodynamics (pp. 139– 160). Springer. https://doi.org/10.1007/978-3-211-89297-8_8&#x0D; Schulthess, L., Ingolfsson, T. M., Nölke, M., Magno, M., Benini, L., &amp; Leitner, C. (2023). Skilog: A smart sensor system for performance analysis and biofeedback in ski jumping. https://doi.org/10.48550/arXiv.2309.14455