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2,826 Results Found

  • Article
  • Open Access
48 Citations
11,943 Views
11 Pages

15 April 2018

A new technique to detect eye blinks is proposed based on automatic tracking of facial landmarks to localise the eyes and eyelid contours. Automatic facial landmarks detectors are trained on an in-the-wild dataset and shows an outstanding robustness...

  • Review
  • Open Access
46 Citations
10,864 Views
18 Pages

15 November 2022

Eye tracking is a technology aimed at understanding the direction of the human gaze. Event detection is a process of detecting and classifying eye movements that are divided into several types. Nowadays, event detection is almost exclusively done by...

  • Article
  • Open Access
16 Citations
5,687 Views
17 Pages

An Analysis of Entropy-Based Eye Movement Events Detection

  • Katarzyna Harezlak,
  • Dariusz R. Augustyn and
  • Pawel Kasprowski

24 January 2019

Analysis of eye movement has attracted a lot of attention recently in terms of exploring areas of people’s interest, cognitive ability, and skills. The basis for eye movement usage in these applications is the detection of its main components&m...

  • Article
  • Open Access
9 Citations
7,813 Views
18 Pages

BlinkLinMulT: Transformer-Based Eye Blink Detection

  • Ádám Fodor,
  • Kristian Fenech and
  • András Lőrincz

26 September 2023

This work presents BlinkLinMulT, a transformer-based framework for eye blink detection. While most existing approaches rely on frame-wise eye state classification, recent advancements in transformer-based sequence models have not been explored in the...

  • Article
  • Open Access
12 Citations
635 Views
20 Pages

An Easy Iris Center Detection Method for Eye Gaze Tracking System

  • Mingxin Yu,
  • Yingzi Lin,
  • David Schmidt,
  • Xiaoying Tang,
  • Xiangzhou Wang,
  • Jing Xu and
  • Yikang Guo
J. Eye Mov. Res.2015, 8(3), 1-20;https://doi.org/10.16910/jemr.8.3.5 
(registering DOI)

23 October 2015

Iris center detection accuracy has great impact on eye gaze tracking system performance. This paper proposes an easy and efficient iris center detection method based on modeling the geometric relationship between the detected rough iris center and th...

  • Review
  • Open Access
6 Citations
8,394 Views
15 Pages

Intelligent Eye-Tracker-Based Methods for Detection of Deception: A Survey

  • Weronika Celniak,
  • Dominika Słapczyńska,
  • Anna Pająk,
  • Jaromir Przybyło and
  • Piotr Augustyniak

12 November 2023

Over the last few years, a large number of studies have been conducted on the monitoring of human behavior remaining beyond conscious control. One area of application for such monitoring systems is lie detection. The most popular method currently use...

  • Article
  • Open Access
31 Citations
4,985 Views
10 Pages

Immuno Nanosensor for the Ultrasensitive Naked Eye Detection of Tuberculosis

  • Noremylia Mohd Bakhori,
  • Nor Azah Yusof,
  • Jaafar Abdullah,
  • Helmi Wasoh,
  • Siti Suraiya Md Noor,
  • Nurul Hanun Ahmad Raston and
  • Faruq Mohammad

14 June 2018

In the present study, a beneficial approach for the ultrasensitive and affordable naked eye detection and diagnosis of tuberculosis (TB) by utilizing plasmonic enzyme-linked immunosorbent assay (ELISA) via antibody-antigen interaction was studied. He...

  • Article
  • Open Access
1 Citations
2,319 Views
20 Pages

2 February 2025

Spoofing detection is critical for GNSS security. To address the issues of low detection rates and insufficient coverage in traditional methods, this study proposes an eye diagram detection method based on the multiscale Canny algorithm with minimum...

  • Article
  • Open Access
19 Citations
7,556 Views
20 Pages

26 July 2022

Research on eye detection and segmentation is even more important with mask-wearing measures implemented during the COVID-19 pandemic. Thus, it is necessary to build an eye image detection and segmentation dataset (EIMDSD), including labels for detec...

  • Article
  • Open Access
2 Citations
1,370 Views
13 Pages

Glaucoma remains a leading cause of irreversible blindness worldwide, with early detection crucial for preventing vision loss. This study developed and validated a novel eye-tracking algorithm to detect oculomotor abnormalities in primary open-angle...

  • Proceeding Paper
  • Open Access
793 Views
7 Pages

Enhancing the Precision of Eye Detection with EEG-Based Machine Learning Models

  • Masroor Ahmad,
  • Tahir Muhammad Ali and
  • Nunik Destria Arianti

13 October 2025

Achieving a dataset of eye detection comprises a critical task in computer vision and image processing. The primary goal of this dataset is to accurately locate and identify the position of eyes in image or video frames. This process can firstly dete...

  • Article
  • Open Access
2 Citations
2,287 Views
24 Pages

Gaussian Weighted Eye State Determination for Driving Fatigue Detection

  • Yunjie Xiang,
  • Rong Hu,
  • Yong Xu,
  • Chih-Yu Hsu and
  • Congliu Du

28 April 2023

Fatigue is a significant cause of traffic accidents. Developing a method for determining driver fatigue level by the state of the driver’s eye is a problem that requires a solution, especially when the driver is wearing a mask. Based on previou...

  • Article
  • Open Access
26 Citations
6,900 Views
22 Pages

The present study evaluates the quality of gaze data produced by a low-cost eye tracker (The Eye Tribe©, The Eye Tribe, Copenhagen, Denmark) in order to verify its suitability for the performance of scientific research. An integrated methodologi...

  • Feature Paper
  • Article
  • Open Access
61 Citations
21,898 Views
19 Pages

Eye Aspect Ratio for Real-Time Drowsiness Detection to Improve Driver Safety

  • Christine Dewi,
  • Rung-Ching Chen,
  • Chun-Wei Chang,
  • Shih-Hung Wu,
  • Xiaoyi Jiang and
  • Hui Yu

4 October 2022

Drowsiness is a major risk factor for road safety, contributing to serious injury, death, and economic loss on the road. Driving performance decreases because of increased drowsiness. In several different applications, such as facial movement analysi...

  • Article
  • Open Access
13 Citations
4,660 Views
20 Pages

FPGA-Based CNN for Eye Detection in an Iris Recognition at a Distance System

  • Camilo A. Ruiz-Beltrán,
  • Adrián Romero-Garcés,
  • Martín González-García,
  • Rebeca Marfil and
  • Antonio Bandera

20 November 2023

Neural networks are the state-of-the-art solution to image-processing tasks. Some of these neural networks are relatively simple, but the popular convolutional neural networks (CNNs) can consist of hundreds of layers. Unfortunately, the excellent rec...

  • Article
  • Open Access
6 Citations
2,778 Views
17 Pages

Depression Detection Using Virtual Avatar Communication and Eye Tracking

  • Ayumi Takemoto,
  • Inese Aispuriete,
  • Laima Niedra and
  • Lana Franceska Dreimane

Globally, depression is one of the most common mental health issues. Therefore, finding an effective way to detect mental health problems is an important subject for study in human-machine interactions. In order to examine the potential in using a vi...

  • Article
  • Open Access
9 Citations
3,798 Views
17 Pages

18 February 2023

Keratoconus is a non-inflammatory disease of the eyes diagnosed in more than 1/2000 people, making it significantly common. Among others, eye rubbing has been identified as a risk factor for the development of keratoconus. The severity of the disease...

  • Article
  • Open Access
17 Citations
6,690 Views
22 Pages

5 April 2022

Object detection possesses extremely significant applications in the field of optical remote sensing images. A great many works have achieved remarkable results in this task. However, some common problems, such as scale, illumination, and image quali...

  • Article
  • Open Access
2 Citations
257 Views
10 Pages

Effects of Search Intent on Eye-Movement Patterns in a Change Detection Task

  • Sangil Lee,
  • Hyeonggyu Park,
  • Minho Lee,
  • Mun-Seon Chang and
  • Ho-Wan Kwak
J. Eye Mov. Res.2015, 8(2), 1-10;https://doi.org/10.16910/jemr.8.2.5 
(registering DOI)

12 August 2015

The goal of the present study was to examine whether intention type affects eye movement patterns in a change detection task In addition, we assessed whether the eye movement index could be used to identify human implicit intent. We attempted to gene...

  • Article
  • Open Access
33 Citations
9,274 Views
17 Pages

Mobile Eye-Tracking Data Analysis Using Object Detection via YOLO v4

  • Niharika Kumari,
  • Verena Ruf,
  • Sergey Mukhametov,
  • Albrecht Schmidt,
  • Jochen Kuhn and
  • Stefan Küchemann

18 November 2021

Remote eye tracking has become an important tool for the online analysis of learning processes. Mobile eye trackers can even extend the range of opportunities (in comparison to stationary eye trackers) to real settings, such as classrooms or experime...

  • Article
  • Open Access
41 Citations
14,696 Views
17 Pages

Online Learners’ Reading Ability Detection Based on Eye-Tracking Sensors

  • Zehui Zhan,
  • Lei Zhang,
  • Hu Mei and
  • Patrick S. W. Fong

10 September 2016

The detection of university online learners’ reading ability is generally problematic and time-consuming. Thus the eye-tracking sensors have been employed in this study, to record temporal and spatial human eye movements. Learners’ pupils, blinks, fi...

  • Article
  • Open Access
5 Citations
3,957 Views
15 Pages

Tri-SIFT: A Triangulation-Based Detection and Matching Algorithm for Fish-Eye Images

  • Ende Wang,
  • Jinlei Jiao,
  • Jingchao Yang,
  • Dongyi Liang and
  • Jiandong Tian

26 November 2018

Keypoint matching is of fundamental importance in computer vision applications. Fish-eye lenses are convenient in such applications that involve a very wide angle of view. However, their use has been limited by the lack of an effective matching algor...

  • Article
  • Open Access
12 Citations
4,254 Views
15 Pages

Colorimetric, Naked-Eye Detection of Lysozyme in Human Urine with Gold Nanoparticles

  • Paula M. Castillo,
  • Francisco J. Fernández-Acejo,
  • Jose M. Carnerero,
  • Rafael Prado-Gotor and
  • Aila Jimenez-Ruiz

The stabilizing effect of lysozymes to salt addition over a gold colloid are exploited in order to detect lysozymes in human urine samples. The present research is aimed at the development of a fast, naked-eye detection test for urinary lysozymuria,...

  • Article
  • Open Access
4 Citations
3,779 Views
17 Pages

EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion

  • Chihcheng Hsieh,
  • André Luís,
  • José Neves,
  • Isabel Blanco Nobre,
  • Sandra Costa Sousa,
  • Chun Ouyang,
  • Joaquim Jorge and
  • Catarina Moreira

Integrating eye gaze data with chest X-ray images in deep learning (DL) has led to contradictory conclusions in the literature. Some authors assert that eye gaze data can enhance prediction accuracy, while others consider eye tracking irrelevant for...

  • Article
  • Open Access
1 Citations
1,105 Views
23 Pages

YOLO-SCA: A Lightweight Potato Bud Eye Detection Method Based on the Improved YOLOv5s Algorithm

  • Qing Zhao,
  • Ping Zhao,
  • Xiaojian Wang,
  • Qingbing Xu,
  • Siyao Liu and
  • Tianqi Ma

1 October 2025

Bud eye identification is a critical step in the intelligent seed cutting process for potatoes. This study focuses on the challenges of low testing accuracy and excessive weighted memory in testing models for potato bud eye detection. It proposes an...

  • Proceeding Paper
  • Open Access
6 Citations
4,095 Views
7 Pages

13 October 2023

Drowsiness has become a significant contributing factor to traffic accidents in modern times, posing a major concern to society. Driver fatigue or sleepiness leads to decreased reaction time, diminished attention, and compromised decision-making abil...

  • Article
  • Open Access
1,214 Views
26 Pages

25 April 2025

Compared to conventional single-aperture infrared cameras, the bio-inspired infrared compound eye camera integrates the advantages of infrared imaging technology with the benefits of multi-aperture systems, enabling simultaneous information acquisiti...

  • Article
  • Open Access
26 Citations
12,342 Views
10 Pages

A Rapid In Situ Colorimetric Assay for Cobalt Detection by the Naked Eye

  • Sung-Min Kang,
  • Sung-Chan Jang,
  • Gi Yong Kim,
  • Chang-Soo Lee,
  • Yun Suk Huh and
  • Changhyun Roh

2 May 2016

A simple, rapid, and convenient colorimetric chemosensor of a specific target toward the end user is still required for on-site detection and real-time monitoring applications. In this study, we developed a rapid in situ colorimetric assay for cobalt...

  • Article
  • Open Access
1 Citations
7,977 Views
12 Pages

Optimized Culture Conditions for the Detection of Selected Strains of Bacillus in Eye Creams

  • Nadine Yossa,
  • Gabriela Arce,
  • James Smiley,
  • Mei-Chiung Jo Huang,
  • Lanlan Yin,
  • Rebecca Bell,
  • Sandra Tallent,
  • Eric Brown and
  • Thomas Hammack

16 December 2017

Although eye area cosmetics contain preservatives, contamination can still occur during or after manufacture or through use. Understanding the likelihood of bacterial survival in eye creams begins with sensitive and accurate methods for the detection...

  • Article
  • Open Access
20 Citations
6,622 Views
28 Pages

17 September 2021

In the assistive research area, human–computer interface (HCI) technology is used to help people with disabilities by conveying their intentions and thoughts to the outside world. Many HCI systems based on eye movement have been proposed to assist pe...

  • Article
  • Open Access
27 Citations
12,009 Views
14 Pages

Real-Time Fatigue Detection Algorithms Using Machine Learning for Yawning and Eye State

  • Fazliddin Makhmudov,
  • Dilmurod Turimov,
  • Munis Xamidov,
  • Fayzullo Nazarov and
  • Young-Im Cho

6 December 2024

Drowsiness while driving is a major factor contributing to traffic accidents, resulting in reduced cognitive performance and increased risk. This article gives a complete analysis of a real-time, non-intrusive sleepiness detection system based on con...

  • Article
  • Open Access
7 Citations
363 Views
9 Pages

Ways of Improving the Precision of Eye Tracking Data: Controlling the Influence of Dirt and Dust on Pupil Detection

  • Wolfgang Fuhl,
  • Thomas C. Kübler,
  • Dennis Hospach,
  • Oliver Bringmann,
  • Wolfgang Rosenstiel and
  • Enkelejda Kasneci

Eye-tracking technology has to date been primarily employed in research. With recent advances in affordable video-based devices, the implementation of gaze-aware smartphones, and marketable driver monitoring systems, a considerable step towards perva...

  • Article
  • Open Access
2,202 Views
14 Pages

Opioid Detection Using Smartphone-Based Eye-Scanning

  • Kiki W. K. Kuijpers,
  • Karl Andersson,
  • Albert Dahan,
  • Markku D. Hämäläinen and
  • Monique van Velzen

3 September 2025

Opioids are known to constrict pupils, and mobile phone-based self-administered eye scanning (MPSES) offers a potential method for monitoring opioid use in real-world settings. A clinical trial with 12 volunteers measured pupil size using MPSES under...

  • Article
  • Open Access
10 Citations
3,030 Views
25 Pages

Bud-YOLOv8s: A Potato Bud-Eye-Detection Algorithm Based on Improved YOLOv8s

  • Wenlong Liu,
  • Zhao Li,
  • Shaoshuang Zhang,
  • Ting Qin and
  • Jiaqi Zhao

The key to intelligent seed potato cutting technology lies in the accurate and rapid identification of potato bud eyes. Existing detection algorithms suffer from low recognition accuracy and high model complexity, resulting in an increased miss rate....

  • Article
  • Open Access
4 Citations
4,163 Views
18 Pages

A Hardware-Based Configurable Algorithm for Eye Blink Signal Detection Using a Single-Channel BCI Headset

  • Rafael López-Ahumada,
  • Raúl Jiménez-Naharro and
  • Fernando Gómez-Bravo

5 June 2023

Eye blink artifacts in electroencephalographic (EEG) signals have been used in multiple applications as an effective method for human–computer interaction. Hence, an effective and low-cost blinking detection method would be an invaluable aid fo...

  • Article
  • Open Access
81 Citations
20,718 Views
15 Pages

Real-Time Deep Learning-Based Drowsiness Detection: Leveraging Computer-Vision and Eye-Blink Analyses for Enhanced Road Safety

  • Furkat Safarov,
  • Farkhod Akhmedov,
  • Akmalbek Bobomirzaevich Abdusalomov,
  • Rashid Nasimov and
  • Young Im Cho

17 July 2023

Drowsy driving can significantly affect driving performance and overall road safety. Statistically, the main causes are decreased alertness and attention of the drivers. The combination of deep learning and computer-vision algorithm applications has...

  • Article
  • Open Access
34 Citations
4,908 Views
19 Pages

Naked-Eye Detection of Morphine by Au@Ag Nanoparticles-Based Colorimetric Chemosensors

  • Tahereh Rohani Bastami,
  • Mansour Bayat and
  • Roberto Paolesse

7 March 2022

In this study, we report a novel and facile colorimetric assay based on silver citrate-coated Au@Ag nanoparticles (Au@AgNPs) as a chemosensor for the naked-eye detection of morphine (MOR). The developed optical sensing approach relied on the aggregat...

  • Article
  • Open Access
5 Citations
3,018 Views
11 Pages

21 April 2024

This study refines the YOLOv7-tiny model through structured pruning and architectural fine-tuning, specifically for real-time eye state detection. By focusing on enhancing the model’s efficiency, particularly in environments with limited comput...

  • Communication
  • Open Access
3 Citations
2,355 Views
11 Pages

Naked-Eye Detection of Food-Borne Pathogens Using Multiplex Hyperbranched Rolling Circle Amplification and Magnetic Particles

  • Congli Tang,
  • Hongna Liu,
  • Wenjing Pan,
  • Meiling Wang,
  • Jie Ren,
  • Zhu Chen,
  • Hui Chen,
  • Yan Deng and
  • Song Li

25 November 2022

Food safety is a significant public health issue in both developed and developing countries. Previous detection methods struggle to meet the current demands. We have proposed a new way to detect pathogens, allowing detection to be visualized by the n...

  • Article
  • Open Access
11 Citations
4,828 Views
20 Pages

An Application of Fish Detection Based on Eye Search with Artificial Vision and Artificial Neural Networks

  • Ángel J. Rico-Díaz,
  • Juan R. Rabuñal,
  • Marcos Gestal,
  • Omar A. Mures and
  • Jerónimo Puertas

27 October 2020

A fish can be detected by means of artificial vision techniques, without human intervention or handling the fish. This work presents an application for detecting moving fish in water by artificial vision based on the detection of a fish′s eye i...

  • Article
  • Open Access
19 Citations
5,552 Views
15 Pages

Free Space Detection Using Camera-LiDAR Fusion in a Bird’s Eye View Plane

  • Byeongjun Yu,
  • Dongkyu Lee,
  • Jae-Seol Lee and
  • Seok-Cheol Kee

17 November 2021

Although numerous road segmentation studies have utilized vision data, obtaining robust classification is still challenging due to vision sensor noise and target object deformation. Long-distance images are still problematic because of blur and low r...

  • Article
  • Open Access
1 Citations
2,534 Views
17 Pages

Women have been allowed to drive in Saudi Arabia since 2018, revoking a 30-year ban that also adhered to the traffic rules provided in the country. Conventional drivers are often monitored for safe driving by monitoring their facial reactions, eye bl...

  • Article
  • Open Access
2 Citations
4,788 Views
20 Pages

20 December 2024

Myopia is an eye disorder of global concern due to its increasing prevalence worldwide and its potential to cause sight-threatening conditions. Diagnosis is based on clinical tests such as objective cycloplegic refraction, distance visual acuity, and...

  • Article
  • Open Access
1,762 Views
15 Pages

28 May 2025

Event detection is the most important element of eye movement analysis. Deep learning approaches have recently demonstrated superior performance across various fields, so researchers have also used them to identify eye movement events. In this study,...

  • Article
  • Open Access
30 Citations
10,628 Views
19 Pages

Simultaneous Detection of Multiple Fish Pathogens Using a Naked-Eye Readable DNA Microarray

  • Chin-I Chang,
  • Pei-Hsin Hung,
  • Chia-Che Wu,
  • Ta Chih Cheng,
  • Jyh-Ming Tsai,
  • King-Jung Lin and
  • Chung-Yen Lin

29 February 2012

We coupled 16S rDNA PCR and DNA hybridization technology to construct a microarray for simultaneous detection and discrimination of eight fish pathogens (Aeromonas hydrophila, Edwardsiella tarda, Flavobacterium columnare, Lactococcus garvieae, Photob...

  • Article
  • Open Access
8 Citations
2,111 Views
12 Pages

19 March 2024

Iodine, primarily in the form of iodide (I), is the bioavailable form for the thyroid in the human body. Both deficiency and excess intake of iodide can lead to serious health issues, such as thyroid disease. Selecting iodide ions among anions...

  • Article
  • Open Access
6 Citations
3,538 Views
19 Pages

A Sarcopenia Detection System Using an RGB-D Camera and an Ultrasound Probe: Eye-in-Hand Approach

  • Yeoun-Jae Kim,
  • Jueun Choi,
  • Jungwoo Moon,
  • Kyung Rim Sung and
  • Jaesoon Choi

16 July 2021

Skeletal muscle mass deficiency and quality degradation constitute sarcopenia for elderly people. Sarcopenia can result in musculoskeletal damage and accompany various metabolic problems, which make early sarcopenia diagnosis important. Various modal...

  • Article
  • Open Access
4,672 Views
18 Pages

BEVCorner: Enhancing Bird’s-Eye View Object Detection with Monocular Features via Depth Fusion

  • Jesslyn Nathania,
  • Qiyuan Liu,
  • Zhiheng Li,
  • Liming Liu and
  • Yipeng Gao

2 April 2025

This research paper presents BEVCorner, a novel framework that synergistically integrates monocular and multi-view pipelines for enhanced 3D object detection in autonomous driving. By fusing depth maps from Bird’s-Eye View (BEV) with object-cen...

  • Communication
  • Open Access
27 Citations
5,978 Views
14 Pages

Accurate Pupil Center Detection in Off-the-Shelf Eye Tracking Systems Using Convolutional Neural Networks

  • Andoni Larumbe-Bergera,
  • Gonzalo Garde,
  • Sonia Porta,
  • Rafael Cabeza and
  • Arantxa Villanueva

15 October 2021

Remote eye tracking technology has suffered an increasing growth in recent years due to its applicability in many research areas. In this paper, a video-oculography method based on convolutional neural networks (CNNs) for pupil center detection over...

  • Technical Note
  • Open Access
8 Citations
3,680 Views
13 Pages

Eye-Safe Aerosol and Cloud Lidar Based on Free-Space Intracavity Upconversion Detection

  • Wenjie Yue,
  • Tao Chen,
  • Wei Kong,
  • Xin Chen,
  • Genghua Huang and
  • Rong Shu

19 June 2022

We report an eye-safe aerosol and cloud lidar with an Erbium-doped fiber laser (EDFL) and a free-space intracavity upconversion detector as the transmitter and receiver, respectively. The EDFL was home-made, which could produce linearly-polarized pul...

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