– A Breakthrough in Scalable, Non-Invasive Respiration Monitoring
iMotions’ new Webcam Respiration Module enables scalable, contactless respiration monitoring using a standard webcam within its Remote Data Collection platform. This innovative tool allows researchers to capture multimodal data, including eye tracking and facial expression, from any location, transforming remote research across fields like consumer neuroscience, psychology, and education.
Table of Contents
- – A Breakthrough in Scalable, Non-Invasive Respiration Monitoring
- Integration with Remote Data Collection: Scaling Biometrics Anywhere, Anytime
- Cutting-Edge Technology for Non-Invasive Respiration Monitoring
- Validation Studies: A Proven, Reliable Alternative to Traditional Respiration Belts
- Application in Consumer Neuroscience and Remote Research
- Unlocking New Possibilities in Research and Beyond
- Making Remote Data Collection Truly Multimodal
- Interested in Learning More?
iMotions is proud to announce the launch of our new Webcam Respiration Module, specially designed to be integrated into our existing Remote Data Collection environment. This powerful new tool expands the capabilities of remote biometric research by enabling scalable, contactless respiration monitoring using only a standard webcam. As part of iMotions’ continuous goal of driving innovation in multimodal research, the Webcam Respiration Module offers a cutting-edge solution for non-invasive data collection across industries like consumer neuroscience, communication research, psychology, and education.
By building upon the Remote Data Collection platform, the Webcam Respiration Module makes it easier than ever to conduct large-scale respiration studies outside the lab, offering researchers an accessible and reliable method to gather physiological data from participants in any location. This means that now researchers can collect eye tracking, facial expression, voice and respiration data from every single data collection session, providing a comprehensive view of participant responses through a single, integrated platform.
Integration with Remote Data Collection: Scaling Biometrics Anywhere, Anytime
As stated above, the Webcam Respiration Module integrates directly into iMotions’ Remote Data Collection platform, providing a unified system for recording, analyzing, and syncing biometric data from participants. This seamless integration allows researchers to combine respiration metrics with other remote data sources, such as eye tracking, facial expression analysis, and survey data, enabling a deeper, more holistic understanding of human behavior—all without the need for specialized hardware.
Whether studying emotional responses to advertising or assessing the effects of stress in remote workplaces, researchers can now gather rich, multimodal data in natural settings. This integration makes it simple to scale studies to hundreds or even thousands of participants, unlocking new possibilities for global research.
Cutting-Edge Technology for Non-Invasive Respiration Monitoring
iMotions’ Webcam Respiration Module utilizes advanced image processing algorithms to monitor subtle chest movements associated with breathing, and by designating a region of interest (ROI) around the participant’s chest, the software accurately tracks respiration cycles, filtering out noise to provide clean, reliable data.
What sets this module apart is its ability to handle the inherent challenges of remote settings. Changes in posture, body movement, and varying environmental conditions can introduce significant noise into the signal. To address this, the algorithm generates a quality score alongside the respiration data, ensuring that researchers can assess not only breathing patterns. This quality metric is critical in large-scale, remote studies where participants may not always follow strict laboratory protocols.
Validation Studies: A Proven, Reliable Alternative to Traditional Respiration Belts
The development of the Webcam Respiration Module was guided by a rigorous validation process, comparing its performance to that of the gold-standard BIOPAC respiration belt. In a lab-based study, the module showed high correlation with traditional methods, with a strong intraclass correlation coefficient (ICC) of 0.815 for respiration rate. These results, supported by Bland-Altman plots, demonstrate that the module can reliably match respiration belt measurements, even across varying conditions and participant movements.
This validation not only proves the accuracy of the system but also underscores its potential for large-scale, remote applications—where traditional hardware like respiration belts would be impractical.
Application in Consumer Neuroscience and Remote Research
The second phase of validation focused on practical applications, particularly in consumer neuroscience, which often requires the study of emotional responses to media and marketing stimuli. In a large-scale, remote study with over 200 participants, the Webcam Respiration Module successfully captured significant changes in respiration patterns in response to different types of video stimuli. For example, humorous advertisements led to a marked increase in respiration rate, reflecting enjoyment, while disgusting images caused a noticeable decrease.
These results mirror findings in lab-based neuromarketing research, proving that webcam-based respiration monitoring can provide equally valuable insights into consumer emotions and engagement—all while enabling remote data collection on a massive scale.
By integrating the Webcam Respiration Module into the Remote Data Collection Suite, researchers now have a powerful, scalable tool to measure physiological responses to stimuli, from the comfort of participants’ own homes.
For more technical insight into the webcam respiration module, see our technical highlight blog:
Unlocking New Possibilities in Research and Beyond
The addition of the Webcam Respiration Module to iMotions’ Remote Data Collection platform opens new avenues for research in a wide array of fields. From diverse fields like consumer neuroscience to academia, researchers can now further explore how respondents react to products, ads, and digital content without being constrained by geography or the need for specialized hardware. In education, psychology and health research, it offers a scalable solution for studying stress, emotional regulation, and even mindfulness practices remotely.
This integration enhances the reach of physiological data collection, enabling studies that were once limited to the lab to scale globally and include diverse participant groups. Combined with other iMotions features like eye tracking, and facial expression analysis, the Webcam Respiration Module adds another layer of insight into human behavior and emotional responses.
Making Remote Data Collection Truly Multimodal
The launch of iMotions’ Webcam Respiration Module, integrated into the Remote Data Collection platform, marks a new era in scalable, non-invasive biometric research. This tool not only rivals traditional methods in accuracy but also extends the reach of biometric research far beyond the lab. By providing an easy-to-deploy, reliable method for collecting respiration data, iMotions continues to empower researchers to study human behavior in more natural, real-world settings, regardless of location.
With this integration, iMotions cements its place at the forefront of remote multimodal research, offering a comprehensive suite of tools that enable researchers to capture deeper insights into the physiological and emotional aspects of human behavior—anywhere in the world.
Interested in Learning More?
If you would like to read more about the webcam respiration module, or the remote data collection suite, please go to the dedicated module pages.
Measure cognitive and emotional data from respiration via webcam
- Signal processing
- Available metrics
- Data collection and visualization
Conduct Studies and Collect Data Remotely
- Webcam Eye Tracking
- Facial expression analysis
- Online Surveys
- Remote Studies
- GDPR Compliant