Calculating Breathing Rates from Remote PPG Signals Using Machine Learning Methods (English)
- New search for: Andonie, Adara
- New search for: Hanley, Timothy
- New search for: Golden, Dara
- New search for: Maxwell, Robyn
- New search for: Lemley, Joe
- New search for: Parsi, Ashkan
- New search for: Andonie, Adara
- New search for: Hanley, Timothy
- New search for: Golden, Dara
- New search for: Maxwell, Robyn
- New search for: Lemley, Joe
- New search for: Parsi, Ashkan
In:
IMVIP 2023
; 322-325
;
2023
-
ISBN:
- Conference paper / Electronic Resource
-
Title:Calculating Breathing Rates from Remote PPG Signals Using Machine Learning Methods
-
Contributors:Andonie, Adara ( author ) / Hanley, Timothy ( author ) / Golden, Dara ( author ) / Maxwell, Robyn ( author ) / Lemley, Joe ( author ) / Parsi, Ashkan ( author )
-
Conference:IMVIP ; 25. ; 2023 ; Galway
-
Published in:IMVIP 2023 ; 322-325
-
Publisher:
- New search for: Irish Pattern Recognition and Classification Society
-
Place of publication:[Irland]
-
Publication date:2023
-
ISBN:
-
Type of media:Conference paper
-
Type of material:Electronic Resource
-
Language:English
- New search for: 54.74
- Further information on Basic classification
-
Keywords:
-
Classification:
BKL: 54.74 Maschinelles Sehen -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
Adapting the CycleGAN Architecture for Text Style TransferLorandi, Michela / Mohamed, Maram A. / McGuinness, Kevin et al. | 2023
- 2
-
Assessment of Synthetic Turfgrass Dataset Generation for Divot DetectionFoy, Stephen / McLoughlin, Simon et al. | 2023
- 3
-
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race DataYao, Wang / Farooq, Muhammad Ali / Lemley, Joseph / Corcoran, Peter et al. | 2023
- 4
-
AudRandAug: Random Image Augmentations for Audio ClassificationKumar, Teerath / Turab, Muhammad / Mileo, Alessandra / Bendechache, Malika / Saber, Takfarinas et al. | 2023
- 5
-
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image ClassificationSingh, Aryan / Ven, Pepijn Van de / Eising, Ciarán / Denny, Patrick et al. | 2023
- 6
-
Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical SettingSaad, Muhammad Muneeb / Rehmani, Mubashir Husain / O'Reilly, Ruairi et al. | 2023
- 7
-
Facial Camera-Based Heart Rate Estimation Using r-PPG Convolutional Neural NetworksMoustafa, Mohamed / Lemley, Joseph / Corcoran, Peter et al. | 2023
- 8
-
A QoE and Visual Attention Evaluation on the Influence of Spatial Audio in 360° videosHirway, Amit / Qiao, Yuansong / Murray, Niall et al. | 2023
- 9
-
An Expert Evaluation of a VR Intervention for Children with ASDZhang, Yujing / Keighrey, Conor / Murray, Niall et al. | 2023
- 10
-
A Quality of Experience Evaluation of an Interactive Multisensory 2.5D Virtual Reality Art ExhibitChen, Chen / Murray, Niall / Keighrey, Conor et al. | 2023
- 11
-
Virtual Rehabilitation for Patients with Osteoporosis: Translating Physiotherapy Exercises into ExergamesThuilier, Eléa / Carey, John / Whelan, Bryan / Dingliana, John / Dempsey, Mary / Biggins, Shane / Thuilier, Kenzo / Brennan, Attracta et al. | 2023
- 12
-
Designing the VR Probe: An Introductory Application to Virtual Reality for People Living with Dementia (PLWD)Reilly, Gearóid / Muntean, Gabriel-Miro / Flynn, Aisling / Brennan, Attracta / Redfern, Sam et al. | 2023
- 13
-
Evaluation of Explainable AI Localisation Performance Using Relevance F-ScoreBalogh / McLaughlin, Niall / Rainer, Austen et al. | 2023
- 14
-
Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation CertaintyLuo, Jiaolin (Róisín) / McDermott, James / O'Riordan, Colm et al. | 2023
- 15
-
Learning from Exemplary ExplanationsHagos, Misgina Tsighe / Curran, Kathleen M. / Mac-Namee, Brian et al. | 2023
- 16
-
DF-Net: The Digital Forensics Network for Image Forgery DetectionFischinger, David / Boyer, Martin et al. | 2023
- 17
-
DF2023: The Digital Forensics 2023 Dataset for Image Forgery DetectionFischinger, David / Boyer, Martin et al. | 2023
- 18
-
Development of a Classification-based Eye Gaze estimation technique using an Integrated Laptop Camera: two models are better than oneCribbin, Jack / Markham, Charles et al. | 2023
- 19
-
A lightweight 3D dense facial landmark estimation model from position map dataBasak, Shubhajit / Mangapuram, Sathish / Costache, Gabriel / McDonnell, Rachel / Schukat, Michael et al. | 2023
- 20
-
YUDO: YOLO for Uniform Directed Object DetectionNedeljković, Đorđe et al. | 2023
- 21
-
Accurate object detection using the sensor fusion of an event-based and a frame-based cameraPhelan, Orla Sealy / Molloy, Dara / George, Roshan / Jones, Edward / Glavin, Martin / Deegan, Brian et al. | 2023
- 22
-
A Comparative Analysis of Deep Learning Mobile Networks on Marine Vessel DetectionSharma, Dipak G / O'Neill, Michael et al. | 2023
- 23
-
Towards the Use of Computer Vision Techniques on Streetscape Imagery to Empower Citizens in the Planning Enforcement ProcessLynch, Sam / Cuffe, Paul et al. | 2023
- 24
-
Feature Based Approaches for Homography EstimationVenezia, Samuel / Coleman, Sonya / Kerr, Dermot / Fegan, John et al. | 2023
- 25
-
Uncompromising Operator Safety: A Standalone Device Approach for Threat Immunity and Malfunction Prevention through Visual CognitionPenica, Mihai / O'Connell, Eoin / Mohandas, Reenu / O'Brien, William / Hayes, Martin et al. | 2023
- 26
-
YOLOatr : Deep Learning Based Automatic Target Detection and Localization in Thermal Infrared ImagerySafdar, Aon / Akram, Usman / Anwar, Waseem / Malik, Basit / Ali, Mian Ibad et al. | 2023
- 27
-
Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular SystemsFarooq, Muhammad Ali / Shariff, Waseem / Dilmaghani, Mehdi Sefidgar / Yao, Wang / Soomro, Moazam / Corcoran, Peter et al. | 2023
- 28
-
Navigating Uncertainty: The Role of Short-Term Trajectory Prediction in Autonomous Vehicle SafetySharma, Sushil / Sistu, Ganesh / Yahiaoui, Lucie / Das, Arindam / Halton, Mark / Eising, Ciarán et al. | 2023
- 29
-
Aerially Determined Dynamic Environment Mapping for Enhanced Road Vehicle AwarenessHalligan, Brendan / Molloy, Dara / Jones, Edward / Deegan, Brian / Glavin, Martin / Kilmartin, Liam et al. | 2023
- 30
-
Empowering Visually Impaired Individuals: A Novel Use of Apple Live Photos and Android Motion PhotosKhoshsirat, Seyedalireza / Kambhamettu, Chandra et al. | 2023
- 31
-
Saliency Maps as an Explainable AI Method in Medical Imaging: A Case Study on Brain Tumor ClassificationKeles, Ayse / Akcay, Ozan / Kul, Halil / Bendechache, Malika et al. | 2023
- 32
-
Domain Generalisation with Bidirectional Encoder Representations from Vision TransformersRiaz, Hamza / Smeaton, Alan F. et al. | 2023
- 33
-
Dynamic Cost Volumes with Scalable Transformer Architecture for Optical FlowYadav, Vemburaj / Pagani, Alain / Stricker, Didier et al. | 2023
- 34
-
DeepSky dataset: A new benchmark for ground-based cloud classification using all-sky imagesTsourounis, Dimitrios / Kastaniotis, Dimitris / Tzoumanikas, Panagiotis / Andrianakos, George / Panagopoulos, Orestis / Kazantzidis, Andreas / Theocharatos, Christos / Economou, George et al. | 2023
- 35
-
Haptic Gloves (SM-EXO) for Multi-Users in Pick-and-Place Collaborative Robot Simulated EnvironmentSrivastava, Rupal / Souza-Gouveia, Eber Lawrence / Murray, Niall / Devine, Declan et al. | 2023
- 36
-
Do the Frankenstein, or how to achieve better out-of-distribution performance with manifold mixing model soupsFassold, Hannes et al. | 2023
- 37
-
Plant Disease Detection on Multispectral Images using Vision TransformersBrown, Dane / Silva, Malithi De et al. | 2023
- 38
-
Quality of Multimedia Experience Prediction using Peripheral Physiological SignalsVijayakumar, Sowmya / Flynn, Ronan / Corcoran, Peter / Murray, Niall et al. | 2023
- 39
-
Physiological Synchrony: A Novel Approach to Evaluating User Quality of Experience in Collaborative Distributed Virtual Reality EnvironmentsMoharana, Bhagyabati / Keighrey, Conor / Murray, Niall et al. | 2023
- 40
-
Will your Doorbell Camera still recognize you as you grow old?Yao, Wang / Farooq, Muhammad Ali / Lemley, Joseph / Corcoran, Peter et al. | 2023
- 41
-
Defect Classification in Additive Manufacturing Using CNN-Based Vision ProcessingLiu, Xiao / Mileo, Alessandra / Smeaton, Alan F. et al. | 2023
- 42
-
The Impact of Glare on End of Production Line Camera Calibration Algorithms: A Brief AnalysisBhattacherjee, Payal / Selvaraju, Anbuchezhiyan / Paul, Sudarshan / Das, Arindam / Vermani, Ishan et al. | 2023
- 43
-
Automatic Archery Scoring System Using Deep Learning and Image ProcessingMa, Haozhe / Madden, Michael G. et al. | 2023
- 44
-
Deep Learning enabled Computer Vision in Remanufacturing and Refurbishment applications: Defect Detection and Grading for Smart PhonesMohandas, Reenu / Hayes, Martin / Fitzpatrick, Colin / Southern, Mark et al. | 2023
- 45
-
Improving GMM registration with class encodingPanahi, Solmaz / Chopin, Jeremy / Ulicny, Matej / Dahyot, Rozenn et al. | 2023
- 46
-
Calculating Breathing Rates from Remote PPG Signals Using Machine Learning MethodsAndonie, Adara / Hanley, Timothy / Golden, Dara / Maxwell, Robyn / Lemley, Joe / Parsi, Ashkan et al. | 2023
- 47
-
The Xperi 3D Full Body Photogrammetric ScannerZoldi, Arpad / Bigioi, Stefan / Pawelec, Jakub / Toomey, Padraic / Vlad, Victor / Basuc, Bogdan et al. | 2023
- 48
-
An Introduction to the Xperi Driving Simulation Environment: Hardware, Software and Data AcquisitionCorcoran, Rachel / Kielty, Paul / Toomey, Padraic / Lemley, Joe et al. | 2023
- 49
-
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event CamerasKielty, Paul / Ryan, Cian / Dilmaghani, Mehdi Sefidgar / Shariff, Waseem / Lemley, Joe / Corcoran, Peter et al. | 2023
- 50
-
Sign Language Recognition: Can depth cameras be used to correct Mediapipe errors?Fowley, Frank / Ventresque, Anthony et al. | 2023
- 51
-
Investigating the Interplay Between Cervical Spine Sagittal Balance and Lower Back Pain Using Computational Biomechanics and Biomedical ImagingRios-Peralta, Katterine Nery / MacManus, David / Davis, Michaela / Curran, Kathleen M. et al. | 2023
- 52
-
Towards a performance analysis on pre-trained Visual Question Answering models for autonomous drivingRekanar, Kaavya / Eising, Ciarán / Sistu, Ganesh / Hayes, Martin et al. | 2023
- 53
-
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetWang, Fangyijie / Silvestre, Guénolé / Curran, Kathleen M. et al. | 2023
- 54
-
Hardware Accelerators in Autonomous DrivingPower, Ken / Deva, Shailendra / Wang, Ting / Li, Julius / Eising, Ciarán et al. | 2023
- 55
-
Self-Supervised Online Camera Calibration for Autonomous Driving ApplicationsHogan, Ciarán / Sistu, Ganesh / Eising, Ciarán et al. | 2023
- 56
-
An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT ScansAleem, Sidra / Maniparambil, Mayug / Little, Suzanne / O'Connor, Noel / McGuinness, Kevin et al. | 2023
- 57
-
Explaining decisions of a light weight deep network model for Coronary Artery Disease classification in Magnetic Resonance ImagingKhalid, Aaleen / Iqbal, Talha / Ullah, Ihsan et al. | 2023
- 58
-
Non-Contact Breathing Rate Detection Using Optical FlowMaxwell, Robyn / Hanley, Timothy / Golden, Dara / Andonie, Adara / Lemley, Joseph / Parsi, Ashkan et al. | 2023
- 59
-
Non-Contact NIR PPG Sensing through Large Sequence Signal RegressionHanley, Timothy / Golden, Dara / Maxwell, Robyn / Lemley, Joseph / Parsi, Ashkan et al. | 2023
- 60
-
Spurious Correlation Mitigation in CXR Images via Reinforcement learning and Self- SupervisionHuang, Weichen / Curran, Kathleen M. et al. | 2023