{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T08:57:49Z","timestamp":1785488269241,"version":"3.56.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,12,17]],"date-time":"2025-12-17T00:00:00Z","timestamp":1765929600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,12,17]]},"DOI":"10.1145\/3774521.3774627","type":"proceedings-article","created":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T07:34:24Z","timestamp":1785483264000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A New Diverse Dataset for rPPG Estimation, and Benchmarking with Standard Frameworks"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-0179-4140","authenticated-orcid":false,"given":"Navdha","family":"Bhardwaj","sequence":"first","affiliation":[{"name":"Indian Institute of Technology, MANDI, Mandi, Himachal Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9490-6529","authenticated-orcid":false,"given":"yashit","family":"verma","sequence":"additional","affiliation":[{"name":"IIT Kharagpur, Kharagpur, West Bengal, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2849-4375","authenticated-orcid":false,"given":"Arnav","family":"Bhavsar","sequence":"additional","affiliation":[{"name":"IIT MANDI, Mandi, Himachal Pradesh, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,31]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","unstructured":"Mar\u00edlia Barandas Duarte Folgado Let\u00edcia Fernandes Sara Santos Mariana Abreu Patr\u00edcia Bota Hui Liu Tanja Schultz and Hugo Gamboa. 2020. TSFEL: Time Series Feature Extraction Library. SoftwareX 11 (2020) 100456. 10.1016\/j.softx.2020.100456","DOI":"10.1016\/j.softx.2020.100456"},{"key":"e_1_3_3_1_3_2","unstructured":"S. Bobbia R. Macwan Y. Benezeth A. Mansouri and J. Dubois. 2017. Unsupervised Skin Tissue Segmentation for Remote Photoplethysmography. Pattern Recognition Letters (2017)."},{"key":"e_1_3_3_1_4_2","unstructured":"G. Boccignone et\u00a0al. 2014. Independent Component Analysis for Remote Photoplethysmography. IEEE Transactions on Biomedical Engineering (2014)."},{"key":"e_1_3_3_1_5_2","unstructured":"G. Boccignone et\u00a0al. 2023. Attention and Transformer-based Architectures in rPPG. Computer Vision and Image Understanding (2023)."},{"key":"e_1_3_3_1_6_2","unstructured":"W. Chen and D. McDuff. 2016. CHROM: Robust Color-based Remote Photoplethysmography. IEEE Transactions on Biomedical Engineering (2016)."},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","unstructured":"R. Dabas P. Singh M. Kaur N. Sharma and A. Thakur. 2023. Assessment of Melanin Index Variation Across North Indian Populations: A Case Study from Himachal Pradesh. Journal of Photodermatology and Skin Research 12 2 (2023) 115\u2013122. 10.1016\/j.jpsr.2023.04.005Study on regional melanin variation and Fitzpatrick classification in Himachal populations.","DOI":"10.1016\/j.jpsr.2023.04.005"},{"key":"e_1_3_3_1_8_2","unstructured":"A. Dasari et\u00a0al. 2021. Bias in rPPG Datasets: A Demographic Analysis. npj Digital Medicine (2021)."},{"key":"e_1_3_3_1_9_2","unstructured":"R. Duan et\u00a0al. 2015. PCA-based Signal Enhancement for Non-contact Heart Rate Estimation. Biomedical Signal Processing and Control (2015)."},{"key":"e_1_3_3_1_10_2","unstructured":"Google Research. 2023. Facial Landmark Detection with MediaPipe. https:\/\/google.github.io\/mediapipe\/solutions\/face_mesh."},{"key":"e_1_3_3_1_11_2","unstructured":"HeartMath LLC. 2023. EmWave Pro Personal Stress Reliever Guide. https:\/\/www.heartmath.com\/emwave-pro\/."},{"key":"e_1_3_3_1_12_2","unstructured":"M. Jiang et\u00a0al. 2025. Self-supervised and Periodicity-based Training in rPPG. Medical Image Analysis (2025)."},{"key":"e_1_3_3_1_13_2","unstructured":"Jitesh Joshi Sos\u00a0S. Agaian and Youngjun Cho. 2024. FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2411.01542 (2024). https:\/\/arxiv.org\/abs\/2411.01542"},{"key":"e_1_3_3_1_14_2","unstructured":"Xin Liu Girish Narayanswamy Akshay Paruchuri Xiaoyu Zhang Jiankai Tang Yuzhe Zhang Yuntao Wang Soumyadip Sengupta Shwetak Patel and Daniel McDuff. 2022. rPPG-Toolbox: Deep Remote PPG Toolbox. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2210.00716 (2022). https:\/\/arxiv.org\/abs\/2210.00716"},{"key":"e_1_3_3_1_15_2","unstructured":"Y. Liu et\u00a0al. 2022. GAN-based Synthetic Data Generation for Diverse Skin Tone Representation in rPPG. IEEE Journal of Biomedical and Health Informatics (2022)."},{"key":"e_1_3_3_1_16_2","unstructured":"L.\u00a0P. Malasinghe et\u00a0al. 2022. Deep Learning for Physiological Signal Extraction from Facial Videos: A Review. IEEE Access (2022)."},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1109\/ROMAN.2014.6926392"},{"key":"e_1_3_3_1_18_2","unstructured":"S. Tan et\u00a0al. 2020. Multispectral Imaging for rPPG Robustness. Biomedical Optics Express (2020)."},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"crossref","unstructured":"Jiankai Tang Kequan Chen Yuntao Wang Yuanchun Shi Shwetak Patel Daniel McDuff and Xin Liu. 2023. MMPD: Multi-Domain Mobile Video Physiology Dataset. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2302.03840 (2023). https:\/\/arxiv.org\/abs\/2302.03840 Revised version (v2) submitted on May 1 2023.","DOI":"10.1109\/EMBC40787.2023.10340857"},{"key":"e_1_3_3_1_20_2","unstructured":"B. Zhou et\u00a0al. 2018. POS: A New Method for Remote Photoplethysmography. IEEE Transactions on Biomedical Engineering (2018)."}],"event":{"name":"ICVGIP 2025: Indian Conference on Computer Vision, Graphics, and Image Processing","location":"Mandi Himachal Pradesh India","acronym":"ICVGIP 2025"},"container-title":["Proceedings of the Sixteen Indian Conference on Computer Vision, Graphics and Image Processing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3774521.3774627","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T08:03:23Z","timestamp":1785485003000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3774521.3774627"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,17]]},"references-count":19,"alternative-id":["10.1145\/3774521.3774627","10.1145\/3774521"],"URL":"https:\/\/doi.org\/10.1145\/3774521.3774627","relation":{},"subject":[],"published":{"date-parts":[[2025,12,17]]},"assertion":[{"value":"2026-07-31","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}