Alwin Poulose

Indian Institute of Science Education and Research Thiruvananthapuram — India

Economics, Econometrics and Finance · Social Sciences

5h-index143citations15works9.52yr avg
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Research Topics

COVID-19 Pandemic Impacts(5), Infection Control and Ventilation(4), Emotion and Mood Recognition(2), Face and Expression Recognition(1), Speech Recognition and Synthesis(1)

Publications15 total

YOLO advances to its genesis: a decadal and comprehensive review of the You Only Look Once (YOLO) series
Artificial Intelligence Review·2025· 61 citedOpen Access
Analyzing the Effectiveness of Sobel and Laplacian Filters Integration in Facial Emotion Recognition
2025
Enhancing Prediabetes Prediction Using Hybrid CNNs and SMOTE for Data Imbalance
2025· 1 cited
From Wrist to Ankle: Understanding IMU Sensor Placement in Human Activity Recognition
2025· 3 cited
Advanced Brain Tumor Classification from MRI Images with Vision and Swin Transformer Models
2025· 2 cited
Revolutionizing Endoscopic Diagnostics: A Comparative Study of DC-UNet and MC-UNet
2024· 1 cited
Feature Importance and Model Performance in Deep Learning for Speech Emotion Recognition
2024· 5 cited
Hybrid Horizons: Advancing Water Potability Prediction Through Hybrid Machine Learning
2024· 3 cited
YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series
2024· 22 citedOpen Access
YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series
Preprints.org·2024· 2 citedOpen Access
YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series
Preprints.org·2024· 34 citedOpen Access
Referee report. For: Recognizing human activities using light-weight and effective machine learning methodologies [version 4; peer review: 1 approved, 3 not approved]
Faculty of 1000 Research Ltd·2024Open Access
Referee report. For: Recognizing human activities using light-weight and effective machine learning methodologies [version 2; peer review: 1 approved with reservations, 3 not approved]
Faculty of 1000 Research Ltd·2024Open Access
Referee report. For: Ensemble of multimodal deep learning autoencoder for infant cry and pain detection [version 2; peer review: 3 approved with reservations, 2 not approved]
Faculty of 1000 Research Ltd·2024Open Access
YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series
SSRN Electronic Journal·2024· 9 citedOpen Access

Frequent Co-authors

Manoj Karkee(6), Ranjan Sapkota(5), Rizwan Qureshi(5), Marco Flores-Calero(5), Upesh Nepal(5), Peter Zeno(5), Hong Yan(5), Uday Bhanu Prakash Vaddevolu(4), Chetan Badgujar(4), Chetan Badjugar(2), Jovita Biju(2), Muhammad Mudasser Hussain(1), Uday Prakash Vaddevolu(1), Prof. Hong Yan(1), P Ramkrishnan(1), Reji K. Dhaman(1), R Gokul(1), Anjali Jain(1), Ankita Mishra(1), Bethany Gosala(1)