Publications
International Journal Articles
J H Kim, A Poulose and Dong Seog Han, "CVGG-19: Customized Visual Geometry Group Deep Learning Architecture for Facial Emotion Recognition,"IEEE Access, vol. 12, pp. 41557-41578, 2024.
R Sansaria, K D Das, A Poulose, "Quantification of golgi dispersal and classification using machine learning models," Micron, 176, 103547, January 1, 2024.
S Kakuba, A Poulose and DS Han, "Deep Learning Approaches for Bimodal Speech Emotion Recognition: Advancements, Challenges, and a Multi-Learning Model," IEEE Access, vol. 11, pp. 113769-113789, October 16, 2023.
JH Kim, A Poulose, SJ Colaco, S Neethirajan, DS Han, "Enhancing Animal Welfare with Interaction Recognition: A Deep Dive into Pig Interaction Using Xception Architecture and SSPD-PIR Method" Agriculture 13, no. 8: 1522, 2023.
SJ Colaco, JH Kim, A Poulose, S Neethirajan, DS Han, "DISubNet: Depthwise Separable Inception Subnetwork for Pig Treatment Classification Using Thermal Data", Animals 13 (7), 1184. 2023.
S. Kakuba, A. Poulose, D. S. Han, “Deep Learning-Based Speech Emotion Recognition using Multi-Level Fusion of Concurrent Features", IEEE Access, Vol. 10, pp. 125538-125551, 2022.
S. Kakuba, A. Poulose, D. S. Han, “Attention-Based Speech Emotion Recognition using with Dilated Convolution", IEEE Access, Vol. 10, pp. 122302-122313, 2022.
A. Poulose J. H. Kim and D. S. Han, “ HIT-HAR: Human Image Threshing Machine Based Human Activity Recognition for Healthcare Applications," Computational Intelligence and Neuroscience, vol. 2022, pp. 1808990, 2022.
M. Ronald, A. Poulose and D. S. Han "ISPLInception: An Inception-Resnet Deep learning Architecture for Human Activity Recognition," IEEE Access, 2021.
J. H. Kim, A. Poulose and D.D. Han "The Extensive Usage of the Facial Image Threshing Machine for Facial Emotion Recognition Performance," Sensors, vol. 21, pp. 2026, 2021.
A. Poulose and D. S. Han, "Hybrid Deep Learning Model Based Indoor Positioning using Wi-Fi RSSI Heat Maps for Autonomous Applications," Electronics, vol. 10, 2021.
A. Poulose and D. S. Han, "UWB Indoor Localization Using Deep Learning LSTM Networks," Applied Sciences, vol. 10, pp. 6290, 2020.
A. Poulose and D. S. Han, "Hybrid Indoor Localization Using IMU Sensor and Smartphone Camera," Sensors, vol. 19, pp. 5084, 2019.
A. Poulose, J. Kim and D. S. Han, “A Sensor Fusion Framework for Indoor Localization Using Smartphone Sensors and Wi-Fi RSSI Measurements," Applied Sciences, vol. 9, pp. 4379, 2019.
A. Poulose, B. Senouci and D. S. Han, "Performance Analysis of Sensor Fusion Techniques For Heading Estimation Using Smartphone Sensors, "IEEE Sensors Journal, vol. 19, no. 24, pp. 12369-12380, 2019.
A. Poulose, O. S. Eyobu, and D. S. Han, “An Indoor Position-Estimation Algorithm Using Smartphone IMU Sensor Data," IEEE Access, vol. 7, pp. 11165-11177, 2019.