Publications
Aveen Dayal, Rishabh Lalla, Vineeth N Balasubramanian, Linga Reddy Cenkeramaddi, C. Krishna Mohan, and Abhinav Kumar, "Improving Unsupervised Domain Adaptation: A Pseudo-Candidate Set Approach," in European Conference on Computer Vision (ECCV) 2024. (Accepted)
Nathala Sai Sree, Rakesh Reddy Yakkati, Aveen Dayal, M. Sabarimalai Manikandan, Jing Zhou, Linga Reddy Cenkeramaddi, “Vessel Type Classification utilizing Underwater Acoustic Data and Deep Learning,” has been accepted for presentation at the 19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024).
Nandam Sreevidya, Nathala Sai Sree, Aveen Dayal, M. Sabarimalai Manikandan, Jing Zhou, Linga Reddy Cenkeramaddi. “Classification of Anomalies in Industrial Machines utilizing Machine Sounds and Deep Learning,” has been accepted for presentation at the 19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024).
2024
A. Dayal, M. Aishwarya, S. Abhilash, C. Krishna Mohan, A. Kumar, and L. R. Cenkeramaddi, "Adversarial Unsupervised Domain Adaptation for Hand Gesture Recognition using Thermal Images," in IEEE Sensors Journal, doi: 10.1109/JSEN.2023.3235379.
J. Amendola, A. Dayal, L. R. Cenkeramaddi and A. Jha, "Edge-Distributed Fusion of Camera-LiDAR for Robust Moving Object Localization," in IEEE Access, vol. 11, pp. 73583-73598, 2023, doi: 10.1109/ACCESS.2023.3295212.
Aveen Dayal, Vimal K B, Linga Reddy Cenkeramaddi, C. Krishna Mohan, Abhinav Kumar, and Vineeth N Balasubramanian, "MADG: Margin-based Adversarial Learning for Domain Generalization," in Advances in Neural Information Processing Systems (NeurIPS) 2023. (Accepted)
R. Pretto, A. Dayal, Y. O. Haile, J. Amendola, L. R. Cenkeramaddi, K. Robbersmyr, and A. Jha, "Motor Bearing Fault Classification using Laser Sensor and Light Weight CNN" in IEEE International Symposium on Smart Electronic Systems 2023. (Accepted)
2023
Dayal A., Jha A., Cenkeramaddi L. R., "Reward Criteria Impact on the Performance of Reinforcement Learning Agent for Autonomous Navigation". Applied Soft Computing, Volume 126, 2022, 109241, ISSN 1568-4946, https://doi.org/10.1016/j.asoc.2022.109241.
Dayal A., Yeduri S. R., Koduru B. H., Jaiswal R. K., Soumya J., Srinivas M. B., Pandey O. J., Cenkeramaddi L. R., "Lightweight deep convolution neural network for background sound classification in speech signals". Journal of the Acoustical Society of America, 2022 Apr;151(4):2773. doi: 10.1121/10.0010257. PMID: 35461490.
2022
Dayal, A.; Paluru, N.; Cenkeramaddi, L.R.; J., S.; Yalavarthy, P.K. “Design and Implementation of Deep Learning Based Contactless Authentication System Using Hand Gestures”. Electronics 2021, 10, 182. https://doi.org/10.3390/electronics10020182.
Paluru N, Dayal A., Jenssen HB, Sakinis T., Cenkeramaddi L. R., Prakash J., Yalavarthy P. K. “Anam-Net: Anamorphic Depth Embedding-Based Lightweight CNN for Segmentation of Anomalies in COVID-19 Chest CT Images”. IEEE Transactions on Neural Networks and Learning Systems. 2021 Mar;32(3):932-946. DOI: 10.1109/tnnls.2021.3054746.
Awasthi N., Dayal A., Cenkeramaddi L. R., Yalavarthy P. K., “Mini-COVIDNet : Efficient Light Weight Deep Neural Network for Ultrasound based Point-of-Care Testing of COVID-19”. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 2021 Mar 23; PP. doi: 10.1109/TUFFC.2021.3068190.
Bhatia J., Dayal A., et. al. ”Classification of targets using statistical features from range fft of mmwave fmcw radars”. Electronics. 2021; 10(16):1965. https://doi.org/10.3390/electronics10161965.
Breland D. S., Dayal A., Jha A., Yalavarthy P. K., Pandey O. J., and Cenkeramaddi L. R. ”Robust Hand Gestures Recognition Using a Deep CNN and Thermal Images”. IEEE Sensors Journal. https://doi.org/10.1109/JSEN.2021.3119977.
Bhatia J., Dayal A., et. al. “Object Classification Technique for mmWave FMCW Radars using Range-FFT Features”. 13th IEEE International Conference on COMmunication Systems & NETworkS (IEEE COMSNETS), January 5 – 9, 2021, Bengaluru, India, pp. 111-115, doi: 10.1109/COMSNETS51098.2021.9352894.
Breland D. S., Skriubakken S. B., Dayal A., Jha A., Yalavarthy P. K. and Cenkeramaddi L. R., “Deep Learning based Sign Language Digits Recognition from Thermal Images with Edge Computing System”. IEEE Sensors Journal, doi:10.1109/JSEN.2021.3061608.
Cenkeramaddi L. R., Rai P. K., Dayal A., Bhatia J., Pandya A., Soumya J., Kumar A., Jha A.,“A Novel Angle Estimation for mmWave FMCW radars using Machine Learning” .IEEE Sensors Journal, doi: 10.1109/JSEN.2021.3058268.
2021