Publications

International Journal Articles : 11

Domestic Journal Articles : 4

1. A. Poulose "Simulation of an Indoor Visible Light Communication System Using Optisystem,"  Signals, Vol. 4, pp. 765-793, 2022.

2. R. M. Jujjavarapu and A. Poulose "Verilog Design, Synthesis, and Netlisting of IoT-based Arithmetic Logic and Compression Unit for 32nm HVT Cells," Signals, vol. 3, pp. 620-641, 2021.

3. A. Poulose, C. S. Reddy, S. Dash and B. J. R. Sahu, "Music Recommender System via Deep Learning," Journal of Information & Optimization Science, vol. 43, pp. 1081-1088, 2022.

4. A. Poulose, A. P. Valappil and J. Sebastion, "Medication Recommender System for Healthcare Solutions," Journal of Information & Optimization Science, vol. 43, pp. 1073-1080, 2022.

1. A. Poulose, M. Beak and D. S. Han "Point Cloud Map Generation and Localization for Autonomous Vehicles Using 3D Lidar Scans,' 27th Asia-Pacific Conference on Communications (APCC 2022), Jeju, South Korea.  

2. S. J. Colaco, J. H. Kim, A. Poulose, Z. S van, S. Neethirajan, and D. S. Han "Pig Treatment Classification on Thermal Image Data using Deep Learning," Int. Conf. on Ubiquitous and Future Networks (ICUFN), Barcelona, Spain, 2022.

3. A. Poulose, J.H. Kim and D. S. Han, "Feature Vector Extraction Technique for Facial Emotion Recognition Using Facial Landmarks" in Proc. Int. Conf. on ICT convergence, Jeju, South Korea, 2021.

4. A. Poulose, C.S. Reddy, J.H. Kim and D. S. Han, "Foreground Extraction Based Facial Emotion Recognition Using Deep Learning Xception Model" in Proc. Int. Conf. on Ubiquitous and Future Networks (ICUFN), Jeju Island, South Korea, 2021.

5. A. Poulose and D. S. Han, "Feature-Based Deep LSTM Network for Indoor Localization using UWB measurements" in Proc. Int. Conf. on Artificial Intelligence in Information and Communication (ICAIIC), Jeju Island, South Korea, 2021.

6. A. Poulose, Ž. Emeršic O. S. Eyobu and D. S. Han, “An Accurate Indoor User Position Estimator For Multiple Anchor UWB Localization” in Proc. Int. Conf. on ICT convergence, Jeju Island, South Korea, 2020.

7. A. Poulose and D. S. Han, "Performance Analysis of Fingerprint Matching Algorithms for Indoor Localization," in Proc. Int. Conf. on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, 2020, pp. 661-665. 

8. A. Poulose and D. S. Han, "Indoor Localization using PDR with Wi-Fi Weighted Path Loss Algorithm," in Proc. Int. Conf. on ICT convergence, Jeju, South Korea, 2019.

9. A. Poulose, O. S. Eyobu and D. S. Han, "Localization Error Analysis of Indoor Positioning System Based on UWB Measurements," in Proc. Int. Conf. on Ubiquitous and Future Networks (ICUFN), Zagreb, Croatia, 2019, pp. 84-88.

10. A. Poulose, O. S. Eyobu and D. S. Han, "A Combined PDR and Wi-Fi Trilateration Algorithm for Indoor Localization," in Proc. Int. Conf. on Artificial Intelligence in Information and Communication (ICAIIC), Okinawa, Japan, 2019, pp. 072-077.

11. A. Poulose, J. Kim and D. S. Han, "Indoor Localization with Smartphones: Magnetometer Calibration," in Proc. Int. Conf. on Consumer Electronics (ICCE), Las Vegas, NV, USA, 2019, pp. 1-3.

12. O. S. Eyobu, A. Poulose and D. S. Han, "An Accuracy Generalization Benchmark for Wireless Indoor Localization based on IMU Sensor Data," in Proc. Int. Conf. on Consumer Electronics - Berlin (ICCE-Berlin), Berlin, Germany, 2018, pp. 1- 3.

13. A. Poulose and D. S. Han, "Smartphone Based Indoor Heading Estimation," in Proc. Int. Conf. on Communications and Electronics (ICCE), Hue, Vietnam, 2018, pp. 493-496.

1. J. H. Kim, A. Poulose, and D. S. Han, " Facial Landmark Extractor for Facial Emotion Recognition,' KICS Summer Conference Jeju, South Korea, June 2022. 

2. A. Poulose, J. H. Kim and D. S. Han "Motion Classifier Using Deep Learning Architecture", in Proc. Symposium of the 2nd Korea Artificial Intelligence Conference, Jeju, South Korea, 2021.

3. A. Poulose, C.S. Reddy, J.H. Kim and D. S. Han, " KS-FER: Kernal Sharpening Based Facial Emotion Recognition", in Proc. Symposium of the 2nd Korea Artificial Intelligence Conference, Jeju, South Korea, 2021. 

4. J. H. Kim, A. Poulose and D. S. Han "Equilibratory Data Augmenting Machine for Speech Emotion Recognition", in Proc. Symposium of the 2nd Korea Artificial Intelligence Conference, Jeju, South Korea, 2021. 

5. A. Poulose, J. H. Kim and D. S. Han "Facial Emotion Recognition Using 3D Face Reconstruction," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, June 2021.

6. J. H. Kim, A. Poulose and D. S. Han "Segregation of Affectnet Dataset for Facial Emotion Recognition," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, June 2021.

7. A. Poulose and D. S. Han "A Deep Learning Approach for Human Activity Classifier Using Image Data Sets," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS), Pyeongchang, South Korea, February 2021.

8. A. Poulose and D. S. Han "Performance Analysis of Hybrid Deep Learning Model for Indoor localization," in Proc. Symposium of the 1st Korea Artificial Intelligence Conference, Jeju, South Korea, December 2020.

9. A. Poulose, J. Kim and D. S. Han "An Accurate Indoor Localization Approach Using UWB System," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS) Fall Conference, Seoul, South Korea, November 2020.

10. J. H. Kim, A. Poulose and D. S. Han "Facial Image Threshing Machine for Collecting Facial Emotion Recognition Dataset," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS) Fall Conference, Seoul, South Korea, November 2020.

11. A. Poulose, M. Ronald and D. S. Han "An Accurate User Step Detection Algorithm Using Stretch Sensors," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS), Pyeongchang, South Korea, August 2020.

12. J. H. Kim, M. Ronald, A. Poulose and D. S. Han "A Study of a Data Standardization and Cleaning Technique for a Facial Emotion Recognition System,” in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS), Pyeongchang, South Korea, August 2020.

13. A. Poulose and D. S. Han "Wi-Fi RSSI Heat Maps Based Indoor Localization System Using Deep Convolutional Neural Networks," in Proc. Symposium of the Korean Institute of Broadcast and Media Engineers Summer Conference, Jeju, South Korea, pp. 717-720, July 2020.

14. A. Poulose, M. Kim and D. S. Han "UWB-EKF Position Estimator for Indoor Localization," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS), Pyeongchang, South Korea, pp. 251-252, February 2020.

15. A. Poulose and D. S. Han "Wi-Fi RSSI Based Indoor Localization System Using Deep Learning LSTM Networks," in Proc. Symposium of the Korean Institute of communications and Information Sciences (KICS) Fall Conference, Seoul, South Korea, pp. 173-174, November 2019. 

16. A. Poulose and D. S. Han "A Kalman Filter Approach for Indoor Positioning System Based on Ultra-Wideband Measurements," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, pp. 1465-1466, June 2019.

17. D. G. Lee, A. Poulose and D. S. Han "SLAM Indoor Localization Using Smartphone Camera," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, pp. 0886-0887, June 2019.

18. M. Ronald, A. Poulose and D. S. Han "Unhealthy Sitting Behavior Recognition and Notification based on Gyroscope and Accelerometer Sensor Data," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, pp. 1467-1468, June 2019.

19. S. Dash, A. Poulose "Shared and Balanced Caching for Information Centric Network," KICS Summer Conference, Jeju, South Korea, pp. 1512-1514, June 2019.

20. A. Poulose and D. S. Han "ANN Features for Heading Classifier," in Proc. Symposium of the Korean Institute of communications and Information Sciences, Jeju, South Korea, pp. 1563-1564, June 2018.

21. A. Poulose "An Optisystem Simulation for indoor visible light communication system," in National Conference on Emerging Technologies (NCET), Tiruvannamalai, Tamil Nadu, India, March 2017.

1. Alwin Poulose, Dong Seog Han. "Multi-sensor fusion-based driver monitoring system framework," South Korea 10-2022-0021286, issued February 18, 2022.

2. Alwin Poulose, Dong Seog Han. 2020. Hybrid Deep Learning Model Based Indoor Localization using Wi-Fi RSSI Heat Maps. (Submitted)

3. Alwin Poulose, Dong Seog Han. 2019. System for Positioning Hybrid Indoor Localization Using Inertia Measurement Unit Sensor and Camera. South Korea 10-2019-0108082, issued September 02, 2019.

4. Alwin Poulose, Dong Seog Han. 2019. Terminal Apparatus For Estimating Position Information, Position Information Estimation Method, And System Thereof. South Korea 10-2019-0079132, issued July 02, 2019.

5. Alwin Poulose, Dong Seog Han. 2018. Method for Estimating Indoor Position Using Smartphone, System and Computer Readable Medium for Performing the Method. South Korea 10-2018-0098915, issued August 24, 2018.