Personal information

Indoor Localization, Human Activity Recognition, Facial Emotion Recognition, Autonomous Driving
India, South Korea, United States

Biography

ALWIN POULOSE received a B.Sc. degree in computer maintenance & electronics from the Union Christian College, Aluva, India, in 2012, an M.Sc. degree in electronics from the MES College, Marampally, India in 2014, M. Tech in communication systems from Christ University, Bangalore, India in 2017, and the Ph.D. degree in electronics and electrical engineering from Kyungpook National University, Daegu, South Korea in 2021. From 2021 to 2022, he was a researcher at the Center for ICT & Automobile Convergence (CITAC), Kyungpook National University, where he developed a localization and mapping system for autonomous vehicles. In addition, he was a Research Fellow at the Department of Electrical and Computer Engineering, University of Michigan, Dearborn, United States, from 11/2022 to 12/2022. He is a reviewer of prominent engineering and science international journals and has served as a technical program committee member/session chairing at several international conferences. His research interests include localization, human activity recognition, facial emotion recognition, and human behavior prediction. He is currently an Assistant Professor at the School of Data Science, Indian Institute of Science Education and Research (IISER), Thiruvananthapuram, Kerala, India, since January 2023.

Activities

Employment (3)

Indian Institute of Science Education and Research, Thiruvananthapuram: Thiruvananthapuram, Kerala, IN

2023-01-16 to present | Assistant Professor (School Of Data Science )
Employment
Source: Self-asserted source
ALWIN POULOSE

University of Michigan–Dearborn: Dearborn, Michigan, US

2022-11-07 to 2022-12-31 | Research Fellow (Department of Electrical and Computer Engineering)
Employment
Source: Self-asserted source
ALWIN POULOSE

Kyungpook National University: Daegu, KR

2021-09-01 to 2022-10-31 | Researcher (Center for ICT & Automobile Convergence (CITAC))
Employment
Source: Self-asserted source
ALWIN POULOSE

Education and qualifications (4)

Kyungpook National University: Daegu, KR

2017-08-19 to 2021-08-31 | Phd (School of Electronic and Electrical Engineering)
Education
Source: Self-asserted source
ALWIN POULOSE

Christ University: Bangalore, Karnataka, IN

2015-06-16 to 2017-05-21 | M.Tech (Electronics and Communication)
Education
Source: Self-asserted source
ALWIN POULOSE

MES College Marampally: Aluva, Kerala, IN

2012-07-02 to 2014-07-31 | M.Sc. Electronics (Department Of Electronics)
Education
Source: Self-asserted source
ALWIN POULOSE

Union Christian College: Aluva, Kerala, IN

2009-07-01 to 2012-04-30 | B.Sc. (Department Of Computer Maintenance & Electronics)
Education
Source: Self-asserted source
ALWIN POULOSE

Works (50 of 63)

Items per page:
Page 1 of 2

Anxiety in aquatics: Leveraging machine learning models to predict adult zebrafish behavior

Neuroscience
2025-01 | Journal article
Contributors: Vartika Srivastava; Anagha Muralidharan; Amrutha Swaminathan; Alwin Poulose
Source: check_circle
Crossref

Electroencephalogram-Based Emotion Recognition: A Comparative Analysis of Supervised Machine Learning Algorithms

Data Science and Management
2025-01 | Journal article
Contributors: Anagha Prakash; Alwin Poulose
Source: check_circle
Crossref

CVGG-19: Customized Visual Geometry Group Deep Learning Architecture for Facial Emotion Recognition

IEEE Access
2024 | Journal article
Contributors: Jung Hwan Kim; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref

Deep learning dives: Predicting anxiety in zebrafish through novel tank assay analysis

Physiology & Behavior
2024-12 | Journal article
Contributors: Anagha Muralidharan; Amrutha Swaminathan; Alwin Poulose
Source: check_circle
Crossref

Comprehensive Investigation of Machine Learning and Deep Learning Networks for Identifying Multispecies Tomato Insect Images

Sensors
2024-12-09 | Journal article
Contributors: Chittathuru Himala Praharsha; Alwin Poulose; Chetan Badgujar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

CBAM VGG16: An efficient driver distraction classification using CBAM embedded VGG16 architecture

Computers in Biology and Medicine
2024-09 | Journal article
Contributors: Chittathuru Himala Praharsha; Alwin Poulose
Source: check_circle
Crossref

Deep Learning Approaches for Bimodal Speech Emotion Recognition: Advancements, Challenges, and a Multi-Learning Model

IEEE Access
2023 | Journal article
Contributors: Samuel Kakuba; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref

Dispersive Modeling of Normal and Cancerous Cervical Cell Responses to Nanosecond Electric Fields in Reversible Electroporation Using a Drift-Step Rectifier Diode Generator

Micromachines
2023-11-22 | Journal article
Contributors: Mayank Kumar; Sachin Kumar; Shubhro Chakrabartty; Alwin Poulose; Hala Mostafa; Bhawna Goyal
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Versatility Investigation of Grown Titanium Dioxide Nanoparticles and Their Comparative Charge Storage for Memristor Devices

Micromachines
2023-08-16 | Journal article
Contributors: Shubhro Chakrabartty; Abdulkarem H. M. Almawgani; Sachin Kumar; Mayank Kumar; Suvojit Acharjee; Alaaddin Al-Shidaifat; Alwin Poulose; Turki Alsuwian
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Enhancing Animal Welfare with Interaction Recognition: A Deep Dive into Pig Interaction Using Xception Architecture and SSPD-PIR Method

Agriculture
2023-07-31 | Journal article
Contributors: Jung Kim; Alwin Poulose; Savina Colaco; Suresh Neethirajan; Dong Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Advancing Pig Welfare Assessment: Introducing the SSPD-PER Method for Objective and Reliable Pig Emotion Recognition

2023-07-21 | Preprint
Contributors: Jung Hwan Kim; Savina Jassica Colaco; Alwin Poulose; Suresh Neethirajan; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

DISubNet: Depthwise Separable Inception Subnetwork for Pig Treatment Classification Using Thermal Data

Animals
2023-03-28 | Journal article
Contributors: Savina Jassica Colaco; Jung Hwan Kim; Alwin Poulose; Suresh Neethirajan; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Attention-Based Multi-Learning Approach for Speech Emotion Recognition With Dilated Convolution

IEEE Access
2022 | Journal article
Contributors: Samuel Kakuba; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep Learning-Based Speech Emotion Recognition Using Multi-Level Fusion of Concurrent Features

IEEE Access
2022 | Journal article
Contributors: Samuel Kakuba; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Medication recommender system for healthcare solutions

Journal of Information and Optimization Sciences
2022 | Journal article
Contributors: Poulose, Alwin; Valappil, Anusha Palli; Sebastian, Josy
Source: check_circle
Web of Science Researcher Profile Sync

Music recommender system via deep learning

Journal of Information and Optimization Sciences
2022 | Journal article
Contributors: Poulose, Alwin; Reddy, Chinthala Sreya; Dash, Shatarupa; Sahu, Bharat Jyoti Ranjan
Source: check_circle
Web of Science Researcher Profile Sync

Pig Treatment Classification on Thermal Image Data using Deep Learning

2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN)
2022 | Conference paper
Contributors: ALWIN POULOSE
Source: Self-asserted source
ALWIN POULOSE

Point Cloud Map Generation and Localization for Autonomous Vehicles Using 3D Lidar Scans

23RD ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS (APCC): BRIDGING THE METROPOLITAN AND THE REMOTE
2022 | Journal article
Contributors: Poulose, Alwin; Baek, Minjin; Han, Dong Seog
Source: check_circle
Web of Science Researcher Profile Sync

Simulation of an Indoor Visible Light Communication System Using Optisystem

Signals
2022-11-01 | Journal article
Contributors: Alwin Poulose
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

HIT HAR: Human Image Threshing Machine for Human Activity Recognition Using Deep Learning Models

Computational Intelligence and Neuroscience
2022-10-06 | Journal article
Contributors: Alwin Poulose; Jung Hwan Kim; Dong Seog Han; Javier Medina
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Verilog Design, Synthesis, and Netlisting of IoT-Based Arithmetic Logic and Compression Unit for 32 nm HVT Cells

Signals
2022-09-13 | Journal article
Contributors: Raj Mouli Jujjavarapu; Alwin Poulose
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A Deep Learning Approach for Human Activity Classifier Using Image Data Sets

한국통신학회 학술대회논문집
2021 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Facial Emotion Recognition Using 3D Face Reconstruction

Proceedings of Symposium of the Korean Institute of communications and Information Sciences (KICS)
2021 | Conference paper
Source: Self-asserted source
ALWIN POULOSE

Feature Vector Extraction Technique for Facial Emotion Recognition Using Facial Landmarks

International Conference on ICT Convergence
2021 | Conference paper
Contributors: Poulose, Alwin; Kim, Jung Hwan; Han, Dong Seog
Source: check_circle
Web of Science Researcher Profile Sync

Feature-based deep LSTM network for indoor localization using UWB measurements

2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
2021 | Conference paper
Contributors: ALWIN POULOSE
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 2)‎

iSPLInception: An Inception-ResNet Deep Learning Architecture for Human Activity Recognition

IEEE Access
2021 | Journal article
Contributors: Mutegeki Ronald; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref

Segregation of AffectNet Dataset for Facial Emotion Recognition

한국통신학회 학술대회논문집
2021 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Sensor Fusion Frameworks For Indoor Localization Systems Using Wearable Sensors

2021 | Dissertation or Thesis
Contributors: ALWIN POULOSE
Source: Self-asserted source
ALWIN POULOSE

Foreground Extraction Based Facial Emotion Recognition Using Deep Learning Xception Model

2021 Twelfth International Conference on Ubiquitous and Future Networks (ICUFN)
2021-08-17 | Conference paper
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 2)‎

The Extensive Usage of the Facial Image Threshing Machine for Facial Emotion Recognition Performance

Sensors
2021-03-12 | Journal article
Contributors: Jung Hwan Kim; Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A study of a data standardization and cleaning technique for a facial emotion recognition system

한국통신학회 학술대회논문집
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE

An Accurate Indoor Localization Approach Using UWB System

한국통신학회 학술대회논문집
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE

An Accurate User Step Detection Algorithm Using Stretch Sensors

한국통신학회 학술대회논문집
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Facial Image Threshing Machine for Collecting Facial Emotion Recognition Dataset

한국통신학회 학술대회논문집
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Hybrid deep learning model based indoor positioning using Wi-Fi RSSI heat maps for autonomous applications

Electronics
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 3)‎

UWB-EKF Position Estimator for Indoor Localization

한국통신학회 학술대회논문집
2020 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Wi-Fi RSSI Heat Maps Based Indoor Localization System Using Deep Convolutional Neural Networks

Proceedings of the Korean Society of Broadcast Engineers Conference
2020 | Conference paper
Source: Self-asserted source
ALWIN POULOSE

An Accurate Indoor User Position Estimator For Multiple Anchor UWB Localization

2020 International Conference on Information and Communication Technology Convergence (ICTC)
2020-10-21 | Conference paper
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 2)‎

UWB Indoor Localization Using Deep Learning LSTM Networks

Applied Sciences
2020-09-10 | Journal article
Contributors: Alwin Poulose; Dong Seog Han
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Performance Analysis of Fingerprint Matching Algorithms for Indoor Localization

2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
2020-02 | Conference paper
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 3)‎

A Kalman Filter Approach for Indoor Positioning System Based on Ultra-Wideband Measurements

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE

An indoor position-estimation algorithm using smartphone IMU sensor data

Ieee Access
2019 | Journal article
EID:

2-s2.0-85061152960

Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 3)‎

Hybrid indoor localization using IMU sensors and smartphone camera

Sensors
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 4)‎

Localization terror Analysis of Indoor Positioning System Based on UWB Measurements

Eighth International Conference on Ubiquitous and Future Networks (ICUFN)
2019 | Conference paper
Contributors: Poulose, Alwin; Eyobu, Odongo Steven; Kim, Myeongjin; Han, Dong Seog
Source: check_circle
Web of Science Researcher Profile Sync

Performance analysis of sensor fusion techniques for heading estimation using smartphone sensors

IEEE Sensors Journal
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE
grade
Preferred source (of 3)‎

Shared and Balanced Caching for Information Centric Network

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE

SLAM Indoor Localization Using Smartphone Camera

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE

SLAM 과 마커를 사용한 실내 위치 측위

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Unhealthy Sitting Behavior Recognition and Notification based on Gyroscope and Accelerometer Sensor Data

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE

Wi-Fi RSSI Based Indoor Localization System Using Deep Learning LSTM Networks

한국통신학회 학술대회논문집
2019 | Journal article
Source: Self-asserted source
ALWIN POULOSE
Items per page:
Page 1 of 2