Development of an emergency medical service system based on wireless networks and real-time traffic information. - Tan-Hsu Tan; Munkhjargal Gochoo; Sukhbaatar Bilgee; Ching-Su Chang; Jin-Jia Hu; Yung-fu Chen; John Y. Chiang; Yung-Fa Huang; Ming-Hui Lee; Yung-Nian Hsu; Jin-Chyr Hsu (ICCH, 2012)

Indoor activity monitoring system for elderly using RFID and Fitbit Flex wristband. - Tan-Hsu Tan; Munkhjargal Gochoo; Ke-Hao Chen; Fu-Rong Jean; Yung-fu Chen; Fu-Jin Shih; Chiung Fang Ho (BHI, 2014)

Design and application of novel morphological filter used in vehicle detection. - Munkhjargal Gochoo; Damdinsuren Bayanduuren; Uyangaa Khuchit; Galbadrakh Battur; Tan-Hsu Tan; Sy-Yen Kuo; Shih-Chia Huang (ICIS, 2016)

Improved global motion estimation via motion vector clustering for video stabilization. - Bo-Hao Chen; Andrey Kopylov; Shih-Chia Huang; Oleg Seredin; Roman Karpov; Sy-Yen Kuo; K. Robert Lai; Tan-Hsu Tan; Munkhjargal Gochoo; Damdinsuren Bayanduuren; Cihun-Siyong Alex Gong; Patrick C. K. Hung (Eng. Appl. Artif. Intell., 2016)

Deep convolutional neural network classifier for travel patterns using binary sensors. - Munkhjargal Gochoo; Shing-Hong Liu; Damdinsuren Bayanduuren; Tan-Hsu Tan; Vijayalakshmi Velusamy; Tsung-Yu Liu (iCAST, 2017)

Device-free non-invasive front-door event classification algorithm for forget event detection using binary sensors in the smart house. - Munkhjargal Gochoo; Tan-Hsu Tan; Fu-Rong Jean; Shih-Chia Huang; Sy-Yen Kuo (SMC, 2017)

Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors. - Tan-Hsu Tan; Munkhjargal Gochoo; Fu-Rong Jean; Shih-Chia Huang; Sy-Yen Kuo (IEEE Access, 2017)

Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation. - Tan-Hsu Tan; Munkhjargal Gochoo; Yung-Fu Chen; Jin-Jia Hu; John Y. Chiang; Ching-Su Chang; Ming-Huei Lee; Yung-Nian Hsu; Jiin-Chyr Hsu (Sensors, 2017)

Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and DCNN. - Munkhjargal Gochoo; Tan-Hsu Tan; Tsedevdorj Batjargal; Oleg Seredin; Shih-Chia Huang (SMC, 2018)

Smaller Object Detection for Real-Time Embedded Traffic Flow Estimation Using Fish-Eye Cameras. - Ping-Yang Chen; Jun-Wei Hsieh; Munkhjargal Gochoo; Chien-Yao Wang; Hong-Yuan Mark Liao (ICIP, 2019)

Chronic Kidney Disease Stage Classification Using Renal Artery Doppler-Derived Parameters. - Munkhjargal Gochoo; Jun-Wei Hsieh; Chien-Hung Lee; Yun-Chih Chen; Yu-Chi Shih (SMC, 2019)

Residual Bi-Fusion Feature Pyramid Network for Accurate Single-shot Object Detection. - Ping-Yang Chen; Jun-Wei Hsieh; Chien-Yao Wang; Hong-Yuan Mark Liao; Munkhjargal Gochoo (CoRR, 2019)

Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning. - Munkhjargal Gochoo; Tan-Hsu Tan; Shih-Chia Huang; Tsedevdorj Batjargal; Jun-Wei Hsieh; Fady S. Alnajjar; Yung-Fu Chen (IEEE Internet Things J., 2019)

Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN. - Munkhjargal Gochoo; Tan-Hsu Tan; Shing-Hong Liu; Fu-Rong Jean; Fady S. Alnajjar; Shih-Chia Huang (IEEE J. Biomed. Health Informatics, 2019)

Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections. - Ping-Yang Chen; Jun-Wei Hsieh; Munkhjargal Gochoo; Ming-Ching Chang; Chien-Yao Wang; Yong-Sheng Chen; Hong-Yuan Mark Liao (ICIP, 2020)

Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification. - Munkhjargal Gochoo; Tan-Hsu Tan; Fady Alnajjar; Jun-Wei Hsieh; Ping-Yang Chen (ICIP, 2020)

Deep Real-time Hand Detectoin Using CFPN on Embedded Systems. - Pirdiansyah Hendri; Jun-Wei Hsieh; Ping-Yang Chen; Munkhjargal Gochoo; Yong-Sheng Chen (ICPR, 2020)

Activity Recognition Based on DCNN and Kinect RGB Images. - Tan-Hsu Tan; Munkhjargal Gochoo; Hong-Syuan Chen; Shing-Hong Liu; Yung-Fa Huang (iFUZZY, 2020)

Web-based multi-user concurrent job scheduling system on the shared computing resource objects. - Tetiana Habuza; Khaled Khalil; Nazar Zaki; Fady Alnajjar; Munkhjargal Gochoo (IIT, 2020)

Robots, AI, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review. - Alistair A. Vogan; Fady Alnajjar; Munkhjargal Gochoo; Sumayya Khalid (IEEE Access, 2020)

Light-Weight Mixed Stage Partial Network for Surveillance Object Detection with Background Data Augmentation. - Ping-Yang Chen; Jun-Wei Hsieh; Munkhjargal Gochoo; Yong-Sheng Chen (ICIP, 2021)

Ultra-Low Resolution Infrared Sensor-Based Wireless Sensor Network for Privacy-Preserved Recognition of Daily Activities of Living. - Luubaatar Badarch; Munkhjargal Gochoo; Ganzorig Batnasan; Fady Alnajjar; Tan-Hsu Tan (NCA, 2021)

Privacy-Preserved Social Distancing System Using Low-Resolution Thermal Sensors and Deep Learning. - Aisha Fahad Alraeesi; Hanan Fekri Kharbash; Jawaher Saif Alghfeli; Shamma Sultan Alsaedi; Munkhjargal Gochoo (SMC, 2021)

Activity Recognition Based on FR-CNN and Attention-Based LSTM Network. - Tan-Hsu Tan; Ching-Jung Huang; Munkhjargal Gochoo; Yung-Fu Chen (WOCC, 2021)

Monitoring Real-Time Personal Locomotion Behaviors Over Smart Indoor-Outdoor Environments Via Body-Worn Sensors. - Munkhjargal Gochoo; Sheikh Badar ud din Tahir; Ahmad Jalal; Kibum Kim (IEEE Access, 2021)

Semantic Recognition of Human-Object Interactions via Gaussian-Based Elliptical Modeling and Pixel-Level Labeling. - Nida Khalid; Yazeed Ghadi; Munkhjargal Gochoo; Ahmad Jalal; Kibum Kim (IEEE Access, 2021)

Multi-Person Tracking and Crowd Behavior Detection via Particles Gradient Motion Descriptor and Improved Entropy Classifier. - Faisal Abdullah; Yazeed Ghadi; Munkhjargal Gochoo; Ahmad Jalal; Kibum Kim (Entropy, 2021)

CHAD: Compact Hand-Assistive Device for enhancement of function in hand impairments. - Fady Alnajjar; Hassan Umari; Waleed Khalil Ahmed; Munkhjargal Gochoo; Alistair A. Vogan; Adel Al-Jumaily; Peer Mohamad; Shingo Shimoda (Robotics Auton. Syst., 2021)

Stochastic Remote Sensing Event Classification over Adaptive Posture Estimation via Multifused Data and Deep Belief Network. - Munkhjargal Gochoo; Israr Akhter; Ahmad Jalal; Kibum Kim (Remote. Sens., 2021)

Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures. - Luqman Ali; Fady Alnajjar; Hamad Al Jassmi; Munkhjargal Gochoo; Wasif Khan; Mohamed Adel Serhani (Sensors, 2021)

Towards Privacy-Preserved Aging in Place: A Systematic Review. - Munkhjargal Gochoo; Fady Alnajjar; Tan-Hsu Tan; Sumayya Khalid (Sensors, 2021)

Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN. - Tan-Hsu Tan; Luubaatar Badarch; Wei-Xiang Zeng; Munkhjargal Gochoo; Fady S. Alnajjar; Jun-Wei Hsieh (Sensors, 2021)

Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network. - Tan-Hsu Tan; Jin-Hao Hus; Shing-Hong Liu; Yung-Fa Huang; Munkhjargal Gochoo (Sensors, 2021)

ArSL21L: Arabic Sign Language Letter Dataset Benchmarking and an Educational Avatar for Metaverse Applications. - Ganzorig Batnasan; Munkhjargal Gochoo; Munkh-Erdene Otgonbold; Fady Alnajjar; Timothy K. Shih (EDUCON, 2022)

A simplified real-time camera-based attention assessment system for classrooms: pilot study. - Abdulrahman Majed Renawi; Fady Alnajjar; Medha Mohan Ambali Parambil; Zouheir Trabelsi; Munkhjargal Gochoo; Sumaya Khalid; Omar Mubin (Educ. Inf. Technol., 2022)

Novel Spatio-Temporal Continuous Sign Language Recognition Using an Attentive Multi-Feature Network. - Wisnu Aditya; Timothy K. Shih; Tipajin Thaipisutikul; Arda Satata Fitriajie; Munkhjargal Gochoo; Fitri Utaminingrum; Chih-Yang Lin (Sensors, 2022)

SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection. - Munkh-Erdene Otgonbold; Munkhjargal Gochoo; Fady Alnajjar; Luqman Ali; Tan-Hsu Tan; Jun-Wei Hsieh; Ping-Yang Chen (Sensors, 2022)

Mixed Stage Partial Network and Background Data Augmentation for Surveillance Object Detection. - Ping-Yang Chen; Jun-Wei Hsieh; Munkhjargal Gochoo; Yong-Sheng Chen (IEEE Trans. Intell. Transp. Syst., 2022)

FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection. - Munkhjargal Gochoo; Munkh-Erdene Otgonbold; Erkhembayar Ganbold; Jun-Wei Hsieh; Ming-Ching Chang; Ping-Yang Chen; Byambaa Dorj; Hamad Al Jassmi; Ganzorig Batnasan; Fady Alnajjar; Mohammed Abduljabbar; Fang-Pang Lin (CVPR Workshops, 2023)

Fisheye Multiple Object Tracking by Learning Distortions Without Dewarping. - Ping-Yang Chen; Jun-Wei Hsieh; Ming-Ching Chang; Munkhjargal Gochoo; Fang-Pang Lin; Yong-Sheng Chen (ICIP, 2023)

A Cloud-Based 3D Digital Twin for Arabic Sign Language Alphabet Using Machine Learning Object Detection Model. - Mohammed Abduljabbar; Munkhjargal Gochoo; Mohamad T. Sultan; Ganzorig Batnasan; Munkh-Erdene Otgonbold; Jose Berengueres; Fady Alnajjar; Ashika Sameem Abdul Rasheed; Ahmed Alshamsi; Naser Alsaedi (IIT, 2023)

ESL127: Emirate Sign Language Dataset(s) and e-Dictionary (Version 2.0) Utilizing Deep Learning Recognition Models. - Ahmed Abdelhadi Ahmed; Munkhjargal Gochoo; Mohamad Taghizadeh; Munkh-Erdene Otgonbold; Ganzorig Batnasan (IIT, 2023)

Two-Stream Architecture Using RGB-based ConvNet and Pose-based LSTM for Video Action Recognition. - Ching-Jung Huang; Munkhjargal Gochoo; Tan-Hsu Tan (IIT, 2023)

Fine-Tuning Vision Transformer for Arabic Sign Language Video Recognition on Augmented Small-Scale Dataset. - Munkhjargal Gochoo; Ganzorig Batnasan; Ahmed Abdelhadi Ahmed; Munkh-Erdene Otgonbold; Fady Alnajjar; Timothy K. Shih; Tan-Hsu Tan; Khin Wee Lai (SMC, 2023)

Smart Traffic Monitoring Through Pyramid Pooling Vehicle Detection and Filter-Based Tracking on Aerial Images. - Adnan Ahmed Rafique; Amal Al-Rasheed; Amel Ksibi; Manel Ayadi 001; Ahmad Jalal; Khaled Alnowaiser; Hossam Meshref; Mohammad Shorfuzzaman; Munkhjargal Gochoo; Jeongmin Park (IEEE Access, 2023)

Student's Health Exercise Recognition Tool for E-Learning Education. - Tamara Al Shloul; Madiha Javeed; Munkhjargal Gochoo; Suliman A. Alsuhibany; Yazeed Yasin Ghadi; Ahmad Jalal; Jeongmin Park (Intell. Autom. Soft Comput., 2023)

Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review. - Zhen Zhao; Joon Huang Chuah; Khin Wee Lai; Chee-Onn Chow; Munkhjargal Gochoo; Samiappan Dhanalakshmi; Na Wang; Wei Bao; Xiang Wu (Frontiers Comput. Neurosci., 2023)

Real-Time Attention Monitoring System for Classroom: A Deep Learning Approach for Student's Behavior Recognition. - Zouheir Trabelsi; Fady Alnajjar; Medha Mohan Ambali Parambil; Munkhjargal Gochoo; Luqman Ali (Big Data Cogn. Comput., 2023)

Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch. - Tan-Hsu Tan; Jyun-Yu Shih; Shing-Hong Liu; Mohammad Alkhaleefah; Yang-Lang Chang; Munkhjargal Gochoo (Sensors, 2023)

Maximum entropy scaled super pixels segmentation for multi-object detection and scene recognition via deep belief network. - Adnan Ahmed Rafique; Munkhjargal Gochoo; Ahmad Jalal; Kibum Kim (Multim. Tools Appl., 2023)

A simulated measurement for COVID-19 pandemic using the effective reproductive number on an empirical portion of population: epidemiological models. - Belal Alsinglawi; Omar Mubin; Fady Alnajjar; Khalid Kheirallah; Mahmoud Elkhodr; Mohammed Al-Zobbi; Mauricio Novoa; Mudassar Arsalan; Tahmina Nasrin Poly; Munkhjargal Gochoo; Gulfaraz Khan; Kapal Dev (Neural Comput. Appl., 2023)

Simple In-place Data Augmentation for Surveillance Object Detection. - Munkh-Erdene Otgonbold; Ganzorig Batnasan; Munkhjargal Gochoo (CVPR Workshops, 2024)

The 8th AI City Challenge. - Shuo Wang; David C. Anastasiu; Zheng Tang; Ming-Ching Chang; Yue Yao; Liang Zheng 001; Mohammed Shaiqur Rahman; Meenakshi S. Arya; Anuj Sharma; Pranamesh Chakraborty; Sanjita Prajapati; Quan Kong; et al. (CVPR Workshops, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Santiago Góngora; Aishik Mandal; Sukannya Purkayastha; Jesús-Germán Ortiz-Barajas; Emilio Villa-Cueva; Jinheon Baek; Soyeong Jeong; Injy Hamed; Zheng Xin Yong; et al. (NeurIPS, 2024)

Using Hybrid Models for Action Correction in Instrument Learning Based on AI. - Avirmed Enkhbat; Timothy K. Shih; Munkhjargal Gochoo; Pimpa Cheewaprakobkit; Wisnu Aditya; Thai Duy Quy; Hsinchih Lin; Yu-Ting Lin (IEEE Access, 2024)

Navigating the YOLO Landscape: A Comparative Study of Object Detection Models for Emotion Recognition. - Medha Mohan Ambali Parambil; Luqman Ali; Muhammed Swavaf; Salah Bouktif; Munkhjargal Gochoo; Hamad Aljassmi; Fady Alnajjar (IEEE Access, 2024)

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. - David Romero; Chenyang Lyu; Haryo Akbarianto Wibowo; Teresa Lynn; Injy Hamed; Aditya Nanda Kishore; Aishik Mandal; Alina Dragonetti; Artem Abzaliev; Atnafu Lambebo Tonja; Bontu Fufa Balcha; Chenxi Whitehouse; et al. (CoRR, 2024)

Comparing Emotion Detection Methods in Online Classrooms: YOLO Models, Multimodal LLM, and Human Baseline. - Medha Mohan Ambali Parambil; Salah Bouktif; Munkhjargal Gochoo; Fady Alnajjar (EDUCON, 2025)

Head and Hands Tunneling Pipeline for Enhancing Sign Language Recognition. - Ganzorig Batnasan; Munkh-Erdene Otgonbold; Qurban Ali Memon; Timothy K. Shih; Munkhjargal Gochoo (IEEE Access, 2025)

The 9th AI City Challenge. - Zheng Tang; Shuo Wang; David C. Anastasiu; Ming-Ching Chang; Anuj Sharma; Quan Kong; Norimasa Kobori; Munkhjargal Gochoo; Ganzorig Batnasan; Munkh-Erdene Otgonbold; Fady Alnajjar; Jun-Wei Hsieh; et al. (CoRR, 2025)