Munkhjargal Gochoo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 53

Top Topics

Activity Recognition

Flow Estimation

Object Detection

Top Venues

Publications

Munkh-Erdene Otgonbold, Ganzorig Batnasan, Munkhjargal Gochoo
Simple In-place Data Augmentation for Surveillance Object Detection. CoRR (2024)
Medha Mohan Ambali Parambil, Luqman Ali, Muhammed Swavaf, Salah Bouktif, Munkhjargal Gochoo, Hamad Aljassmi, Fady Alnajjar
Navigating the YOLO Landscape: A Comparative Study of Object Detection Models for Emotion Recognition. IEEE Access 12 (2024)
Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa
The 8th AI City Challenge. CoRR (2024)
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, Christian Salamea, Dan John Velasco, David Ifeoluwa Adelani, David Le Meur, Emilio Villa-Cueva, Fajri Koto, Fauzan Farooqui, Frederico Belcavello, Ganzorig Batnasan, Gisela Vallejo, Grainne Caulfield, Guido Ivetta, Haiyue Song, Henok Biadglign Ademtew, Hernán Maina, Holy Lovenia, Israel Abebe Azime, Jan Christian Blaise Cruz, Jay P. Gala, Jiahui Geng, Jesús-Germán Ortiz-Barajas, Jinheon Baek, Jocelyn Dunstan, Laura Alonso Alemany, Kumaranage Ravindu Yasas Nagasinghe, Luciana Benotti, Luis Fernando D'Haro, Marcelo Viridiano, Marcos Estecha-Garitagoitia, Maria Camila Buitrago Cabrera, Mario Rodríguez-Cantelar, Mélanie Jouitteau, Mihail Mihaylov, Mohamed Fazli Mohamed Imam, Muhammad Farid Adilazuarda, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Naome A. Etori, Olivier Niyomugisha, Paula Mónica Silva, Pranjal A. Chitale, Raj Dabre, Rendi Chevi, Ruochen Zhang, Ryandito Diandaru, Samuel Cahyawijaya, Santiago Góngora, Soyeong Jeong, Sukannya Purkayastha, Tatsuki Kuribayashi, Thanmay Jayakumar, Tiago Timponi Torrent, Toqeer Ehsan, Vladimir Araujo, Yova Kementchedjhieva, Zara Burzo, Zheng Wei Lim, Zheng Xin Yong, Oana Ignat, Joan Nwatu, Rada Mihalcea, Thamar Solorio, Alham Fikri Aji
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. CoRR (2024)
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
A simulated measurement for COVID-19 pandemic using the effective reproductive number on an empirical portion of population: epidemiological models. Neural Comput. Appl. 35 (31) (2023)
Mohammed Abduljabbar, Munkhjargal Gochoo, Mohamad T. Sultan, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Jose Berengueres, Fady Alnajjar, Ashika Abdul Rasheed, Ahmed Alshamsi, Naser Alsaedi
A Cloud-Based 3D Digital Twin for Arabic Sign Language Alphabet Using Machine Learning Object Detection Model. IIT (2023)
Ping-Yang Chen, Jun-Wei Hsieh, Ming-Ching Chang, Munkhjargal Gochoo, Fang-Pang Lin, Yong-Sheng Chen
Fisheye Multiple Object Tracking by Learning Distortions Without Dewarping. ICIP (2023)
Zouheir Trabelsi, Fady Alnajjar, Medha Mohan Ambali Parambil, Munkhjargal Gochoo, Luqman Ali
Real-Time Attention Monitoring System for Classroom: A Deep Learning Approach for Student's Behavior Recognition. Big Data Cogn. Comput. 7 (1) (2023)
Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang, Munkhjargal Gochoo
Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch. Sensors 23 (6) (2023)
Ching-Jung Huang, Munkhjargal Gochoo, Tan-Hsu Tan
Two-Stream Architecture Using RGB-based ConvNet and Pose-based LSTM for Video Action Recognition. IIT (2023)
Munkhjargal Gochoo, Ganzorig Batnasan, Ahmed Abdelhadi Ahmed, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih, Tan-Hsu Tan, Khin Wee Lai
Fine-Tuning Vision Transformer for Arabic Sign Language Video Recognition on Augmented Small-Scale Dataset. SMC (2023)
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
FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection. CVPR Workshops (2023)
Ahmed Abdelhadi Ahmed, Munkhjargal Gochoo, Mohamad Taghizadeh, Munkh-Erdene Otgonbold, Ganzorig Batnasan
ESL127: Emirate Sign Language Dataset(s) and e-Dictionary (Version 2.0) Utilizing Deep Learning Recognition Models. IIT (2023)
Adnan Ahmed Rafique, Munkhjargal Gochoo, Ahmad Jalal, Kibum Kim
Maximum entropy scaled super pixels segmentation for multi-object detection and scene recognition via deep belief network. Multim. Tools Appl. 82 (9) (2023)
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
FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection. CoRR (2023)
Zhen Zhao, Joon Huang Chuah, Khin Wee Lai, Chee-Onn Chow, Munkhjargal Gochoo, Samiappan Dhanalakshmi, Na Wang, Wei Bao, Xiang Wu
Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review. Frontiers Comput. Neurosci. 17 (2023)
Adnan Ahmed Rafique, Amal Al-Rasheed, Amel Ksibi, Manel Ayadi, Ahmad Jalal, Khaled Alnowaiser, Hossam Meshref, Mohammad Shorfuzzaman, Munkhjargal Gochoo, Jeongmin Park
Smart Traffic Monitoring Through Pyramid Pooling Vehicle Detection and Filter-Based Tracking on Aerial Images. IEEE Access 11 (2023)
Abdulrahman Majed Renawi, Fady Alnajjar, Medha Parambil, Zouheir Trabelsi, Munkhjargal Gochoo, Sumaya Khalid, Omar Mubin
A simplified real-time camera-based attention assessment system for classrooms: pilot study. Educ. Inf. Technol. 27 (4) (2022)
Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, Yong-Sheng Chen
Mixed Stage Partial Network and Background Data Augmentation for Surveillance Object Detection. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Fady Alnajjar, Luqman Ali, Tan-Hsu Tan, Jun-Wei Hsieh, Ping-Yang Chen
SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection. Sensors 22 (6) (2022)
Wisnu Aditya, Timothy K. Shih, Tipajin Thaipisutikul, Arda Satata Fitriajie, Munkhjargal Gochoo, Fitri Utaminingrum, Chih-Yang Lin
Novel Spatio-Temporal Continuous Sign Language Recognition Using an Attentive Multi-Feature Network. Sensors 22 (17) (2022)
Ganzorig Batnasan, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih
ArSL21L: Arabic Sign Language Letter Dataset Benchmarking and an Educational Avatar for Metaverse Applications. EDUCON (2022)
Munkhjargal Gochoo, Fady Alnajjar, Tan-Hsu Tan, Sumayya Khalid
Towards Privacy-Preserved Aging in Place: A Systematic Review. Sensors 21 (9) (2021)
Luubaatar Badarch, Munkhjargal Gochoo, Ganzorig Batnasan, Fady Alnajjar, Tan-Hsu Tan
Ultra-Low Resolution Infrared Sensor-Based Wireless Sensor Network for Privacy-Preserved Recognition of Daily Activities of Living. NCA (2021)
Nida Khalid, Yazeed Ghadi, Munkhjargal Gochoo, Ahmad Jalal, Kibum Kim
Semantic Recognition of Human-Object Interactions via Gaussian-Based Elliptical Modeling and Pixel-Level Labeling. IEEE Access 9 (2021)
Munkhjargal Gochoo, Sheikh Badar ud din Tahir, Ahmad Jalal, Kibum Kim
Monitoring Real-Time Personal Locomotion Behaviors Over Smart Indoor-Outdoor Environments Via Body-Worn Sensors. IEEE Access 9 (2021)
Tan-Hsu Tan, Jin-Hao Hus, Shing-Hong Liu, Yung-Fa Huang, Munkhjargal Gochoo
Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network. Sensors 21 (9) (2021)
Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, Yong-Sheng Chen
Light-Weight Mixed Stage Partial Network for Surveillance Object Detection with Background Data Augmentation. ICIP (2021)
Aisha Fahad Alraeesi, Hanan Fekri Kharbash, Jawaher Saif Alghfeli, Shamma Sultan Alsaedi, Munkhjargal Gochoo
Privacy-Preserved Social Distancing System Using Low-Resolution Thermal Sensors and Deep Learning. SMC (2021)
Faisal Abdullah, Yazeed Ghadi, Munkhjargal Gochoo, Ahmad Jalal, Kibum Kim
Multi-Person Tracking and Crowd Behavior Detection via Particles Gradient Motion Descriptor and Improved Entropy Classifier. Entropy 23 (5) (2021)
Luqman Ali, Fady Alnajjar, Hamad Al Jassmi, Munkhjargal Gochoo, Wasif Khan, Mohamed Adel Serhani
Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures. Sensors 21 (5) (2021)
Tan-Hsu Tan, Ching-Jung Huang, Munkhjargal Gochoo, Yung-Fu Chen
Activity Recognition Based on FR-CNN and Attention-Based LSTM Network. WOCC (2021)
Fady Alnajjar, Hassan Umari, Waleed Khalil Ahmed, Munkhjargal Gochoo, Alistair A. Vogan, Adel Al-Jumaily, Peer Mohamad, Shingo Shimoda
CHAD: Compact Hand-Assistive Device for enhancement of function in hand impairments. Robotics Auton. Syst. 142 (2021)
Tan-Hsu Tan, Luubaatar Badarch, Wei-Xiang Zeng, Munkhjargal Gochoo, Fady S. Alnajjar, Jun-Wei Hsieh
Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN. Sensors 21 (16) (2021)
Munkhjargal Gochoo, Israr Akhter, Ahmad Jalal, Kibum Kim
Stochastic Remote Sensing Event Classification over Adaptive Posture Estimation via Multifused Data and Deep Belief Network. Remote. Sens. 13 (5) (2021)
Pirdiansyah Hendri, Jun-Wei Hsieh, Ping-Yang Chen, Munkhjargal Gochoo, Yong-Sheng Chen
Deep Real-time Hand Detectoin Using CFPN on Embedded Systems. ICPR (2020)
Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, Ming-Ching Chang, Chien-Yao Wang, Yong-Sheng Chen, Hong-Yuan Mark Liao
Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections. ICIP (2020)
Alistair A. Vogan, Fady Alnajjar, Munkhjargal Gochoo, Sumayya Khalid
Robots, AI, and Cognitive Training in an Era of Mass Age-Related Cognitive Decline: A Systematic Review. IEEE Access 8 (2020)
Tan-Hsu Tan, Munkhjargal Gochoo, Hong-Syuan Chen, Shing-Hong Liu, Yung-Fa Huang
Activity Recognition Based on DCNN and Kinect RGB Images. iFUZZY (2020)
Tetiana Habuza, Khaled Khalil, Nazar Zaki, Fady Alnajjar, Munkhjargal Gochoo
Web-based multi-user concurrent job scheduling system on the shared computing resource objects. IIT (2020)
Munkhjargal Gochoo, Tan-Hsu Tan, Fady Alnajjar, Jun-Wei Hsieh, Ping-Yang Chen
Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification. ICIP (2020)
Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Fu-Rong Jean, Fady S. Alnajjar, Shih-Chia Huang
Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Munkhjargal Gochoo, Tan-Hsu Tan, Shih-Chia Huang, Tsedevdorj Batjargal, Jun-Wei Hsieh, Fady S. Alnajjar, Yung-Fu Chen
Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning. IEEE Internet Things J. 6 (4) (2019)
Ping-Yang Chen, Jun-Wei Hsieh, Munkhjargal Gochoo, Chien-Yao Wang, Hong-Yuan Mark Liao
Smaller Object Detection for Real-Time Embedded Traffic Flow Estimation Using Fish-Eye Cameras. ICIP (2019)
Ping-Yang Chen, Jun-Wei Hsieh, Chien-Yao Wang, Hong-Yuan Mark Liao, Munkhjargal Gochoo
Residual Bi-Fusion Feature Pyramid Network for Accurate Single-shot Object Detection. CoRR (2019)
Munkhjargal Gochoo, Jun-Wei Hsieh, Chien-Hung Lee, Yun-Chih Chen, Yu-Chi Shih
Chronic Kidney Disease Stage Classification Using Renal Artery Doppler-Derived Parameters. SMC (2019)
Munkhjargal Gochoo, Tan-Hsu Tan, Tsedevdorj Batjargal, Oleg Seredin, Shih-Chia Huang
Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and DCNN. SMC (2018)
Munkhjargal Gochoo, Shing-Hong Liu, Damdinsuren Bayanduuren, Tan-Hsu Tan, Vijayalakshmi Velusamy, Tsung-Yu Liu
Deep convolutional neural network classifier for travel patterns using binary sensors. iCAST (2017)
Tan-Hsu Tan, Munkhjargal Gochoo, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo
Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors. IEEE Access 5 (2017)
Munkhjargal Gochoo, Tan-Hsu Tan, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo
Device-free non-invasive front-door event classification algorithm for forget event detection using binary sensors in the smart house. SMC (2017)
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
Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation. Sensors 17 (1) (2017)
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
Improved global motion estimation via motion vector clustering for video stabilization. Eng. Appl. Artif. Intell. 54 (2016)
Munkhjargal Gochoo, Damdinsuren Bayanduuren, Uyangaa Khuchit, Galbadrakh Battur, Tan-Hsu Tan, Sy-Yen Kuo, Shih-Chia Huang
Design and application of novel morphological filter used in vehicle detection. ICIS (2016)
Tan-Hsu Tan, Munkhjargal Gochoo, Ke-Hao Chen, Fu-Rong Jean, Yung-fu Chen, Fu-Jin Shih, Chiung Fang Ho
Indoor activity monitoring system for elderly using RFID and Fitbit Flex wristband. BHI (2014)
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
Development of an emergency medical service system based on wireless networks and real-time traffic information. ICCH (2012)