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ORCIDMunkhjargal Gochoo
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2020 – today
- 2024
[j27]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: 109427-109442 (2024)- [j26]Avirmed Enkhbat, Timothy K. Shih, Munkhjargal Gochoo, Pimpa Cheewaprakobkit, Wisnu Aditya, Thai Duy Quy, Hsinchih Lin, Yu-Ting Lin:
Using Hybrid Models for Action Correction in Instrument Learning Based on AI. IEEE Access 12: 125319-125331 (2024) - [c26]Munkh-Erdene Otgonbold, Ganzorig Batnasan, Munkhjargal Gochoo:
Simple In-place Data Augmentation for Surveillance Object Detection. CVPR Workshops 2024: 7208-7216 - [c25]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. CVPR Workshops 2024: 7261-7272 - [i5]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 abs/2404.09432 (2024) - [i4]Munkh-Erdene Otgonbold, Ganzorig Batnasan, Munkhjargal Gochoo:
Simple In-place Data Augmentation for Surveillance Object Detection. CoRR abs/2404.11226 (2024) - [i3]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 abs/2406.05967 (2024) - 2023
- [j25]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: 2993-3007 (2023) - [j24]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): 48 (2023) - [j23]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) - [j22]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): 13401-13430 (2023) - [j21]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): 22813-22821 (2023) - [j20]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): 3354 (2023) - [c24]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: 5305-5313 - [c23]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: 1855-1859 - [c22]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: 127-131 - [c21]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: 174-179 - [c20]Mohammed Abduljabbar, Munkhjargal Gochoo, Mohamad T. Sultan, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Jose Berengueres, Fady Alnajjar, Ashika Sameem 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: 208-212 - [c19]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: 2880-2885 - [i2]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 abs/2305.17449 (2023) - 2022
- [j19]Abdulrahman Majed Renawi, Fady Alnajjar, Medha Mohan Ambali 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): 4753-4770 (2022) - [j18]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): 2315 (2022) - [j17]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): 6452 (2022) - [j16]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): 23533-23547 (2022) - [c18]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: 1814-1821 - 2021
- [j15]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: 70556-70570 (2021) - [j14]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: 111249-111266 (2021) - [j13]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): 628 (2021) - [j12]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: 103784 (2021) - [j11]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): 912 (2021) - [j10]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): 1688 (2021) - [j9]Munkhjargal Gochoo, Fady Alnajjar, Tan-Hsu Tan, Sumayya Khalid:
Towards Privacy-Preserved Aging in Place: A Systematic Review. Sensors 21(9): 3082 (2021) - [j8]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): 3112 (2021) - [j7]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): 5371 (2021) - [c17]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: 3333-3337 - [c16]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: 1-5 - [c15]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: 66-71 - [c14]Tan-Hsu Tan, Ching-Jung Huang, Munkhjargal Gochoo, Yung-Fu Chen:
Activity Recognition Based on FR-CNN and Attention-Based LSTM Network. WOCC 2021: 146-149 - 2020
- [j6]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: 18284-18304 (2020) - [c13]Munkhjargal Gochoo, Tan-Hsu Tan, Fady Alnajjar, Jun-Wei Hsieh, Ping-Yang Chen:
Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification. ICIP 2020: 663-667 - [c12]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: 1521-1525 - [c11]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: 10128-10133 - [c10]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: 1-4 - [c9]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: 221-226
2010 – 2019
- 2019
- [j5]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): 7192-7200 (2019) - [j4]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): 693-702 (2019) - [c8]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: 2956-2960 - [c7]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: 2502-2505 - [i1]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 abs/1911.12051 (2019) - 2018
- [c6]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: 2311-2316 - 2017
- [j3]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: 10734-10743 (2017) - [j2]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): 202 (2017) - [c5]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: 132-137 - [c4]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: 405-409 - 2016
- [j1]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: 39-48 (2016) - [c3]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: 1-5 - 2014
- [c2]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: 41-44 - 2012
- [c1]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: 35-42
Coauthor Index
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