Publications

Selected SCIE/Scopus journal papers:

1. Dung Nguyen, Van-Dung Hoang*, Van-Tuong-Lan Le,  Towards enhancing learning on imbalanced data: A novel adaptive weighting strategy, Neurocomputing, Elsevier, vol. 673, pp. 132886, 2026 (SCIE, Q1) (PDF)

2. Dung Nguyen, Van-Dung Hoang*, Van-Tuong-Lan Le, A Lightweight Multi-Scale Attention Model for Small Object Detection in UAV Imagery, IEEE Access, vol. 2026,pp. 12579 - 12593, 2026 (SCIE, Q1) (PDF)

3. Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Predicting occluded skeletal joints via tracking-based feature extraction, Neurocomputing, Elsevier, vol. 651, 1-17, https://doi.org/10.1016/j.neucom.2025.131004, 2025 (PDF)

4. Hoang Van Thanh, Nguyen Duy Quang, Tu Minh Phuong, Kang-Hyun Jo, Van-Dung Hoang, A Compact Version of EfficientNet for Skin Disease Diagnosis Application, Neurocomputing, Vol.620(1), pp. 129166, (SCIE, 2025-Q1), https://doi.org/10.1016/j.neucom.2024.129166, 2025 (PDF)

5. Minh-Trieu Truong, Van-Dung Hoang, Skeleton-based multi-person action recognition towards real-world violence detection, Engineering Applications of Artificial Intelligence, Elsevier, Vol. 161(A,111987), pp. 1-13,- (2025, SCIE Q1, IF 8.0), https://doi.org/10.1016/j.engappai.2025.111987, 2025 (PDF)

6. Tri-Cong Pham, Tien-Nam Nguyen, Van-Dung Hoang, Van-Duy Nguyen, Enhancing Coffee Leaf Disease Classification Via Active Learning and Diverse Sample Selection, IEEE Access (SCIE, Q1), 2025 (PDF)

7. Van-Dung Hoang, Nhan T Huynh, Nguyen Tran, Khanh Le, Thi-Minh-Chau Le, Ali Selamat, Hien D Nguyen, Powering AI-driven car damage identification based on VeHIDE dataset, Journal of Information and Telecommunication, Taylor & Francis, vol. 9(1), pp. 24-43, 2025

8. Thanh-An Pham, Van-Dung Hoang, Chest X-ray image classification using transfer learning and hyperparameter customization for lung disease diagnosis, Journal of Information and Telecommunication, Taylor & Francis, vol. 2024, pp. 1-15, 2024

9. Van-Dung Hoang, Xuan-Thuy Vo, Kang-Hyun Jo, Categorical weighting domination for imbalanced classification with skin cancer in intelligent healthcare systems, IEEE Access, IEEE Press, Vol. 11, pp. 105170-105181, 2023

10. Diem-Phuc Tran, Gia-Nhu Nguyen, Van-Dung Hoang, Hyperparameter optimization for improving recognition efficiency of an adaptive learning system, IEEE Access, IEEE Press, vol. 8, pp. 160569-160580, 2020

11. Tri-Cong Pham, Chi-Mai Luong, Antoine Doucet, Van-Dung Hoang, Diem-Phuc Tran, Duc-Hau Le, Meta-analysis of computational methods for breast cancer classification, International Journal of Intelligent Information and Database Systems, Inderscience, vol. 13(1), pp. 89-111, 2020

12. Van-Huy Pham, Kang-Hyun Jo, Van-Dung Hoang, Scalable local features and hybrid classifiers for improving action recognition, Journal of Intelligent & Fuzzy Systems, IOS Press, vol. 36 (4), pp. 3357-3372, 2019

13. Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo, Motion estimation based on two corresponding points and angular deviation optimization, IEEE Transactions on Industrial Electronics, vol. 64(11), pp. 8598-8606, 2017

14. Van-Dung Hoang, Kang-Hyun Jo, A simplified solution to motion estimation using an omnidirectional camera and a 2-D LRF sensor, Transactions on Industrial Informatics, IEEE, vol. 12 (3), pp. 1064-1073, 2016

15. Van-Dung Hoang, Kang-Hyun Jo, Joint components based pedestrian detection in crowded scenes using extended feature descriptors, Neurocomputing, Elsevier, vol. 188, pp. 139-150, 2016

16. My-Ha Le, Hoang-Hon Trinh, Van-Dung Hoang, Kang-Hyun Jo, Automated architectural reconstruction using reference planes under convex optimization, International Journal of Control, Automation and Systems, Springer, vol. 14 (30), pp. 814-826, 2016

17. Van-Dung Hoang, Kang-Hyun Jo, Automatic calibration of camera and LRF based on morphological pattern and optimal angular back-projection error, International Journal of Control, Automation and Systems, Springer, vol. 13(6), 1436-1445, 2015

18. Laksono Kurnianggoro, Van-Dung Hoang, Kang-Hyun Jo, Calibration of a 2D laser scanner system and rotating platform using a point-plane constraint, Computer Science and Information Systems, vol. 12(1), pp. 307-322, 2015

19. Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo, Hybrid cascade boosting machine using variant scale blocks based HOG features for pedestrian detection, Neurocomputing, Elsevier, vol. 135, pp. 357-366, 2014

20. My-Ha Le, Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo, One-point-plus for 5-DOF localization of vehicle-mounted omnidirectional camera in long-range motion, International Journal of Control, Automation and Systems, Springer, vol. 11 (1), pp. 1018-1027, 2013

International journal papers:

1. Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Action Transformer: Model Improvement and Effective Investigation with MPOSE2021 and MSR Action 3D Datasets, Journal of Advanced Research in Applied Sciences and Engineering Technology, vol.62(1),pp. 76-89, 2026.

2. Dong-Ho Le, Van-Dung Hoang, Application of Classification Methods in Forecasting Broadband Internet Subscribers Leaving the Network, International Journal of Machine Learning, Vol. 13 (1), pp. 13-30, 2022

3. Van-Huy Pham, Diem-Phuc Tran, Van-Dung Hoang, Personal identification based on deep learning technique using facial images for intelligent surveillance systems, International Journal of Machine Learning and Computing, vol. 9(4), pp. 465-470, 2019  (Scopus at 2019)

4. Van-Dung Hoang, Multiple classifier-based spatiotemporal features for living activity prediction, Journal of Information and Telecommunication, Taylor & Francis, vol. 1(1), pp. 100-112, 2017

5. Van-Dung Hoang, Kang-Hyun Jo, Path planning for autonomous vehicle based on heuristic searching using online images, Vietnam Journal of Computer Science, Springer, vol. 2, pp. 109-120, 2015

6. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Moving object localization using optical flow for pedestrian detection from a moving vehicle, The Scientific World Journal, Hindawi, vol. 2014, pp. 1-9, 2014 (SCIE at 2014)

Scopus conference papers:

1. Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Enhancing Action Recognition Using 3D Skeleton Reconstruction: Integrating MotioNet with AcTv2, Asian Conference on Intelligent Information and Database Systems, CCIS-Springer, vol. 2494, pp 121–132, 2025

2. Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le, A Lightweight Transformer Model for Real-Time Object Detection on Edge Devices in Surveillance Camera Systems, Asian Conference on Intelligent Information and Database Systems, CCIS-Springer, vol. 2494, pp. 221-234, 2025

3. Thanh-An Pham, Van-Dung Hoang, Doan-Hieu Tran, Van-Tuong-Lan Le, CerMixer: An Efficient Model for Cervical Cancer Classification Based on Patching and Multi-scale Depthwise Convolutional Fusion, Asian Conference on Intelligent Information and Database Systems (ACIIDS2025) LNCS (LNAI), Springer, vol.15683,pp 240–253, 2025

4. Ba-Duy Nguyen, Van-Dung Hoang, Hien D. Nguyen , Improved Skin Classification Performance Based on Hybrid Models, Asian Conference on Intelligent Information and Database Systems, CCIS-Springer, vol. 2494, pp 89–104, 2025

5. Cuu-Duong Dang; Thi-My-Dung Le; Van-Dung Hoang*, Hybrid Ensemble and Deep Learning Models for Improving Diabetes Prediction, International Workshop on Intelligent Systems (IWIS) (WoS, Scopus), 2025 (PDF)

6. Trung-Phien Nguyen, Mai-Hieu Hoang, Minh-Luan Su, Van-Dung Hoang*, Xuan-Huy Dinh, TameMini-GS: A Hybrid Approach for Efficient and Compact 3D Gaussian Splatting, International Workshop on Intelligent Systems (IWIS) (WoS, Scopus), 2025  (PDF)

7. Thanh-An Pham, Tuong-Lan Le Van, Van-Dung Hoang*, WDCViT: Enhancing Monkeypox Prediction via Lightweight Vision Transformer with Window Attention and Dilated Convolutions, 17th International Conference on Human System Interaction (HSI) (WoS, Scopus), 2025 (PDF)

8. Dung Nguyen, Van-Dung Hoang*, Tri-Cong Pham, Quang-Khai Tran, Chi-Mai Luong, A Real-Time Object Detection and Tracking Framework Based on RT-DETR and DeepSORT, 17th International Conference on Human System Interaction (HSI) (WoS, Scopus), 2025 (PDF)

9. Doan-Hieu Tran, Van-Dung Hoang, Dung Nguyen, Thanh-An Pham, Van-Tuong-Lan Le, A Survey on Vehicle Damage Detection using Deep Learning Towards Intelligent Insurance, 17th International Conference on Human System Interaction (HSI) (WoS, Scopus), 2025 (PDF)

10. Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le, V-DETR: Pure Transformer for End-To-End Object Detection, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 14796, pp.120–131, 2024

11. Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Quang-Khai Tran, Omni-TransPose: Fusion of OmniPose and Transformer Architecture for Improving Action Detection, Asian Conference on Intelligent Information and Database Systems (ACIIDS), CCIS Springer, vol. 2145, pp. 59–70, 2024

12. Dung Nguyen, Van-Dung Hoang, Ba-Duy Nguyen, Van-Tuong-Lan Le, Transformer with MLP-like Approach for Improving Object Detection Efficiency, International Workshop on Intelligent Systems (IWIS), IEEE Press, pp. 1-6, 2024

13. Trung-Phien Nguyen, Van-Dung Hoang, Minh-Luan Su, Trong-Tri Bui, Ba-Duy Nguyen, Improving Skin Lesion Classification based on Fusion Multi-Learning Models, IEEE 9th International Conference on Data Science in Cyberspace (DSC),IEEE Computer Society, 810-817 , 2024

14. Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le, Ngoc-Thuy Nguyen, Improvement of Small Object Detection Effectiveness Based on Swin Transformer, International Conference on Green Technology and Sustainable Development (GTSD), Springer, vol. 1195, pp.60-72, 2024

15. Minh-Trieu Truong, Van-Dung Hoang, Thi-Minh-Chau Le, Skeleton-Based Posture Estimation for Human Action Recognition Using Deep Learning, International Conference on Green Technology and Sustainable Development (GTSD), Springer, vol. 1195, pp. 85-98, 2024

16. [9] Khac-Anh Phu, Van-Dung Hoang, Van-Tuong-Lan Le, Thinh Vinh Le, Enhancing Human Pose Estimation with SE-Block in the OmniPose Model, International Conference on Human System Interaction (HSI), IEEE Press, pp.1-6, 2024

17. Thanh-An Pham, Tien-Anh Nguyen, Quang-Vinh Tran, Van-Dung Hoang, Improve Breast Cancer Classification Based on Deep Feature Fusion and Hyperparameter Customization Using Transfer Learning, New Trends in Intelligent Software Methodologies, Tools and Techniques (SOMET), Frontiers in Artificial Intelligence and Applications, IOS Press, vol. 389, pp. 177 - 188, 2024

18. Tri-Cong Pham, Thi-Luot Nguyen, Van-Dung Hoang, Van Duy Nguyen, Forecasting Coffee Prices with Facebook Prophet: A Machine Learning Approach, International Conference on Soft Computing and its Engineering Applications (Scopus), 2025 (PDF)

19. Van-Dung Hoang, Thanh-An Pham, Fusion of ViT Technique and Image Filtering in Deep Learning for Plant Pests and Diseases Recognition, International Conference on System Science and Engineering (ICSSE), pp. 438-443, IEEE Press, 2023

20. Thanh-An Pham, Van-Dung Hoang, Combination of Deep Learning and Ambiguity Rejection for Improving Image-Based Disease Diagnosis, Asian Conference on Intelligent Information and Database Systems (ACIIDS2023), Lecture Notes in Computer Science, Springer Nature, vol. 13995, pp. 147-160, 2023

21. Tri-Cong Pham, Van Duy Nguyen, Chi Hieu Le, Michael Packianather, Van-Dung Hoang, Artificial intelligence-based solutions for coffee leaf disease classification, International Conference on Marine Sustainable Development and Innovation, IOP Publishing, vol. 1278 (1), pp. 1-7, 2023

22. Nhan T Huynh, Nguyen ND Tran, Anh T Huynh, Van-Dung Hoang, Hien D Nguyen, VehiDE Dataset: New dataset for Automatic vehicle damage detection in Car insurance, 15th International Conference on Knowledge and Systems Engineering (KSE), IEEE Press, pp. 1-6, 2023

23. Xuan-Khoa Thai-Hoang, Van-Dung Hoang, Enhancing Brain Tumor Classification Through Customization of the Vision Transformer Learning, International Workshop on Intelligent Systems (IWIS), IEEE Press, pp. 1-5, 2023

24. Van-Dung Hoang, Xuan-Thuy Vo, Khac-Anh Phu, Kang-Hyun Jo , Fusion of Segmentation and Classification for Improving Skin Disease Diagnosis, International Conference on Green Technology and Sustainable Development, Lecture Notes in Networks and Systems-Springer, vol. 567, pp 144–154, 2022

25. Thi-Anh-Loan Trinh,The-Anh Pham , Van-Dung Hoang, Layout-invariant license plate detection and recognition, International Conference on Multimedia Analysis and Pattern Recognition (MAPR), IEEE, pp. 1-6, 2022

26. Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo, Rethinking Mobile Inverted Bottleneck Convolution for EfficientNet, International Conference on Green Technology and Sustainable Development (GTSD2022), Springer, vol. 567, pp.35-445, 2022

27. Anh T. Huynh, Van-Dung Hoang, Sang Vu, Trong T. Le, Hien D. Nguyen, Skin cancer classification using different backbones of convolutional neural networks, International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE2022), Springer, vol. 13343, pp.160-172, 2022

28. Xuan-Thuy Vo, Van-Dung Hoang, Duy-Linh Nguyen, Kang-Hyun Jo, Pedestrian head detection and tracking via global vision transformer, International Workshop on Frontiers of Computer Vision (FCV2022), Springer, vol. 1578, pp. 155-167, 2022

29. MT Nguyen, AT Nguyen, Van-Dung Hoang, DD Lam, A feature extraction method for automatic identification of flying targets from radar data, 24th International Conference on Advanced Communication Technology (ICACT), IEEE, pp. 360-364, 2022

30. Tri-Cong Pham, Chi-Mai Luong, Van-Dung Hoang, Antoine Doucet, AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function, Scientific Reports, Nature Publishing, vol. 11 (1), pp. 17485, 2021

31. Tri-Cong Pham, Antonie Doucet, Van-Dung Hoang, Quang-Hoa Nguyen, Trong-Bach Phan, Cong-Thanh Tran, Tran-Tien Bui, Chi-Mai Luong, Van-Giang Bui, Evaluating the deep convolutional neural network for thyroid nodule detection on Vietnamese ultrasound dataset, Advances in Intelligent Information Hiding and Multimedia Signal Processing (FITAT2020), Springer, vol. 212, pp.358-366, 2021

32. Van-Dung Hoang, Rice Leaf Diseases Recognition Based on Deep Learning and Hyperparameters Customization, 27th International Workshop on Frontiers of Computer Vision ( IW-FCV 2021), Springer, vol. 1405, pp. 189-200, 2021

33. Tri-Cong Pham, Antoine Doucet, Tran-Tien Bui, Minh-Sao-Khue Luu, Duy-Anh Mai, Chi-Mai Luong, Van-Dung Hoang, A New Feature Selection and Classification Approach for Optimizing Breast Cancer Subtyping Based on Gene Expression, Advances in Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP 2020), Springer, vol. 212, pp.298-307, 2021

34. Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo, Realtime multi-person pose estimation with rcnn and depthwise separable convolution, International Conference on Computing and Communication Technologies (RIVF), IEEE, pp. 1-5, 2020

35. Van-Dung Hoang, Van-Thanh Hoang , Kang-Hyun Jo, Hybrid deep learning and data augmentation for disease candidate extraction, 26th International Workshop on Frontiers of Computer Vision (IW-FCV 2020), Springer, vol. 1212, pp.274-286, 2020

36. Van-Dung Hoang, Diem-Phuc Tran, Nguyen Gia Nhu, The-Anh Pham, Van-Huy Pham, Deep feature extraction for panoramic image stitching, 12th Asian Conference on intelligent Information and Database Systems (ACIIDS 2020), Springer, LNAI, vol. 12034, pp. 141-151, 2020

37. Van-Dung Hoang, Cong-Hieu Le, The-Anh Pham, Human Identification Based on Shallow Learning Using Facial Features, Asian Conference on Intelligent Information and Database Systems (ACIIDS 2019), Springer, vol. 830, pp. 231-239, 2020

38. Diem-Phuc Tran, Van-Dung Hoang, Vehicle categorical recognition for traffic monitoring in intelligent transportation systems, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, LNCS, vol. 11432, pp. 670-679, 2019

39. Tri-Cong Pham, Giang Son Tran, Thi Phuong Nghiem, Antoine Doucet, Chi Mai Luong, Van-Dung Hoang, A comparative study for classification of skin cancer, nternational Conference on System Science and Engineering (ICSSE), IEEE, pp. 267-272, 2019

40. Tien-Thanh Nguyen, Van-Dung Hoang, Truc-Thanh Tran, A wireless physical layer security method based on binary Exclusive-Or jamming message and CSI alignment, International Conference on System Science and Engineering (ICSSE), IEEE, pp. 291-296, 2019

41. Hoang-Thanh Vo, Van-Dung Hoang, Hybrid discriminative models for banknote recognition and anti-counterfeit, NAFOSTED conference on information and computer science (NICS), IEEE, pp. 394-399, 2018

42. Van-Dung Hoang, My-Ha Le, Truc Thanh Tran, Van-Huy Pham, Improving traffic signs recognition based region proposal and deep neural networks, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, vol. 10752, pp. 604-613, 2018

43. Diem-Phuc Tran, Nguyen Gia Nhu, Van-Dung Hoang, Pedestrian action prediction based on deep features extraction of human posture and traffic scene, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 10752, pp. 563-572, 2018

44. Tri-Cong Pham, Chi-Mai Luong, Muriel Visani, Van-Dung Hoang, Deep CNN and data augmentation for skin lesion classification, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 10752, pp. 573-582, 2018

45. Van-Dung Hoang, Duong-Hung Hoang, Cong-Le Hieu, Action recognition based on sequential 2D-CNN for surveillance systems, 44th Annual Conference of the IEEE Industrial Electronics Society (IECON), IEEE, pp. 3225-3230, 2018

46. Van-Dung Hoang, Van-Dat Dang, Tien-Thanh Nguyen, Diem-Phuc Tran, A solution based on combination of RFID tags and facial recognition for monitoring systems, NAFOSTED Conference on Information and Computer Science (NICS), IEEE, pp. 384-387, 2018

47. Van-Huy Pham, My-Ha Le,, Van-Dung Hoang, Boosting Discriminative Models for Activity Detection Using Local Feature Descriptors, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 10191, pp. 609-618, 2017

48. Truc Thanh Tran, Duy HN Nguyen, Sinh VB Nguyen, Van-Dung Hoang, A method to approximate the transmission rate of phase signal with amplitude uncertainty, International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom), IEEE, PP. 240-245, 2017

49. Van-Thanh Hoang, Van-Dung Hoang, Kang-Hyun Jo, An improved method for 3d shape estimation using cascade of neural networks, International Conference on Industrial Informatics (INDIN), IEEE, vol. 285-289, 2017

50. Van-Dung Hoang, Kang-Hyun Jo, Accelerative Object Classification Using Cascade Structure for Vision Based Security Monitoring Systems, Asian Conference Intelligent on Information and Database Systems (ACIIDS2016), LNAI, Springer, vol. 9621, pp. 790–800, 2016

51. Wahyono, Van-Dung Hoang, Kang-Hyun Jo, Multiscale car detection using oriented gradient feature and boosting machine, Asian Conference on Intelligent Information and Database Systems (ACIIDS2016), LNAI, Springer, vol. 9621, pp.731-740, 2016

52. My-Ha Le, Van-Dung Hoang, Van-Thuyen Ngo, Electrical colored wires inspection algorithm for automatic connector producing machines, International Conference on System Science and Engineering (ICSSE), IEEE, pp. 1-4, 2016

53. Van-Dung Hoang, Danilo Caceres Hernandez, Alexander Filonenko, Kang-Hyun Jo, Path Planning for Unmanned Vehicle Motion Based on Road Detection Using Online Road Map and Satellite Image, Asian Conference on Computer Vision (ACCV2014), LNCS-Springer, vol. 9009, pp. 433-447, 2015

54. Alexander Filonenko, Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo, Smoke Detection for Autonomous Vehicles using Laser Range Finder and Camera, 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE2015), vol. 9101, pp. 601-610, 2015

55. Laksono Kurnianggoro, Van-Dung Hoang, Kang-Hyun Jo, Calibration of rotating 2d laser range finder using circular path on plane constraints, International Conference on Computational Collective Intelligence (ICCCI 2014), New Trends in Computational Collective Intelligence, Springer, vol 572, pp 155–163, 2015

56. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Human detection from omnidirectional camera using feature tracking and motion segmentation, Asian Conference on Intelligent Information and Database Systems (ACIIDS 2015), Lecture Notes in Computer Science, Springer, vol. 9012, pp. 329-338, 2015

57. Van-Dung Hoang, Kang-Hyun Jo, Combined Motion Estimation and Tracking Control for Autonomous Navigation, Asian Conference Intelligent Information and Database Systems (ACIIDS 2015), LNAI-Springer, vol. 9012, pp. 349-358, 2015

58. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Tracking failure detection using time reverse distance error for human tracking, 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE), LNAI- Springer, vol. ,pp. 611–620, 2015

59. Truc Thanh Tran, Dac-Binh Ha, Van-Dung Hoang, Gia Nhu Nguyen, I-Q based cooperative spectrum sharing in system with multiple SU transmitters and common receiver, International Conference on Communications, Management and Telecommunications (ComManTel2015), IEEE, pp. 18-23, 2015

60. Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo, Simple and efficient method for calibration of a camera and 2D laser rangefinder, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 8397, pp. 561-570, 2014

61. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Human detection from mobile omnidirectional camera using ego-motion compensated, Asian Conference on Intelligent Information and Database Systems, LNCS, Springer, vol. 8397, pp. 553-560, 2014

62. Van-Dung Hoang, Danilo Caceres Hernandez, Kang-Hyun Jo, Partially obscured human detection based on component detectors using multiple feature descriptors, International Conference on Intelligent Computing Theory (ICIC), LNCS, Springer, vol. 8588, pp. 338-344, 2014

63. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Motion segmentation using optical flow for pedestrian detection from moving vehicle, International Conference on Computational Collective Intelligence: Technologies and Applications: , (ICCCI), LNCS, Springer, vol. 8733, pp. 204-213, 2014

64. Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo, Methods for vanishing point estimation by intersection of curves from omnidirectional image, Asian Conference on Intelligent Information and Database Systems (ACIIDS), LNCS, Springer, vol. 8397, pp. 543-552, 2014

65. Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo, Fuzzy logic guidance control systems for autonomous navigation based on omnidirectional sensing, International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, (IEA/AIE), LNCS, Springer, vol. 8481, pp. 420-429, 2014

66. Van-Dung Hoang, Kang-Hyun Jo , Optimal Partial Rotation Error for Vehicle Motion Estimation Based on Omnidirectional Camera, International Conference on Computational Collective Intelligence: Technologies and Applications (ICCCI), LNCS, Springer, vol. 8733, pp. 292-301, 2014

67. Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo, Vision-based heading angle estimation for an autonomous mobile robots navigation, 23rd International Symposium on Industrial Electronics (ISIE), IEEE, vol. 1967-1972, 2014

68. Van-Dung Hoang, Danilo Cáceres Hernández, Han-Sung Park, Kang-Hyun Jo, Closed-form solution to 3D points for estimating extrinsic parameters of camera and laser sensor, 23rd International Symposium on Industrial Electronics (ISIE), IEEE, pp. 1932-1937, 2014

69. Van-Dung Hoang, Danilo Cáceres Hernández, Joko Hariyono, Kang-Hyun Jo, Global path planning for unmanned ground vehicle based on road map images, International Conference on Human System Interactions (HSI), IEEE, pp. 82-87, 2014

70. Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo, Laser based obstacle avoidance strategy for autonomous robot navigation using DBSCAN for versatile distance, International Conference on Human System Interactions (HSI), IEEE, pp. 112-117, 2014

71. Van-Dung Hoang, Danilo Cáceres Hernández, Dongwook Seo, Kang-Hyun Jo, Optimal angular back-projection error for vehicle motion estimation using omnidirectional vision, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, IEEE, 658-663, 201

72. Joko Hariyono, Van-Dung Hoang, Kang-Hyun Jo, Location classification of detected pedestrian, International Conference on Control, Automation and Systems (ICCAS), IEEE, pp. 599-602, 2014

73. Alexander Filonenko, Van-Dung Hoang, Kang-Hyun Jo, Smoke detection on roads for autonomous vehicles, Annual Conference of the IEEE Industrial Electronics Society (IECON), IEEE, pp. 4063-4066, 2014

74. Danilo Cáceres Hernández, Van-Dung Hoang, Alexander Filonenko, Kang-Hyun Jo, Local path planning strategy: a practical implementation for versatile distance, Annual Conference of the IEEE Industrial Electronics Society (IECON), IEEE, pp. 4028-4033, 2014

75. Van-Dung Hoang, Dongwook Seo, Laksono Kurnianggoro, Kang-Hyun Jo, Path planning and global trajectory tracking control assistance to autonomous vehicle, International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), IEEE, pp. 646-650, 2014

76. Van-Dung Hoang, Laksono Kurnianggoro, Kang-Hyun Jo, Scalable histogram of oriented gradients for multi-size car detection, France-Japan/Europe-Asia Congress on Mecatronics (MECATRONICS), IEEE, pp. 228-231, 2014

77. Van-Dung Hoang, My-Ha Le, Danilo Caceres Hernandez, Kang-Hyun Jo, Error reduction for large rotational motion estimation of autonomous vehicle, France-Japan/Europe-Asia Congress on Mecatronics (MECATRONICS), IEEE, pp. 224-227, 2014

78. Danilo Caceres Hernandez, Van-Dung Hoang, Kang-Hyun Jo, Lane surface identification based on reflectance using laser range finder, International Symposium on System Integration (SICE), IEEE, pp. 621-625, 2014

79. Van-Dung Hoang, Danilo Cáceres Hernández, Kang-Hyun Jo, Combining edge and one-point ransac algorithm to estimate visual odometry, 9th International Conference on Intelligent Computing Theories (ICIC), LNCS, Springer, vol. 7995, pp. 556-565, 2013

80. Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo, Vanishing point based image segmentation and clustering for omnidirectional image, International Conference Intelligent Computing Theories and Technology (ICIC), LNCS, Springer, vol. 7996, pp. 541-550, 2013

81. Van-Dung Hoang, My-Ha Le, Kang-Hyun Jo, Planar motion estimation using omnidirectional camera and laser rangefinder, International Conference on Human System Interactions (HSI), IEEE, pp. 632-636, 2013

82. Danilo Caceres Hernandez, Van-Dung Hoang, Kang-Hyun Jo, Iterative vanishing point estimation based on DBSCAN for omnidirectional image, International Conference on Human System Interactions (HSI), IEEE, pp. 651-655, 2013

83. Van-Dung Hoang, Danilo Cáceres Hernández, My-Ha Le, Kang-Hyun Jo, 3D motion estimation based on pitch and azimuth from respective camera and laser rangefinder sensing, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE, vol. 735-740, 2013

84. Van-Dung Hoang, My-Ha Le, Danilo Cáceres Hernández, Kang-Hyun Jo, Localization estimation based on Extended Kalman filter using multiple sensors, Annual Conference of the IEEE Industrial Electronics Society (IECON), IEEE, pp. 5498-5503, 2013

85. Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo, Fast human detection based on parallelogram haar-like features, 38th Annual Conference on IEEE Industrial Electronics Society (IECON2012), IEEE, pp. 4220-4225, 2012

86. Ming Qing, Van-Dung Hoang, Kang-Hyun Jo, Localization and tracking of same color vehicle under occlusion problem, Europe-Asia Congress on Mechatronics (MECATRONICS), IEEE, pp. 245-250, 2012

87. Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo, Pedestrian detection approach based on modified Haar-like features and AdaBoost, 12th International Conference on Control, Automation and Systems, IEEE, 614-618, 2012

88. My-Ha Le, Van-Dung Hoang, Andrey Vavilin, Kang-Hyun Jo, Vehicle localization using omnidirectional camera with GPS supporting in wide urban area, Asian Conference on Computer Vision (ACCV 2012)- Workshops, Springer, vol. 7728, pp. 230–241 , 2012

Domestic Journal

1. Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le, Applying Deep Learning Models for Weapon Detection in Public Environments Through Surveillance Cameras, Journal on Information Technologies & Communications, vol. 2025(1), pp.9-18 (Accepted), 2025

2. Hai-Duong Le, Van-Dung Hoang, Enhancing Accuracy in Classification Models for Skin Disease Diagnosis Based on Segformer and ConvNeXt Approach, Journal of Technical Education Science (HCMUTE), 2025 (PDF)

3. Anh-Tu Phuong Nguyen, Duc-Khai Duong, Van-Dung Hoang, Sentiment Prediction Based on Deep Learning for Intelligent E-Learning Systems, Journal of Technical Education Science (HCMUTE), 2025 (PDF)

4. Van-Dung Hoang, Thi-Dung Vo, OOP with ObjectStore database management systems, International Conference on Science, Technology and Innovation for Sustainable Well-Being (STISWB II), pp. 1-5, 2010

5.  Anh-Tu Nguyen-Phuong , Van-Dung Hoang, Development of Code Evaluation System based on Abstract Syntax Tree, Journal of Technical Education Science, Vol. 19(1), pp. 15-24, 2024

6.  Hoang-Phuoc-Toan Van, Van-Dung Hoang, Insulator Detection in Intelligent Monitoring Based on Yolo Family and Customizing Hyperparameters, Journal of Technical Education Science, vol. 18, pp. 69-77, 2023

7.  Trinh Thi Anh Loan, Pham The Anh, Le Viet Nam , Van-Dung Hoang, An effective deep learning model for recognition of animals and plants, Journal of Computer Science and Cybernetics, vol. 38, no. 1, p. 15–29, 2022

8.  Diem-Phuc Tran, Van-Dung Hoang, Tri-Cong Pham, Chi-Mai Luong, Pedestrian activity prediction based on semantic segmentation and hybrid of machines, Journal of Computer Science and Cybernetics, vol. 34 (2), pp. 113-125, 2018

9.  Kang-Hyun Jo , Van-Dung Hoang, My-Ha Le, Hyun-Deok Kang, Local descriptors based random forests for human detection, Science and Technology Development Journal, VNUHCM Press, vol. 18 (K6), pp. 199-209, 2015

10. Van-Dung Hoang, Duc-Thi Vu, The application of data clustering technique in the result classification data searching, Kỷ yếu hội thảo Quốc gia: Một số vấn đề chọn lọc của CNTT&TT (@2007), Đại Lải, NXB Khoa học tự nhiên và Công nghệ, trang 32-39., 2008

Books & Book chapters

1. Van-Dung Hoang, Kang-Hyun Jo, Advanced Sensors and Vision Systems, Mechatronics and Robotics, 1st Edition Book , CRC Press, pp.235-254, 2020

2. Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo, Vanishing Point Estimation in Urban Roads for Omnidirectional Image, Advances in Intelligent Systems and Computing (Human-Computer Systems Interaction: Backgrounds and Applications), Springer, vol. 300, pp. 313–323, 2014