Thông tin giảng viên
Nội dung đang cập nhật...
A. Quá trình đào tạo
B. Chứng chỉ ngắn hạn
C. Công tác
D. Đề tài Nghiên cứu khoa học
1. Thiết kế, chế tạo thiết bị thăm dò, kiểm tra đường ống có đường kính 300mm. Đề tài cấp trường, (01/2019-06/2020). Chủ nhiệm
E. Công trình tiêu biểu
1. Adaptive Compression Techniques for Lightweight Object Detection in Edge Devices. Mathematical Modelling of Engineering Problems, ISSN 23690739, Vol. Vol. 11, No. 11, pp. 3071-3081. (2024-11-29)
2. Optimizing feature extraction and fusion for high-resolution defect detection in solar cells. Intelligent Systems with Applications, ISSN 26673053, Vol. Volume 24 , December 2024, pp. 200443. (2024-09-26)
3. A Multi-Task Framework for Car Detection From High-Resolution UAV Imagery Focusing on Road Regions. IEEE Transactions on Intelligent Transportation Systems, ISSN 15249050, Vol. Volume: 25, Issue: 11, pp. 17160 - 17173. (2024-08-05)
4. Combining dual attention mechanism and efficient feature aggregation for road and vehicle segmentation from UAV imagery. Bulletin of Electrical Engineering and Informatics, ISSN 20893191, Vol. Vol. 13, No. 3, 2024, pp. 1779-1787. (2024-06-01)
5. Focus-Attention Approach in Optimizing DETR for Object Detection from High-Resolution Images. Knowledge-Based Systems, ISSN 09507051, Vol. Volume 296, pp. 1-10. (2024-05-13)
6. Towards High Quality PCB Defect Detection Leveraging State-of-the-Art Hybrid Models. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 15, No. 2, 2024, pp. 459-466. (2024-02-29)
7. Hybrid Vision Transformers and CNNs for Enhanced Transmission Line Segmentation in Aerial Images. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 15, No. 1, 2024, pp. 434-442. (2024-01-31)
8. Improving Small Object Detection in Remote Sensing Images Using Extended Feature Pyramid Network. ICIC Express Letters, ISSN 1881-803X, Vol. Vol. 18, No. 2, 2024, pp. 125-134. (2024-01-15)
9. Enhancing Underwater Object Recognition Through the Synergy of Transformer and Feature Enhancement Techniques. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 12, 2023, pp. 477-484. (2023-12-31)
10. Optimizing Crack Detection: The Integration of Coarse and Fine Networks in Image Segmentation. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 11, 2023, pp. 396-403. (2023-11-30)
11. An Examination of Advances in Multistage Object Detection Techniques Utilizing Deep Learning. Mathematical Modelling of Engineering Problems, ISSN 2369-0739, Vol. Vol. 10, No. 5, October, 2023, pp. 1587-1610. (2023-10-27)
12. Deep Neural Network-based Detection of Road Traffic Objects from Drone-Captured Imagery Focusing on Road Regions. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 9, 2023, pp. 307-314. (2023-09-30)
13. Deep Feature Fusion Network for Lane Line Segmentation in Urban Traffic Scenes. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 6, 2023, pp. 430-435. (2023-07-01)
14. Anchor-free Proposal Generation Network for Efficient Object Detection. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 4, 2023, pp. 327-335. (2023-05-01)
15. A High-Performance Approach for Irregular License Plate Recognition in Unconstrained Scenarios. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 3, 2023, pp. 339-346. (2023-03-31)
16. An Efficient License Plate Detection Approach Using Lightweight Deep Convolutional Neural Networks. Advances in Multimedia, ISSN 1687-5680, Vol. 2022. (2022-08-19)
17. Multiscale Feature Learning Based on Enhanced Feature Pyramid for Vehicle Detection. Complexity, ISSN 1076-2787 (ISI). (2021-01-01)
18. Fast Traffic Sign Detection Approach Based on Lightweight Network and Multilayer Proposal Network. Journal of Sensors, ISSN 1687-725X (ISI). (2020-01-01)
19. Predicted Anchor Region Proposal with Balanced Feature Pyramid for License Plate Detection in Traffic Scene Images. Complexity, ISSN 1076-2787 (ISI). (2020-01-01)
20. Improving Faster R-CNN Framework for Fast Vehicle Detection. Mathematical Problems in Engineering, ISSN 1024-123X (ISI). (2019-01-01)
21. REAL-TIME LICENSE PLATE DETECTION BASED ON VEHICLE REGION AND TEXT DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
22. OBJECT DETECTION IN HIGH-RESOLUTION AERIAL IMAGES BASED ON IMAGE PYRAMID AND PATCH DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
23. A MULTI-SCALE DEEP LEARNING NETWORK FOR VEHICLE DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
24. ENHANCED VEHICLE DETECTION APPROACH USING DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
25. AN EFFICIENT DEEP LEARNING FRAMEWORK FOR PEDESTRIAN DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
26. IMPROVING TRAFFIC SIGN DETECTION WITH DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
27. A FUZZY-BASED SMOKE DETECTION ON EMBEDDED SYSTEM. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
28. LICENSE PLATE DETECTION AND REFINEMENT BASED ON DEEP CONVOLUTIONAL NEURAL NETWORK. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
29. EFFICIENT APPROACH FOR VEHICLE COUNTING BASED ON DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
F. Tổ chức khoa học tham gia
Nội dung đang cập nhật...
G. Thông tin khác
| 2010 | Đại học , Đại học Bách Khoa Thành phố Hồ Chí Minh |
| 2015 | Thạc sĩ , Đại học Bách Khoa Thành phố Hồ Chí Minh |
| 2018 | Bồi dưỡng nghiệp vụ sư phạm, Đại học sư phạm Hà Nội |
| 2015 | TOEIC 740, Trung tâm IIG Việt Nam |
| 09/2010-12/2015 | Giảng viên, Khoa Điện-Điện Lạnh. Trường Cao đẳng Kỹ thuật Cao Thắng |
| 01/2016-Hiện tại | Giảng viên, Khoa Công nghệ Điện. Trường Đại Học Công Nghiệp Thành Phố Hồ Chí Minh |
1. Thiết kế, chế tạo thiết bị thăm dò, kiểm tra đường ống có đường kính 300mm. Đề tài cấp trường, (01/2019-06/2020). Chủ nhiệm
E. Công trình tiêu biểu
1. Adaptive Compression Techniques for Lightweight Object Detection in Edge Devices. Mathematical Modelling of Engineering Problems, ISSN 23690739, Vol. Vol. 11, No. 11, pp. 3071-3081. (2024-11-29)
2. Optimizing feature extraction and fusion for high-resolution defect detection in solar cells. Intelligent Systems with Applications, ISSN 26673053, Vol. Volume 24 , December 2024, pp. 200443. (2024-09-26)
3. A Multi-Task Framework for Car Detection From High-Resolution UAV Imagery Focusing on Road Regions. IEEE Transactions on Intelligent Transportation Systems, ISSN 15249050, Vol. Volume: 25, Issue: 11, pp. 17160 - 17173. (2024-08-05)
4. Combining dual attention mechanism and efficient feature aggregation for road and vehicle segmentation from UAV imagery. Bulletin of Electrical Engineering and Informatics, ISSN 20893191, Vol. Vol. 13, No. 3, 2024, pp. 1779-1787. (2024-06-01)
5. Focus-Attention Approach in Optimizing DETR for Object Detection from High-Resolution Images. Knowledge-Based Systems, ISSN 09507051, Vol. Volume 296, pp. 1-10. (2024-05-13)
6. Towards High Quality PCB Defect Detection Leveraging State-of-the-Art Hybrid Models. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 15, No. 2, 2024, pp. 459-466. (2024-02-29)
7. Hybrid Vision Transformers and CNNs for Enhanced Transmission Line Segmentation in Aerial Images. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 15, No. 1, 2024, pp. 434-442. (2024-01-31)
8. Improving Small Object Detection in Remote Sensing Images Using Extended Feature Pyramid Network. ICIC Express Letters, ISSN 1881-803X, Vol. Vol. 18, No. 2, 2024, pp. 125-134. (2024-01-15)
9. Enhancing Underwater Object Recognition Through the Synergy of Transformer and Feature Enhancement Techniques. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 12, 2023, pp. 477-484. (2023-12-31)
10. Optimizing Crack Detection: The Integration of Coarse and Fine Networks in Image Segmentation. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 11, 2023, pp. 396-403. (2023-11-30)
11. An Examination of Advances in Multistage Object Detection Techniques Utilizing Deep Learning. Mathematical Modelling of Engineering Problems, ISSN 2369-0739, Vol. Vol. 10, No. 5, October, 2023, pp. 1587-1610. (2023-10-27)
12. Deep Neural Network-based Detection of Road Traffic Objects from Drone-Captured Imagery Focusing on Road Regions. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 9, 2023, pp. 307-314. (2023-09-30)
13. Deep Feature Fusion Network for Lane Line Segmentation in Urban Traffic Scenes. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 6, 2023, pp. 430-435. (2023-07-01)
14. Anchor-free Proposal Generation Network for Efficient Object Detection. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 4, 2023, pp. 327-335. (2023-05-01)
15. A High-Performance Approach for Irregular License Plate Recognition in Unconstrained Scenarios. International Journal of Advanced Computer Science and Applications, ISSN 2158-107X, Vol. Vol. 14, No. 3, 2023, pp. 339-346. (2023-03-31)
16. An Efficient License Plate Detection Approach Using Lightweight Deep Convolutional Neural Networks. Advances in Multimedia, ISSN 1687-5680, Vol. 2022. (2022-08-19)
17. Multiscale Feature Learning Based on Enhanced Feature Pyramid for Vehicle Detection. Complexity, ISSN 1076-2787 (ISI). (2021-01-01)
18. Fast Traffic Sign Detection Approach Based on Lightweight Network and Multilayer Proposal Network. Journal of Sensors, ISSN 1687-725X (ISI). (2020-01-01)
19. Predicted Anchor Region Proposal with Balanced Feature Pyramid for License Plate Detection in Traffic Scene Images. Complexity, ISSN 1076-2787 (ISI). (2020-01-01)
20. Improving Faster R-CNN Framework for Fast Vehicle Detection. Mathematical Problems in Engineering, ISSN 1024-123X (ISI). (2019-01-01)
21. REAL-TIME LICENSE PLATE DETECTION BASED ON VEHICLE REGION AND TEXT DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
22. OBJECT DETECTION IN HIGH-RESOLUTION AERIAL IMAGES BASED ON IMAGE PYRAMID AND PATCH DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
23. A MULTI-SCALE DEEP LEARNING NETWORK FOR VEHICLE DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
24. ENHANCED VEHICLE DETECTION APPROACH USING DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
25. AN EFFICIENT DEEP LEARNING FRAMEWORK FOR PEDESTRIAN DETECTION. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
26. IMPROVING TRAFFIC SIGN DETECTION WITH DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
27. A FUZZY-BASED SMOKE DETECTION ON EMBEDDED SYSTEM. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
28. LICENSE PLATE DETECTION AND REFINEMENT BASED ON DEEP CONVOLUTIONAL NEURAL NETWORK. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
29. EFFICIENT APPROACH FOR VEHICLE COUNTING BASED ON DEEP CONVOLUTIONAL NEURAL NETWORKS. Journal of Theoretical and Applied Information Technology, ISSN 19928645 (SCOPUS). (2019-01-01)
F. Tổ chức khoa học tham gia
Nội dung đang cập nhật...
G. Thông tin khác
Nội dung đang cập nhật...
Đơn vị liên kết
