Faculty of Information Technology
| Position | Head of the Department of Computer Vision and Intelligent Cybernetics |
| Citation name | Ngoc Quoc Ly, Ngoc Q. Ly, Ly Quoc Ngoc, Ngoc Ly, Quoc Ngoc Ly |
| Field of Professional | Computer science Narrow specialties: Artificial intelligence, Machine learning, Computer vision, Digital image and video processing, Computer graphics, Statistical analysis of multivariate data. |
| Year of appointment title of Associate Professor | 2015 |
| Style of citation | IEEE Style |
| Academic background | In 1987 University of Ho Chi Minh City BSc of Mechanical Mathematics In 1996 University of Ho Chi Minh City MSc of Computer Science In 2009 VNUHCM-University of Science DSc of Computer Science |
| Name Languages | ASSOC.PROF. L脻 QU峄怌 NG峄孋 lqngoc@fit.hcmus.edu.vn Vietnamese, English, French |
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PUBLICATION
[1] Ngoc Q. Ly, Tuong K. Do, Binh X. Nguyen, “Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning”, Computational Intelligence and Neuroscience, vol. 2019, Article ID 1483294, 40 pages, 2019.
https://doi.org/10.1155/2019/1483294, SCIE, Q1, IF: 3.1
[2] Ngoc Q. Ly, Hieu N. M. Cao and Thi T. Nguyen, 鈥淧erson Re-Identification System at Semantic Level based on Pedestrian Attributes Ontology鈥 International Journal of Advanced Computer Science and Applications(IJACSA), 11(2), 2020, pp. 504-513.
http://dx.doi.org/10.14569/IJACSA.2020.0110264, ESCI-Scopus, Q3, IF: 1.162
[3] Ngoc Q. Ly, Tan T. Nguyen, Tai C. Vong and Cuong V. Than, 鈥淭he New High-Performance Face Tracking System based on Detection-Tracking and Tracklet-Tracklet Association in Semi-Online Mode鈥 International Journal of Advanced Computer Science and Applications(IJACSA), 11(3), 2020, pp. 17-28
http://dx.doi.org/10.14569/IJACSA.2020.0110303, ESCI-Scopus, Q3, IF: 1.162
[4] Ly Quoc Ngoc, Nguyen Thanh Tin and Le Bao Tuan, 鈥淎 New Framework of Moving Object Tracking based on Object Detection-Tracking with Removal of Moving Features鈥 International Journal of Advanced Computer Science and Applications(IJACSA), 11(4), 2020, pp. 36-46.
http://dx.doi.org/10.14569/IJACSA.2020.0110406, ESCI-Scopus, Q3, IF: 1.162
[5] Ly Quoc Ngoc, Vo Hoai Viet, Tran Thai Son and Pham Minh Hoang, 鈥淎 Robust Approach for Action Recognition Based on Spatio-Temporal Features in RGB-D Sequences鈥 International Journal of Advanced Computer Science and Applications(IJACSA), 7(5), 2016, , pp.166-177.
http://dx.doi.org/10.14569/IJACSA.2016.070526, ESCI-Scopus, Q3, IF: 1.162
[6] Vo Hoai Viet, Tran Thai Son and Ly Quoc Ngoc, 鈥淗ybrid Deep Network and Polar Transformation Features for Static Hand Gesture Recognition in Depth Data鈥 International Journal of Advanced Computer Science and Applications(IJACSA), 7(5), 2016, pp.255-263.
http://dx.doi.org/10.14569/IJACSA.2016.070536, ESCI-Scopus, Q3, IF: 1.162
[1] Quoc Ngoc Ly, Anh Duc Duong. Hierarchical Data Model based on Content-based Image Retrieval. International Journal of Information Technology, tr. 1-10, S峄 12(5), Singapore Computer Society, 2006.
[2] Nguyen Lam, Ly Quoc Ngoc, Duong Anh Duc. K岷縯 h峄 膽岷穋 tr瓢ng th峄 gi谩c v脿 ng峄 ngh末a trong truy v岷 video. T岷 ch铆 Tin h峄峜 v脿 膽i峄乽 khi峄僴 h峄峜, 23(1), tr.聽 27-38, 2007.
[3] Nguyen Lam, Ly Quoc Ngoc. Ph芒n t铆ch t峄 膽峄檔g d峄 li峄噓 video s峄 d峄盿 tr锚n m么 h矛nh ph芒n c岷 d峄 li峄噓. T岷 ch铆 Tin h峄峜 v脿 膽i峄乽 khi峄僴 h峄峜, 21(1), tr.聽 38-46, 2005.
[4] Nguyen Lam, Ly Quoc Ngoc, Duong Anh Duc. Truy v岷 岷h d峄盿 v脿o ph瓢啤ng ph谩p 膽谩nh v岷 岷h. T岷 ch铆 Ph谩t Tri峄僴 Khoa h峄峜 v脿 C么ng Ngh峄 膼岷 h峄峜 Qu峄慶 Gia Tp.HCM, 8(7), tr.聽 25-34, 2005.
[5] Nguyen Lam, Ly Quoc Ngoc. Ph芒n t铆ch t峄 膽峄檔g d峄 li峄噓 video s峄 h峄 tr峄 truy t矛m th么ng tin th峄 gi谩c d峄盿 v脿o n峄檌 dung. T岷 ch铆 Ph谩t Tri峄僴 Khoa h峄峜 v脿 C么ng Ngh峄 膼岷 h峄峜 Qu峄慶 Gia Tp.HCM, 8(4),聽 tr.聽 11-20, 2005.
[6] Le Dinh Minh Duc, Nguyen Trung Dung, Ly Quoc Ngoc. Facial Expressions Recognition based on Joint Shape-Texture cues in video. Journal of Science, special issue: Natural Sciences and Technology, The Fifth Workshop E-learning Architecture and Technology, HCM City University of Education, December,2013, pp.111-125
[7] Trang Phung, Ngoc Q.Ly, An overview of facial attribute learning, HCMc University of Education Journal of Science, Vol. 18, No. 3 (2021), pp. 572-591.
As the leader of the projects
1. T锚n 膽峄 t脿i: X芒y d峄眓g h峄 th峄憂g th么ng minh ph谩t hi峄噉 l峄梚 sai trong thi岷縯 k岷 trang web v脿 h峄 tr峄 hi峄噓 ch峄塶h t峄 膽峄檔g
C岷 nghi锚n c峄﹗: h峄 t谩c gi峄痑 Tr瓢峄漬g 膼岷 h峄峜 Khoa h峄峜 t峄 nhi锚n HCM v脿 c么ng ty KMS
N膬m th峄眂 hi峄噉: 2021 – 2022
2. T锚n 膽峄 t脿i: D峄媍h v峄 th么ng minh h峄 tr峄 gi谩m s谩t, th峄憂g k锚 ho岷 膽峄檔g c峄 ng瓢峄漣 d峄盿 tr锚n th么ng tin th峄 gi谩c
C岷 nghi锚n c峄﹗: C岷 膼HQG lo岷 B
N膬m th峄眂 hi峄噉: 2018 -2020
3. T锚n 膽峄 t脿i: Nh岷璶 d岷g h脿nh vi b岷 th瓢峄漬g d峄盿 v脿o khung x瓢啤ng
C岷 nghi锚n c峄﹗: h峄 t谩c gi峄痑 Tr瓢峄漬g 膼岷 h峄峜 Khoa h峄峜 t峄 nhi锚n HCM v脿 c么ng ty H脿n Qu峄慶 SNA
N膬m th峄眂 hi峄噉: 2019 – 2020
4. T锚n 膽峄 t脿i: Khai th谩c d峄 li峄噓 岷h d峄盿 v脿o t谩i t岷 th峄眂 th峄 ba chi峄乽
C岷 nghi锚n c峄﹗: C岷 膼HQG lo岷 B
N膬m th峄眂 hi峄噉: 2014 -2016
5. T锚n 膽峄 t脿i: T谩i t岷 m岷穞 ng瓢峄漣 ba chi峄乽 h峄 tr峄 nh岷璶 d岷g t峄檌 ph岷
C岷 nghi锚n c峄﹗: h峄 t谩c gi峄痑 nh贸m nghi锚n c峄﹗ c峄 b峄 m么n Th峄 gi谩c m谩y t铆nh v脿 膼i峄乽 khi峄僴 h峄峜 th么ng minh v峄沬 c么ng ty Vigilant Video.
N膬m th峄眂 hi峄噉: 2014 – 2015
6. T锚n 膽峄 t脿i: Nh岷璶 d岷g ch峄 s峄 tr锚n c么ng t啤 膽i峄噉
C岷 nghi锚n c峄﹗: h峄 t谩c gi峄痑 nh贸m nghi锚n c峄﹗ c峄 b峄 m么n Th峄 gi谩c m谩y t铆nh v脿 膼i峄乽 khi峄僴 h峄峜 th么ng minh v峄沬 T峄搉g c么ng ty 膽i峄噉 l峄眂 mi峄乶 Nam.
N膬m th峄眂 hi峄噉: 2013 – 2014
7. T锚n 膽峄 t脿i: Nh岷璶 di峄噉 h脿nh 膽峄檔g ng瓢峄漣 v脿 d峄 膽o谩n m岷穞 ng瓢峄漣, c岷 x煤c theo th峄漣 gian
C岷 nghi锚n c峄﹗: C岷 膼HQG lo岷 C
N膬m th峄眂 hi峄噉: 2012 -2013
8. T锚n 膽峄 t脿i: Nghi锚n c峄﹗, x芒y d峄眓g m峄檛 s峄 h峄 th峄憂g khai th谩c th么ng tin 膽a ph瓢啤ng ti峄噉 c贸 h峄 tr峄 ti岷縩g Vi峄噒
Ch峄 nhi峄噈 膽峄 t脿i nh谩nh: Truy v岷 video th峄 thao d峄盿 v脿o m么 h矛nh 膽a ph瓢啤ng th峄ヽ
C岷 nghi锚n c峄﹗: C岷 nh脿 n瓢峄沜 (KC.01.16/06-10)
N膬m th峄眂 hi峄噉: 2009 -2010
As a member of the projects
T锚n 膽峄 t脿i: Nghi锚n c峄﹗, x芒y d峄眓g m峄檛 s峄 h峄 th峄憂g khai th谩c th么ng tin 膽a ph瓢啤ng ti峄噉 c贸 h峄 tr峄 ti岷縩g Vi峄噒
Ch峄 nhi峄噈 膽峄 t脿i nh谩nh: Truy v岷 video th峄 thao d峄盿 v脿o m么 h矛nh 膽a ph瓢啤ng th峄ヽ
C岷 nghi锚n c峄﹗: C岷 nh脿 n瓢峄沜 (KC.01.16/06-10)
N膬m th峄眂 hi峄噉: 2009 -2010
[1] T. L. -P. Huynh and N. Q. Ly, Image Retrieval with Text Feedback based on Transformer Deep Model, 2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 2021, pp. 182-187.
[2] Trang Phung, Ngoc Q. Ly, Deep Feature Learning Network for Vehicle Retrieval, ICMLSC (The 5th International Conference on Machine learning and Soft Computing, Sanya, China, 2021.
[3] Phuc Thinh Do, Ngoc Quoc Ly. A New High Performance Approach for Crowd Counting Using Human filter. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam.
[4] Thien Thai, Ngoc Quoc Ly. Lightweight Solution to Background Noise in Crowd Counting. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam.
[5] Minh Q Tran, Ngoc Quoc Ly. Mobile Robot Planner with Low-Cost Camera Using Deep Reinforcement Learning. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam.
[6] Luan T Tran, Ngoc Quoc Ly. Online Video Stabilization Based on Converting Deep Dense Optical Flow to Motion Mesh. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam.
[7] Huy Quoc Vo, Tien Hao Phung, Ngoc Quoc Ly. VQASTO: Visual Question Answering System for Action Surveillance Based on Task Ontology. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam.
[8] Vinh Loi Ly, Tuan Doan, Ngoc Quoc Ly. Transformer-based model for Vietnamese Hand Written Word Image Recognition. The 2020 7th NAFOSTED Conference on Information and Computer Science (NICS), November 26th 鈥 27th, 2020, Ho Chi Minh city, Vietnam (Best paper award).
[9] Ngoc Q. Ly, Tuong KL Do, Binh X Nguyen, “Enhanced Fashion Attribute Learning Framework adapts to Attributes鈥檌nner group Correlations and Imbalanced Data”, In 10th International Conference on Knowledge and Systems Engineering (KSE 2018), HCMc, Vietnam, November 1st-3rd, 2018.
[10] Phuc Thinh Do, Ngoc Quoc Ly, “A New Framework For Crowded Scene Counting Based On Weighted Sum Of Regressors and Human Classifier”, In Ninth International Symposium on Information and Communication Technology聽 (SoICT 2018), Da nang, Vietnam, December 6th-7th, 2018 (In ACM SoICT 2018 Proceedings).
[11] An H. Nguyen, Ngoc Quoc Ly, “New Framework for People Counting from Coarse to Fine Could be robust to View and Illumination”, The 10th Asean Conference on Intelligent Information and Database Systems (ACIIDS 2018), Dong Hoi, Vietnam, March 19th-21st, 2018 (In the Springer LNAI, Indexed by Web of Science).
[12] Hung M. Nguyen, Ngoc Quoc Ly, “Large Scale Face Image Retrieval System at Attribute level based on Facial Attribute Ontology and Deep Neuron Network”, The 10th Asean Conference on Intelligent Information and Database Systems (ACIIDS 2018), Dong Hoi, Vietnam, March 19th-21st, 2018 (In the Springer LNAI, Indexed by Web of Science).
[13] Tam N. Nguyen and Ngoc Q. Ly. Abnormal Activity Detection based on Dense Spatial-Temporal Features and Improved One-Class Learning. In Proceedings of the Eighth International Symposium on Information and Communication Technology (SoICT 2017), December 7th-8th, 2017, Nha trang, Vietnam, pp 370-377. (DOI: https://doi.org/10.1145/3155133.3155147) (In ACM SoICT 2017 Proceedings).
[14] Truong Quang Trung, Ly Quoc Ngoc. Building the Facial Expressions Recognition System based on RGB-D Images in High Performance. The 8th Asian Conference on Intelligent Information and Database systems聽 (ACIIDS 2016), 14-16/03/2016, Da nang, Vietnam, pp.377-387 (In the Springer LNAI, Indexed by Web of Science).
[15] Ly Quoc Ngoc, Vu Cong Tan Tai, Tac Quoc Thanh. Building 3D Object Reconstruction System based on Color-Depth Image Sequences. The 8th Asian Conference on Intelligent Information and Database systems聽 (ACIIDS 2016), 14-16/03/2016, Da nang, Vietnam, pp.323-333 (In the Springer Series Study in Computational Intelligence book (SCI book)).
[16] Ly Quoc Ngoc, Truong Minh Anh. Specific Behavior Recognition based on Behavior Ontology. The 8th Asian Conference on Intelligent Information and Database systems聽 (ACIIDS 2016), 14th-16th, 2016, Da nang, Vietnam, pp.99-109 (In the Springer Series Study in Computational Intelligence book (SCI book)).
[17] Pham Quang Hieu, Ly Quoc Ngoc. Some improvements in the RGB-D SLAM System. The IEEE-RIVF International Conference on Computing and Communication Technologies聽 (RIVF 2015), 25-28/01/2015, Cantho, Vietnam, pp.112-116 (In the IEEE-RIVF 2015 Proceedings).
[18] Le Cong doan, Ly Quoc Ngoc. Building a 3D Face Reconstruction System based on 2D Frontal Facial Image and 3D Morphable Model in High Performance. The IEEE-RIVF International Conference on Computing and Communication Technologies聽 (RIVF 2015), 25-28/01/2015, Cantho, Vietnam, pp.09-12 (In the IEEE-RIVF 2015 Proceedings).
[19] Vo Hoai Viet, Ly Quoc Ngoc, Tran Thai Son. Segment-Based Approach and NBNN-HKM for Activity Recognition in Video.IEEE-RIVF 2015 Addendum Contribution聽 ofThe2015 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF 2015), Can tho, Vietnam, January 25th-28th, 2015, pp. 29-32.
[20] Ly Quoc Ngoc, Vo Hoai Viet, Tran Thai Son, Pham Minh Hoang. Multiple Kernel Learning and Optical Flow for Action Recognition in RGB-D Video. The Seventh International Conference on Knowledge and systems Engineering (KSE 2015), 08-10/10/2015, HCMc, Vietnam, pp.222-227 (In the IEEE-KSE 2015 Proceedings)
[21] Anh Vo, Ngoc Quoc Ly. Facial Expression Recognition using Pyramid Local Phase Quantization Descriptor.聽 Springer Proceedings of聽 The Sixth International Conference of Knowledge and Systems Engineering (KSE 2014), Hanoi, Vietnam, October 9th-11th, 2014, Vol. 326, pp. 105-115.
[22] Vo Hoai Viet, Ly Quoc Ngoc, Tran Thai Son. Human Action Recognition Using 2DPCA-DMM Representation and GA-SVM in Depth Sequences. The Sixth International Conference on Knowledge and systems Engineering (KSE 2014), 09-11/10/2014, Ha noi, Vietnam, pp.447-458 (In the Springer Proceedings).
[23] Pham Thanh Tung, Ly Quoc Ngoc. Elliptical Density Shape Model for Hand Gesture Recognition. The Fifth International Sysmposium on Information and Communication Technology (SoICT 2014), 04-05/12/2014, Ha noi, Vietnam, pp.196-191 (In ACM SoICT 2014 Proceedings).
[24] Tran Duy Quang, Ly Quoc Ngoc. Sparse Spatio-Temporal Representation of Joint Shape-Motion Cues for Human Action Recognition in Depth Sequences. The IEEE-RIVF International Conference on Computing and Communication Technologies聽 (RIVF 2013), 10-13/11/2013, Hanoi, Vietnam, pp.253-258 (In the IEEE-RIVF 2013 Proceedings).
[25] Tran Duy Quang, Ly Quoc Ngoc. an Effective Fusion Scheme of Spatio-Temporal Features for Human Action Recognition in RBG-D Video. The IEEE International Conference on Control Automation and Information Sciences (ICCAIS 2013), 25-28/11/2013, Nhatrang, Vietnam, pp.246-251 (In the IEEE-ICCAIS 2013 Proceedings).
[26] Khoa Dang Dang, Ngoc Quoc Ly, Truong The Nguyen. Some Enhanced Algorithms for Robot Navigation by Omni-directional Cameras. IEEEInternational Conference on Control Automation and Information Sciences (ICCAIS 2012), HCMc, Vietnam, November 26-29, 2012.
[27] Buu Long Au, Quoc Ngoc Ly, Hoang Pham Minh. An Indivisualized System for Face Ageing and Facial Expressions based on 3D Practical Faces Data. IEEEInternational Conference on Control Automation and Information Sciences (ICCAIS 2012), HCMc, Vietnam, November 26-29, 2012.
[28] Tuan Le Viet, Ngoc Ly Quoc. Human Action Recognition on Simple and Complex Background in Video. IEEEInternational Conference on Control Automation and Information Sciences (ICCAIS 2012), HCMc, Vietnam, November 26-29, 2012.
[29] Viet Vo, Ngoc Ly. An Effective Approach for Human Actions Recognition Based on Optical Flow and Edge Features. IEEEInternational Conference on Control Automation and Information Sciences (ICCAIS 2012), HCMc, Vietnam, November 26-29, 2012.
[30] Ho Vu Duong, Quoc Ngoc Ly. A Feature Learning Method for Scene Text Recognition. IEEEInternational Symposium on Signal Processing and Information Technology (ISSPIT 2012), HCMc, Vietnam, November 12-15, 2012.
[31] Thuy Ho, Ngoc Ly. A Scene Text-Based Image Retrieval System. IEEEInternational Symposium on Signal Processing and Information Technology (ISSPIT 2012), HCMc, Vietnam, November 12-15, 2012.
[32] Viet Vo, Ngoc Ly. Robust Human Action Recognition Using Improved BOW and Hybrid Features. IEEEInternational Symposium on Signal Processing and Information Technology (ISSPIT 2012), HCMc, Vietnam, November 12-15, 2012.
[33] Hong Hanh Pham Thi, Quoc Ngoc Ly. Multiple Objects Detection on Street Using Hmax Features and Color Clue. IEEEInternational Symposium on Signal Processing and Information Technology (ISSPIT 2012), HCMc, Vietnam, November 12-15, 2012.
[34] Dinh Trung Thao, Ly Quoc Ngoc. Tracking Horizontal Moving Text in News Video based on Characteristics of Precision and Recall. IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF 2012), HCMC, 水果派AV解说, March 2012.
– Nh脿 gi谩o 瓢u t煤, n膬m 2014
– Ph贸 Gi谩o S瓢, n膬m 2015
– B岷眓g khen B峄 gi谩o d峄-膽脿o t岷 n膬m 2022
– Chi岷縩 s末 thi 膽ua c岷 b峄 n膬m 2022
– Danh hi峄噓 T岷璸 th峄 lao 膽峄檔g xu岷 s岷痗 c峄 b峄 m么n Th峄 gi谩c m谩y t铆nh v脿 膼i峄乽 khi峄僴 h峄峜 th么ng minh n膬m 2020
– B岷眓g khen B峄 gi谩o d峄-膽脿o t岷 n膬m 2020
– Chi岷縩 s末 thi 膽ua c岷 膼HQG n膬m 2019
– B岷眓g khen c峄 Th峄 T瓢峄沶g Ch铆nh ph峄 n膬m 2018
– Chi岷縩 s末 thi 膽ua c岷 b峄 n膬m 2017
– Chi岷縩 s末 thi 膽ua c岷 膼HQG n膬m 2013