Dat Ngo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Scene Classification

Unsharp Masking

Top Venues

Publications

Dat Ngo, Bongsoon Kang
A Symmetric Multiprocessor System-on-a-Chip-Based Solution for Real-Time Image Dehazing. Symmetry 16 (6) (2024)
Dat Ngo, Bongsoon Kang
A novel pipelined architecture of entropy filter. J. Real Time Image Process. 21 (4) (2024)
Tin Nguyen, Lam Pham, Phat Lam, Dat Ngo, Hieu Tang, Alexander Schindler
The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model. CoRR (2024)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. CoRR (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. CoRR (2023)
Lam Pham, Trang Le, Cam Le, Dat Ngo, Axel Weissenfeld, Alexander Schindler
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CBMI (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-weight Deep Learning Model for Remote Sensing Image Classification. CoRR (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. BioCAS (2023)
Lam Pham, Trang Le, Cam Le, Dat Ngo, Weissenfeld Axel, Alexander Schindler
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CoRR (2023)
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies. MMSP (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-Weight Deep Learning Model for Remote Sensing Image Classification. ISPA (2023)
Lam Pham, Dat Ngo, Cam Le, Anahid N. Jalali, Alexander Schindler
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms. CoRR (2023)
Lam Pham, Dat Ngo, Tho Nguyen, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CBMI (2022)
Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi
Audio-Based Deep Learning Frameworks for Detecting COVID-19. EUSIPCO (2022)
Dat Ngo, Lam Pham, Anh Nguyen, Tien Ly, Khoa Pham, Thanh Ngo
Sound Context Classification based on Joint Learning Model and Multi-Spectrogram Features. Int. J. Comput. 21 (2) (2022)
Lam Pham, Dat Ngo, Anahid N. Jalali, Alexander Schindler
Low-complexity deep learning frameworks for acoustic scene classification. CoRR (2022)
Lam Pham, Khoa Tran, Dat Ngo, Hieu Tang, Son Phan, Alexander Schindler
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. MMAsia (2022)
Seungmin Lee, Dat Ngo, Bongsoon Kang
Design of an FPGA-Based High-Quality Real-Time Autonomous Dehazing System. Remote. Sens. 14 (8) (2022)
Lam Pham, Dat Ngo, Khoa Tran, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies. EMBC (2022)
Lam Pham, Dat Ngo, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies. CoRR (2022)
Truong Van Hoang, Lam Pham, Dat Ngo, Hoang D. Nguyen
A Cough-based deep learning framework for detecting COVID-19. EMBC (2022)
Dat Ngo, Seungmin Lee, Ui-Jean Kang, Tri Minh Ngo, Gidong Lee, Bongsoon Kang
Adapting a Dehazing System to Haze Conditions by Piece-Wisely Linearizing a Depth Estimator. Sensors 22 (5) (2022)
Dat Ngo, Gidong Lee, Bongsoon Kang
Singe Image Dehazing With Unsharp Masking and Color Gamut Expansion. IEEE Access 10 (2022)
Lam Pham, Khoa Dinh, Dat Ngo, Hieu Tang, Alexander Schindler
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. CoRR (2022)
Dat Ngo, Lam Pham, Truong Van Hoang, Sefki Kolozali, Delaram Jarchi
Audio-Based Deep Learning Frameworks for Detecting COVID-19. CoRR (2022)
Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network. CoRR (2022)
Phuc H. Duong, Cuong C. Chung, Loc T. Vo, Hien T. Nguyen, Dat Ngo
Detecting Hate Speech Contents Using Embedding Models. CSoNet (2021)
Lam Pham, Dat Ngo, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CoRR (2021)
Anh Nguyen, Khoa Pham, Dat Ngo, Thanh Ngo, Lam Pham
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network. ICSSE (2021)
Dat Ngo, Seungmin Lee, Gidong Lee, Bongsoon Kang
Automating a Dehazing System by Self-Calibrating on Haze Conditions. Sensors 21 (19) (2021)
Dat Ngo, Gidong Lee, Bongsoon Kang
Haziness Degree Evaluator: A Knowledge-Driven Approach for Haze Density Estimation. Sensors 21 (11) (2021)
Dat Ngo, Seungmin Lee, Tri Minh Ngo, Gidong Lee, Bongsoon Kang
Visibility Restoration: A Systematic Review and Meta-Analysis. Sensors 21 (8) (2021)
Anh Nguyen, Khoa Pham, Dat Ngo, Thanh Ngo, Lam Pham
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network. CoRR (2021)
Dat Ngo, Lam Pham, Anh Nguyen, Ben Phan, Khoa Tran, Truong Nguyen
Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds. CoRR (2020)
Tuan Nguyen, Dat Ngo, Lam Pham, Linh Tran, Trang Hoang
A Re-trained Model Based On Multi-kernel Convolutional Neural Network for Acoustic Scene Classification. RIVF (2020)
Dat Ngo, Seungmin Lee, Bongsoon Kang
Robust Single-Image Haze Removal Using Optimal Transmission Map and Adaptive Atmospheric Light. Remote. Sens. 12 (14) (2020)
Dat Ngo, Hao Hoang, Anh Nguyen, Tien Ly, Lam Pham
Sound Context Classification Basing on Join Learning Model and Multi-Spectrogram Features. CoRR (2020)
Dat Ngo, Seungmin Lee, Gidong Lee, Bongsoon Kang
Single-Image Visibility Restoration: A Machine Learning Approach and Its 4K-Capable Hardware Accelerator. Sensors 20 (20) (2020)
Dat Ngo, Seungmin Lee, Quoc-Hieu Nguyen, Tri Minh Ngo, Gidong Lee, Bongsoon Kang
Single Image Haze Removal from Image Enhancement Perspective for Real-Time Vision-Based Systems. Sensors 20 (18) (2020)
Dat Ngo, Bongsoon Kang
A New Data Preparation Methodology in Machine Learning-based Haze Removal Algorithms. ICEIC (2019)