Duc-Son Pham

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 27

Top Topics

Impulse Noise Removal

Semantic Segmentation

Sparse Representation

Top Venues

Pattern Recognit.

Publications

Tanmay Singha, Duc-Son Pham, Aneesh Krishna
Effi-Seg: Rethinking EfficientNet Architecture for Real-Time Semantic Segmentation. ICONIP (5) (2023)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna
Improved Short-term Dense Bottleneck network for efficient scene analysis. Comput. Vis. Image Underst. 235 (2023)
Chayan Mondal, Duc-Son Pham, Tele Tan, Tom Gedeon, Ashu Gupta
Transformers Are All You Need to Generate Automatic Report from Chest X-ray Images. DICTA (2023)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna
Multi-Encoder Context Aggregation Network for Structured and Unstructured Urban Street Scene Analysis. IEEE Access 11 (2023)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna
A real-time semantic segmentation model using iteratively shared features in multiple sub-encoders. Pattern Recognit. 140 (2023)
Ying Li, Bryce Johannas Wohlan, Duc-Son Pham, Kit Yan Chan, Roslyn Ward, Neville Hennessey, Tele Tan
Improving Text-Independent Forced Alignment to Support Speech-Language Pathologists with Phonetic Transcription. Sensors 23 (24) (2023)
Kit Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi, Vasile Palade, Duc-Son Pham, Javier Del Ser, Khan Muhammad
Deep neural networks in the cloud: Review, applications, challenges and research directions. Neurocomputing 545 (2023)
Chayan Mondal, Duc-Son Pham, Ashu Gupta, Shreya Ghosh, Tele Tan, Tom Gedeon
EfficienTransNet: An Automated Chest X-ray Report Generation Paradigm. MRAC@MM (2023)
Max Barker, Meg Willans, Duc-Son Pham, Aneesh Krishna, Mark J. Hackett
Explainable Detection of Microplastics Using Transformer Neural Networks. AI (2022)
Lely Hiryanto, Sieteng Soh, Kwan-Wu Chin, Duc-Son Pham, Mihai M. Lazarescu
Green Multistage Upgrade of Switches and Controllers for Bundled-Links SDNs. IEEE Access 10 (2022)
Bryce Wohlan, Duc-Son Pham, Kit Yan Chan, Roslyn Ward
A Text-Independent Forced Alignment Method for Automatic Phoneme Segmentation. AI (2022)
Jack Hutchison, Duc-Son Pham, Sieteng Soh, Huo-Chong Ling
Explainable Network Intrusion Detection Using External Memory Models. AI (2022)
Tanmay Singha, Moritz Bergemann, Duc-Son Pham, Aneesh Krishna
SCMNet: Shared Context Mining Network for Real-time Semantic Segmentation. DICTA (2021)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna
Urban street scene analysis using lightweight multi-level multi-path feature aggregation network. Multiagent Grid Syst. 17 (3) (2021)
Lely Hiryanto, Sieteng Soh, Kwan-Wu Chin, Duc-Son Pham, Mihai M. Lazarescu
Green Multi-Stage Upgrade for Bundled-Links SDN/OSPF-ECMP Networks. ICC (2021)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Tom Gedeon
A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation. ICONIP (2) (2021)
Duc-Son Pham, John Ridley, Mihai M. Lazarescu
An Efficient Feature Extraction Method for the Detection of Material Rings in Rotary Kilns. IEEE Trans. Ind. Informatics 16 (9) (2020)
Ross Callister, Mihai M. Lazarescu, Duc-Son Pham
RobustRepStream: Robust stream clustering using self-controlled connectivity graph. Intell. Data Anal. 24 (4) (2020)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Joel Dunstan
Efficient Segmentation Pyramid Network. ICONIP (4) (2020)
Tanmay Singha, Duc-Son Pham, Aneesh Krishna
FANet: Feature Aggregation Network for Semantic Segmentation. DICTA (2020)
Ross Callister, Duc-Son Pham, Mihai M. Lazarescu
Using distribution analysis for parameter selection in repstream. Math. Found. Comput. 2 (3) (2019)
John Ridley, Duc-Son Pham, Mihai M. Lazarescu
Modelling and Flame Segmentation for Real-Time Monitoring of Rotary Kilns. DICTA (2019)
Ross Callister, Mihai M. Lazarescu, Duc-Son Pham
Graph-based clustering with DRepStream. SAC (2017)
Stefan Prandl, Mihai M. Lazarescu, Duc-Son Pham, Sieteng Soh, Subhash C. Kak
An Investigation of Power Law Probability Distributions for Network Anomaly Detection. IEEE Symposium on Security and Privacy Workshops (2017)
Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh
Achieving stable subspace clustering by post-processing generic clustering results. IJCNN (2016)
Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh
Achieving stable subspace clustering by post-processing generic clustering results. CoRR (2016)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features. IEEE Trans. Circuits Syst. Video Technol. 26 (5) (2016)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Efficient and accurate set-based registration of time-separated aerial images. Pattern Recognit. 48 (11) (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN (2015)
T. Natarajan, Duc-Son Pham, Mihai M. Lazarescu
An Industrial Application of Rotation Forest: Transformer Health. AusDM (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Groupwise Registration of Aerial Images. IJCAI (2015)
Duc-Son Pham
Improved Impulse Noise Removal with Generalized Median Filter. DICTA (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. CoRR (2015)
Xin Zhang, Duc-Son Pham, Svetha Venkatesh, Wanquan Liu, Dinh Q. Phung
Mixed-norm sparse representation for multi view face recognition. Pattern Recognit. 48 (9) (2015)
Xin Zhang, Dinh Q. Phung, Svetha Venkatesh, Duc-Son Pham, Wanquan Liu
Multi-View Subspace Clustering for Face Images. DICTA (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Groupwise registration of aerial images. CoRR (2015)
Stefan Prandl, Mihai M. Lazarescu, Duc-Son Pham
A Study of Web Application Firewall Solutions. ICISS (2015)
Ross Callister, Mihai M. Lazarescu, Duc-Son Pham
Detection of Structural Changes in Data Streams. AusDM (2015)
Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh
Detection of Dynamic Background Due to Swaying Movements From Motion Features. IEEE Trans. Image Process. 24 (1) (2015)
Duc-Son Pham
regularization: Theory and efficient algorithms. Pattern Recognit. 48 (11) (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams. IEEE Trans. Circuits Syst. Video Technol. 25 (9) (2015)
Xin Zhang, Duc-Son Pham, Dinh Q. Phung, Wanquan Liu, Budhaditya Saha, Svetha Venkatesh
Visual Object Clustering via Mixed-Norm Regularization. WACV (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Viewpoint distortion compensation in practical surveillance systems. CoRR (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Two maximum entropy based algorithms for running quantile estimation in non-stationary data streams. CoRR (2014)
Duc-Son Pham, Svetha Venkatesh, Mihai M. Lazarescu, Budhaditya Saha
Anomaly detection in large-scale data stream networks. Data Min. Knowl. Discov. 28 (1) (2014)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Stream quantiles via maximal entropy histograms. CoRR (2014)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Stream Quantiles via Maximal Entropy Histograms. ICONIP (2) (2014)
Duc-Son Pham, Dinh Q. Phung, Budhaditya Saha, Svetha Venkatesh
Sparse Subspace Clustering via Group Sparse Coding. SDM (2013)
Budhaditya Saha, Duc-Son Pham, Dinh Q. Phung, Svetha Venkatesh
Clustering Patient Medical Records via Sparse Subspace Representation. PAKDD (2) (2013)
Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh
Detection of cross-channel anomalies. Knowl. Inf. Syst. 35 (1) (2013)
Imran Naseem, Duc-Son Pham, Svetha Venkatesh
A novel information theoretic approach to wavelet feature selection for texture classification. Comput. Electr. Eng. 39 (2) (2013)
Siow Yong Low, Duc-Son Pham, Svetha Venkatesh
Compressive speech enhancement. Speech Commun. 55 (6) (2013)
Duc-Son Pham, Svetha Venkatesh
Efficient Algorithms for Robust Recovery of Images From Compressed Data. IEEE Trans. Image Process. 22 (12) (2013)
Budhaditya Saha, Dinh Q. Phung, Duc-Son Pham, Svetha Venkatesh
Sparse Subspace Representation for Spectral Document Clustering. ICDM (2012)
Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh
Improved subspace clustering via exploitation of spatial constraints. CVPR (2012)
Tien-Vu Nguyen, Dinh Q. Phung, Santu Rana, Duc-Son Pham, Svetha Venkatesh
Multi-modal abnormality detection in video with unknown data segmentation. ICPR (2012)
Duc-Son Pham, Svetha Venkatesh
Efficient algorithms for robust recovery of images from compressed data. CoRR (2012)
Duc-Son Pham, Svetha Venkatesh
Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise. IEEE Trans. Image Process. 21 (1) (2012)
Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh
Detection of Cross-Channel Anomalies from Multiple Data Channels. ICDM (2011)
Duc-Son Pham, Svetha Venkatesh
Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold. Australasian Conference on Artificial Intelligence (2011)
Duc-Son Pham, Hung Hai Bui, Svetha Venkatesh
Bayesian Minimax Estimation of the Normal Model With Incomplete Prior Covariance Matrix Specification. IEEE Trans. Inf. Theory 56 (12) (2010)
Huining Qiu, Duc-Son Pham, Svetha Venkatesh, Wanquan Liu, Jian-Huang Lai
A Fast Extension for Sparse Representation on Robust Face Recognition. ICPR (2010)
Budhaditya Saha, Duc-Son Pham, Mihai M. Lazarescu, Svetha Venkatesh
Effective Anomaly Detection in Sensor Networks Data Streams. ICDM (2009)
Duc-Son Pham, Svetha Venkatesh
Robust learning of discriminative projection for multicategory classification on the Stiefel manifold. CVPR (2008)
Duc-Son Pham, Svetha Venkatesh
Joint learning and dictionary construction for pattern recognition. CVPR (2008)