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ORCIDDuc-Son Pham 0001
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- affiliation: Curtin University, Bentley, WA, USA
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2020 – today
- 2023
[j27]Tanmay Singha
, Duc-Son Pham, Aneesh Krishna:
Multi-Encoder Context Aggregation Network for Structured and Unstructured Urban Street Scene Analysis. IEEE Access 11: 66227-66244 (2023)- [j26]Tanmay Singha, Duc-Son Pham, Aneesh Krishna:
Improved Short-term Dense Bottleneck network for efficient scene analysis. Comput. Vis. Image Underst. 235: 103795 (2023) - [j25]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: 126327 (2023) - [j24]Tanmay Singha, Duc-Son Pham, Aneesh Krishna:
A real-time semantic segmentation model using iteratively shared features in multiple sub-encoders. Pattern Recognit. 140: 109557 (2023) - [j23]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): 9650 (2023) - [c40]Joren Regan, Chaki Ramesh, Saurabh Gupta, Ankur Sharma, Duc-Son Pham, Aneesh Krishna:
Semantic Segmentation for Improved Cell Nuclei Analysis. DICTA 2023: 73-80 - [c39]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: 387-394 - [c38]Tanmay Singha, Duc-Son Pham, Aneesh Krishna:
Effi-Seg: Rethinking EfficientNet Architecture for Real-Time Semantic Segmentation. ICONIP (5) 2023: 55-68 - [c37]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: 59-66 - 2022
- [j22]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: 84038-84055 (2022) - [c36]Max Barker, Meg Willans, Duc-Son Pham, Aneesh Krishna, Mark J. Hackett:
Explainable Detection of Microplastics Using Transformer Neural Networks. AI 2022: 102-115 - [c35]Jack Hutchison, Duc-Son Pham, Sieteng Soh, Huo-Chong Ling:
Explainable Network Intrusion Detection Using External Memory Models. AI 2022: 220-233 - [c34]Bryce Wohlan, Duc-Son Pham, Kit Yan Chan, Roslyn Ward:
A Text-Independent Forced Alignment Method for Automatic Phoneme Segmentation. AI 2022: 585-598 - 2021
- [j21]Lely Hiryanto, Sieteng Soh, Kwan-Wu Chin, Duc Son Pham, Mihai M. Lazarescu:
Multi-Path Routing in Green Multi-Stage Upgrade for Bundled-Links SDN/OSPF-ECMP Networks. IEEE Access 9: 99073-99091 (2021) - [j20]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): 249-271 (2021) - [c33]Tanmay Singha, Moritz Bergemann, Duc-Son Pham, Aneesh Krishna:
SCMNet: Shared Context Mining Network for Real-time Semantic Segmentation. DICTA 2021: 1-8 - [c32]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: 1-7 - [c31]Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Tom Gedeon:
A Lightweight Multi-scale Feature Fusion Network for Real-Time Semantic Segmentation. ICONIP (2) 2021: 193-205 - 2020
- [j19]Ross Callister, Mihai M. Lazarescu, Duc-Son Pham:
RobustRepStream: Robust stream clustering using self-controlled connectivity graph. Intell. Data Anal. 24(4): 799-830 (2020) - [j18]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): 5914-5923 (2020) - [c30]Tanmay Singha, Duc-Son Pham, Aneesh Krishna:
FANet: Feature Aggregation Network for Semantic Segmentation. DICTA 2020: 1-8 - [c29]Tanmay Singha, Duc-Son Pham, Aneesh Krishna, Joel Dunstan:
Efficient Segmentation Pyramid Network. ICONIP (4) 2020: 386-393
2010 – 2019
- 2019
- [j17]Ross Callister, Duc-Son Pham, Mihai M. Lazarescu:
Using distribution analysis for parameter selection in repstream. Math. Found. Comput. 2(3): 215-250 (2019) - [c28]John Ridley, Duc-Son Pham, Mihai M. Lazarescu:
Modelling and Flame Segmentation for Real-Time Monitoring of Rotary Kilns. DICTA 2019: 1-8 - 2017
- [c27]Ross Callister, Mihai M. Lazarescu, Duc-Son Pham:
Graph-based clustering with DRepStream. SAC 2017: 850-857 - [c26]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: 217-222 - 2016
- [j16]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): 939-949 (2016) - [c25]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Achieving stable subspace clustering by post-processing generic clustering results. IJCNN 2016: 2390-2396 - [i8]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Achieving stable subspace clustering by post-processing generic clustering results. CoRR abs/1605.08680 (2016) - 2015
- [j15]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): 2935-2946 (2015) - [j14]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Efficient and accurate set-based registration of time-separated aerial images. Pattern Recognit. 48(11): 3466-3476 (2015) - [j13]Duc-Son Pham:
On group-wise ℓp regularization: Theory and efficient algorithms. Pattern Recognit. 48(11): 3728-3738 (2015) - [j12]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): 1469-1479 (2015) - [j11]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Detection of Dynamic Background Due to Swaying Movements From Motion Features. IEEE Trans. Image Process. 24(1): 332-344 (2015) - [c24]Ross Callister, Mihai M. Lazarescu, Duc-Son Pham:
Detection of Structural Changes in Data Streams. AusDM 2015: 79-88 - [c23]T. Natarajan, Duc-Son Pham, Mihai M. Lazarescu:
An Industrial Application of Rotation Forest: Transformer Health. AusDM 2015: 177-184 - [c22]Duc-Son Pham:
Improved Impulse Noise Removal with Generalized Median Filter. DICTA 2015: 1-8 - [c21]Xin Zhang, Dinh Q. Phung, Svetha Venkatesh, Duc-Son Pham, Wanquan Liu:
Multi-View Subspace Clustering for Face Images. DICTA 2015: 1-7 - [c20]Stefan Prandl, Mihai M. Lazarescu, Duc-Son Pham:
A Study of Web Application Firewall Solutions. ICISS 2015: 501-510 - [c19]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Groupwise Registration of Aerial Images. IJCAI 2015: 2133-2139 - [c18]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN 2015: 1-7 - [c17]Xin Zhang, Duc-Son Pham, Dinh Q. Phung, Wanquan Liu, Budhaditya Saha, Svetha Venkatesh:
Visual Object Clustering via Mixed-Norm Regularization. WACV 2015: 1030-1037 - [i7]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Viewpoint distortion compensation in practical surveillance systems. CoRR abs/1504.05298 (2015) - [i6]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Groupwise registration of aerial images. CoRR abs/1504.05299 (2015) - [i5]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. CoRR abs/1504.05302 (2015) - 2014
- [j10]Duc-Son Pham, Svetha Venkatesh, Mihai M. Lazarescu, Budhaditya Saha:
Anomaly detection in large-scale data stream networks. Data Min. Knowl. Discov. 28(1): 145-189 (2014) - [c16]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Stream Quantiles via Maximal Entropy Histograms. ICONIP (2) 2014: 327-334 - [i4]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Stream quantiles via maximal entropy histograms. CoRR abs/1409.7289 (2014) - [i3]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Two maximum entropy based algorithms for running quantile estimation in non-stationary data streams. CoRR abs/1411.2250 (2014) - 2013
- [j9]Imran Naseem, Duc-Son Pham, Svetha Venkatesh:
A novel information theoretic approach to wavelet feature selection for texture classification. Comput. Electr. Eng. 39(2): 319-325 (2013) - [j8]Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh:
Detection of cross-channel anomalies. Knowl. Inf. Syst. 35(1): 33-59 (2013) - [j7]Siow Yong Low, Duc-Son Pham, Svetha Venkatesh:
Compressive speech enhancement. Speech Commun. 55(6): 757-768 (2013) - [j6]Duc-Son Pham, Svetha Venkatesh:
Efficient Algorithms for Robust Recovery of Images From Compressed Data. IEEE Trans. Image Process. 22(12): 4724-4737 (2013) - [c15]Budhaditya Saha, Duc-Son Pham, Dinh Q. Phung, Svetha Venkatesh:
Clustering Patient Medical Records via Sparse Subspace Representation. PAKDD (2) 2013: 123-134 - [c14]Duc-Son Pham, Dinh Q. Phung, Budhaditya Saha, Svetha Venkatesh:
Sparse Subspace Clustering via Group Sparse Coding. SDM 2013: 130-138 - 2012
- [j5]Duc-Son Pham, Svetha Venkatesh:
Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise. IEEE Trans. Image Process. 21(1): 397-405 (2012) - [c13]Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh:
Improved subspace clustering via exploitation of spatial constraints. CVPR 2012: 550-557 - [c12]Budhaditya Saha, Dinh Q. Phung, Duc-Son Pham, Svetha Venkatesh:
Sparse Subspace Representation for Spectral Document Clustering. ICDM 2012: 1092-1097 - [c11]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: 1322-1325 - [c10]Santu Rana, Dinh Q. Phung, Sonny Pham, Svetha Venkatesh:
Large-scale statistical modeling of motion patterns: a Bayesian nonparametric approach. ICVGIP 2012: 7 - [i2]Tran The Truyen, Duc Son Pham:
ConeRANK: Ranking as Learning Generalized Inequalities. CoRR abs/1206.4110 (2012) - [i1]Duc-Son Pham, Svetha Venkatesh:
Efficient algorithms for robust recovery of images from compressed data. CoRR abs/1211.7276 (2012) - 2011
- [c9]Duc-Son Pham, Svetha Venkatesh:
Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold. Australasian Conference on Artificial Intelligence 2011: 241-250 - [c8]Duc-Son Pham, Budhaditya Saha, Dinh Q. Phung, Svetha Venkatesh:
Detection of Cross-Channel Anomalies from Multiple Data Channels. ICDM 2011: 527-536 - 2010
- [j4]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): 6433-6449 (2010) - [c7]Huining Qiu, Duc-Son Pham, Svetha Venkatesh, Wanquan Liu, Jian-Huang Lai:
A Fast Extension for Sparse Representation on Robust Face Recognition. ICPR 2010: 1023-1027
2000 – 2009
- 2009
- [c6]Budhaditya Saha, Duc-Son Pham, Mihai M. Lazarescu, Svetha Venkatesh:
Effective Anomaly Detection in Sensor Networks Data Streams. ICDM 2009: 722-727 - 2008
- [j3]Duc Son Pham, Abdelhak M. Zoubir:
Estimation of Multicomponent Polynomial Phase Signals With Missing Observations. IEEE Trans. Signal Process. 56(4): 1710-1715 (2008) - [c5]Duc-Son Pham, Svetha Venkatesh:
Robust learning of discriminative projection for multicategory classification on the Stiefel manifold. CVPR 2008 - [c4]Duc-Son Pham, Svetha Venkatesh:
Joint learning and dictionary construction for pattern recognition. CVPR 2008 - 2007
- [j2]Duc Son Pham, Abdelhak M. Zoubir:
Analysis of Multicomponent Polynomial Phase Signals. IEEE Trans. Signal Process. 55(1): 56-65 (2007) - [j1]Duc Son Pham, Abdelhak M. Zoubir, Ramon F. Brcich, Yee Hong Leung:
A Nonlinear M-Estimation Approach to Robust Asynchronous Multiuser Detection in Non-Gaussian Noise. IEEE Trans. Signal Process. 55(5-1): 1624-1633 (2007) - 2006
- [c3]Duc Son Pham, Yee Hong Leung, Kok Lay Teo, Abdelhak M. Zoubir:
An Optimisation Approach to Robust Estimation of Multicomponent Polynomial Phase Signals in Non-Gaussian Noise. APCCAS 2006: 832-835 - 2004
- [c2]Duc Son Pham, Yee Hong Leung, Abdelhak M. Zoubir, Ramon Brcic:
Sequential M-estimation. ICASSP (2) 2004: 697-700 - 2003
- [c1]Duc Son Pham, Abdelhak M. Zoubir:
A low complexity hybrid algorithm for robust iterative multiuser detection. ICASSP (4) 2003: 65-68
Coauthor Index
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