Ferdous Sohel
Orcid: 0000-0003-1557-4907Affiliations:
- Murdoch University, WA, Australia
- University of Western Australia, WA, Australia (2008 - 2015)
- Monash University, Churchill, VIC, Australia (PhD 2009)
According to our database1,
Ferdous Sohel
authored at least 185 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on scopus.com
-
on orcid.org
On csauthors.net:
Bibliography
2024
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey.
ACM Comput. Surv., December, 2024
Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection.
Sensors, August, 2024
Internet Things, April, 2024
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement.
IEEE Trans. Multim., 2024
J. Vis. Commun. Image Represent., 2024
An ensembled method for predicting dissolved oxygen level in aquaculture environment.
Ecol. Informatics, 2024
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation.
CoRR, 2024
Early frost detection in wheat using machine learning from vertical temperature distributions.
Comput. Electron. Agric., 2024
Comput. Electron. Agric., 2024
Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach.
Comput. Electron. Agric., 2024
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures.
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Ecol. Informatics, December, 2023
Pattern Recognit., October, 2023
An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling.
Knowl. Based Syst., October, 2023
A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients.
IEEE J. Biomed. Health Informatics, August, 2023
IET Wirel. Sens. Syst., August, 2023
Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function.
Neurocomputing, June, 2023
Comput. Electron. Agric., May, 2023
MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023
Deep learning-based detection of aphid colonies on plants from a reconstructed <i>Brassica</i> image dataset.
Comput. Electron. Agric., February, 2023
Vis. Intell., 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
IEEE Trans. Image Process., 2022
SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification.
Remote. Sens., 2022
Pattern Recognit., 2022
Neural Comput. Appl., 2022
Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30].
Neurocomputing, 2022
Comput. Electron. Agric., 2022
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation.
Comput. Biol. Medicine, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Multim., 2021
Anomaly Detection in Operating System Logs with Deep Learning-Based Sentiment Analysis.
IEEE Trans. Dependable Secur. Comput., 2021
Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis.
J. Circuits Syst. Comput., 2021
J. Inf. Secur. Appl., 2021
Real time surveillance for low resolution and limited data scenarios: An image set classification approach.
Inf. Sci., 2021
Neurocomputing, 2021
Adversarial point cloud perturbations against 3D object detection in autonomous driving systems.
Neurocomputing, 2021
Neurocomputing, 2021
Imputation of missing data with class imbalance using conditional generative adversarial networks.
Neurocomputing, 2021
CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition.
IEEE CAA J. Autom. Sinica, 2021
CoRR, 2021
Energy-cost aware off-grid base stations with IoT devices for developing a green heterogeneous network.
CoRR, 2021
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function.
CoRR, 2021
An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning.
CoRR, 2021
Comput. Electron. Agric., 2021
Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj.
IEEE Access, 2021
Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation.
IEEE Access, 2021
PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization.
Proceedings of the International Joint Conference on Neural Networks, 2021
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information.
IEEE Trans. Multim., 2020
IEEE Trans. Image Process., 2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Sensors, 2020
A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data.
Remote. Sens., 2020
Image Vis. Comput., 2020
CoRR, 2020
Comput. Appl. Eng. Educ., 2020
IEEE Access, 2020
3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree Guided Auxiliary Learning Approach.
IEEE Access, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Australasian Computer Science Week, 2020
2019
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection.
IEEE Trans. Multim., 2019
Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study.
J. Artif. Soc. Soc. Simul., 2019
Neurocomputing, 2019
ACM Comput. Surv., 2019
Circuits Syst. Signal Process., 2019
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud.
CoRR, 2019
CoRR, 2019
Comput. Aided Geom. Des., 2019
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds.
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the 2019 11th International Conference on Computer and Automation Engineering, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Proceedings of the Advanced Information Networking and Applications, 2019
Proceedings of the Handbook of Deep Learning Applications., 2019
Proceedings of the Handbook of Deep Learning Applications., 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction.
IEEE Trans. Multim., 2018
IEEE Trans. Image Process., 2018
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features.
Pattern Recognit., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Neural Networks, 2018
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
Consumer Perceptions in the Adoption of the Electronic Health Records in Australia: A Pilot Study.
Proceedings of the Australasian Conference on Information Systems, 2018
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018
WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018
2017
IEEE Trans. Robotics, 2017
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data.
IEEE Trans. Multim., 2017
IEEE Signal Process. Lett., 2017
Scale space clustering evolution for salient region detection on 3D deformable shapes.
Pattern Recognit., 2017
Discriminative feature learning and region consistency activation for robust scene labeling.
Neurocomputing, 2017
Digit. Investig., 2017
A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors.
Proceedings of the 5th IEEE International Conference on Serious Games and Applications for Health, 2017
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Enhanced LBP texture features from time frequency representations for acoustic scene classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 1: GRAPP, Porto, Portugal, February 27, 2017
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition.
IEEE Trans. Image Process., 2016
Pattern Recognit. Lett., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images.
Int. J. Comput. Vis., 2016
Int. J. Comput. Vis., 2016
CoRR, 2016
Auton. Robots, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
2015
An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds.
IEEE Trans. Instrum. Meas., 2015
Pattern Recognit. Lett., 2015
Inf. Sci., 2015
CoRR, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015
2014
IEEE Trans. Multim., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Proceedings of the ICPRAM 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition.
Int. J. Comput. Vis., 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013
A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013
2012
2011
ACM Comput. Surv., 2011
2010
2009
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009
2008
2007
New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework.
IEEE Trans. Circuits Syst. Video Technol., 2007
Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework.
IEEE Signal Process. Lett., 2007
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
2006
Pattern Recognit. Lett., 2006
Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms.
Proceedings of the International Conference on Image Processing, 2006
2005
Proceedings of the Pattern Recognition and Machine Intelligence, 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005