Ferdous Sohel

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 111

Top Venues

CoRR

Neurocomputing

Comput. Electron. Agric.

IEEE Access

Publications

Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. CoRR (2024)
Jingchun Zhou, Shiyin Wang, Zifan Lin, Qiuping Jiang, Ferdous Sohel
A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement. IEEE Trans. Multim. 26 (2024)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation. CoRR (2024)
Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. CoRR (2024)
Dachun Feng, Qianyu Han, Longqin Xu, Ferdous Sohel, Shahbaz Gul Hassan, Shuangyin Liu
An ensembled method for predicting dissolved oxygen level in aquaculture environment. Ecol. Informatics 80 (2024)
Abderraouf Amrani, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel
Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach. Comput. Electron. Agric. 218 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
LoRa-based outdoor localization and tracking using unsupervised symbolization. Internet Things 25 (2024)
Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel
Early frost detection in wheat using machine learning from vertical temperature distributions. Comput. Electron. Agric. 221 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
LoRa localisation using single mobile gateway. Comput. Commun. 219 (2024)
Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
Plant disease recognition in a low data scenario using few-shot learning. Comput. Electron. Agric. 219 (2024)
Qian Liu, Zongxin He, Dehuan Zhang, Weishi Zhang, Zifan Lin, Ferdous Sohel
DRC: Chromatic aberration intensity priors for underwater image enhancement. J. Vis. Commun. Image Represent. 98 (2024)
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
Machine learning-based LoRa localisation using multiple received signal features. IET Wirel. Sens. Syst. 13 (4) (2023)
Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones
image dataset. Comput. Electron. Agric. 205 (2023)
Guanjin Wang, Stephen Wai Hang Kwok, Muhammed Yousufuddin, Ferdous Sohel
A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Mohammad Arifur Rahman, Ferdous Sohel
Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function. Neurocomputing 536 (2023)
A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
Image patch-based deep learning approach for crop and weed recognition. Ecol. Informatics 78 (2023)
Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
Topology-aware universal adversarial attack on 3D object tracking. Vis. Intell. 1 (1) (2023)
Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. INTERSPEECH (2023)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142 (2023)
Kirk E. Turner, Ferdous Sohel, Ian Harris, Mark Ferguson, Andrew Thompson
Lambing event detection using deep learning from accelerometer data. Comput. Electron. Agric. 208 (2023)
Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, David Edwards, Ferdous Sohel
MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Guanjin Wang, Stephen Wai Hang Kwok, Daniel Axford, Muhammed Yousufuddin, Ferdous Sohel
An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling. Knowl. Based Syst. 278 (2023)
Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Mohammed Bennamoun, Yong Liao, Jiali Yu
Adversary Distillation for One-Shot Attacks on 3D Target Tracking. ICASSP (2022)
Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph
Machine learning-based detection of freezing events using infrared thermography. Comput. Electron. Agric. 198 (2022)
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
Integrated generalized zero-shot learning for fine-grained classification. Pattern Recognit. 122 (2022)
Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin Chow, Frank M. Sanfilippo, Girish Dwivedi
Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. CoRR (2022)
Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
A reinforcement learning-based approach for imputing missing data. Neural Comput. Appl. 34 (12) (2022)
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. IEEE Trans. Image Process. 31 (2022)
Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin Chow, Frank M. Sanfilippo, Girish Dwivedi
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 150 (2022)
A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah
Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30]. Neurocomputing 473 (2022)
Wijayanti Nurul Khotimah, Farid Boussaïd, Ferdous Sohel, Lian Xu, David Edwards, Xiu Jin, Mohammed Bennamoun
SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. Remote. Sens. 14 (17) (2022)
A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Lianyao Wu, Li Hou
CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition. IEEE CAA J. Autom. Sinica 8 (6) (2021)
Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Yong Liao
PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization. IJCNN (2021)
Lian Xu, Hao Xue, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
Atrous convolutional feature network for weakly supervised semantic segmentation. Neurocomputing 421 (2021)
Khondoker Ziaul Islam, Md. Sanwar Hossain, B. M. Ruhul Amin, Ferdous Sohel
Energy-cost aware off-grid base stations with IoT devices for developing a green heterogeneous network. CoRR (2021)
Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. 580 (2021)
Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function. CoRR (2021)
Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Ferdous Sohel
A novel network training approach for open set image recognition. CoRR (2021)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
A Survey of Deep Learning Techniques for Weed Detection from Images. CoRR (2021)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
A survey of deep learning techniques for weed detection from images. Comput. Electron. Agric. 184 (2021)
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. CoRR (2021)
Hudan Studiawan, Ferdous Sohel, Christian Payne
Anomaly Detection in Operating System Logs with Deep Learning-Based Sentiment Analysis. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9 (2021)
A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah
Progressive conditional GAN-based augmentation for 3D object recognition. Neurocomputing 460 (2021)
Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
Imputation of missing data with class imbalance using conditional generative adversarial networks. Neurocomputing 453 (2021)
Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation. IEEE Access 9 (2021)
Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel
Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation. IEEE Trans. Multim. 23 (2021)
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning. CoRR (2021)
Hudan Studiawan, Ferdous Sohel
Anomaly detection in a forensic timeline with deep autoencoders. J. Inf. Secur. Appl. 63 (2021)
Xupeng Wang, Mumuxin Cai, Ferdous Sohel, Nan Sang, Zhengwei Chang
Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. Neurocomputing 466 (2021)
Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan
Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj. IEEE Access 9 (2021)
Xupeng Wang, Mohammed Bennamoun, Ferdous Sohel, Hang Lei
Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis. J. Circuits Syst. Comput. 30 (1) (2021)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. ICCV (2021)
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. CoRR (2021)
Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, David Edwards
A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. Remote. Sens. 12 (19) (2020)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Automatic Hierarchical Classification of Kelps Using Deep Residual Features. Sensors 20 (2) (2020)
Hudan Studiawan, Ferdous Sohel, Christian Payne
Sentiment Analysis in a Forensic Timeline With Deep Learning. IEEE Access 8 (2020)
Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. CoRR (2020)
Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster
RCNN for Region of Interest Detection in Whole Slide Images. ICONIP (5) (2020)
Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster
RCNN for Region of Interest Detection in Whole Slide Images. CoRR (2020)
Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation. CoRR (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang
Sound Event Detection Using Multiple Optimized Kernels. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel
Open Set Domain Adaptation with Multi-Classifier Adversarial Network. CoRR (2020)
Jaiden A. di Lanzo, Andrew Valentine, Ferdous Sohel, Angie Y. T. Yapp, Kudakwashe C. Muparadzi, Merkorios Abdelmalek
A review of the uses of virtual reality in engineering education. Comput. Appl. Eng. Educ. 28 (3) (2020)
Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks. CoRR (2020)
Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. 29 (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. IEEE Trans. Multim. 22 (3) (2020)
A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Naimat-Ullah Khan, Ofelia Cervantes Villagómez, Hidayat Ullah
3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree Guided Auxiliary Learning Approach. IEEE Access 8 (2020)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access 8 (2020)
Hudan Studiawan, Ferdous Sohel, Christian Payne
Automatic Event Log Abstraction to Support Forensic Investigation. ACSW (2020)
Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. 93 (2020)
Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR (2020)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang
A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. Circuits Syst. Signal Process. 38 (8) (2019)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA (2019)
Hudan Studiawan, Ferdous Sohel, Christian Payne
A survey on forensic investigation of operating system logs. Digit. Investig. 29 (2019)
Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
Hierarchical Classification of Kelps utilizing Deep Residual Features. CoRR (2019)
Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan
Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study. J. Artif. Soc. Soc. Simul. 22 (2) (2019)
Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong
Body Detection in Spectator Crowd Images Using Partial Heads. PSIVT (2019)
Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR (2019)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) (2019)
Tasfia Shermin, Shyh Wei Teng, M. Manzur Murshed, Guojun Lu, Ferdous Sohel, Manoranjan Paul
Enhanced Transfer Learning with ImageNet Trained Classification Layer. PSIVT (2019)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga
A Comprehensive Survey of Deep Learning for Image Captioning. ACM Comput. Surv. 51 (6) (2019)
Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
Enhancing Semantic Word Representations by Embedding Deeper Word Relationships. CoRR (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP (2019)
Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN (2019)
Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA (2019)
Hudan Studiawan, Christian Payne, Ferdous Sohel
Automatic Graph-Based Clustering for Security Logs. AINA (2019)
Upeka Somaratne, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Xuequn Wang, Hamid Laga
Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. DICTA (2019)
Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) (2019)
Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
Language Modeling through Long Term Memory Network. CoRR (2019)
Anupiya Nugaliyadde, Ferdous Sohel, Kok Wai Wong, Hong Xie
Language Modeling through Long-Term Memory Network. IJCNN (2019)
Ferdous Sohel, Amar A. El-Sallam, Mohammed Bennamoun
Robust Pose Invariant Shape and Texture based Hand Recognition. CoRR (2019)
Masoumeh Rezaei, Mehdi Rezaeian, Vali Derhami, Ferdous Sohel, Mohammed Bennamoun
Deep learning-based 3D local feature descriptor from Mercator projections. Comput. Aided Geom. Des. 74 (2019)
Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li
NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing 323 (2019)
Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) (2019)
Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
Enhancing Semantic Word Representations by Embedding Deep Word Relationships. ICCAE (2019)
Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong
MON: Multiple Output Neurons. ICONIP (5) (2019)
Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. IEEE Trans. Multim. 21 (6) (2019)
Neethu Mathai, Mohd Fairuz Shiratuddin, Ferdous Sohel, Alex Wang
Consumer Perceptions in the Adoption of the Electronic Health Records in Australia: A Pilot Study. ACIS (2018)
Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. ICASSP (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ferdous Sohel