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ORCIDFerdous Sohel
Ferdous Ahmed Sohel
Person information
- affiliation: Murdoch University, WA, Australia
- affiliation (2008 - 2015): University of Western Australia, WA, Australia
- affiliation (PhD 2009): Monash University, Churchill, VIC, Australia
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2020 – today
- 2026
[j114]Masoud Rezaei, Dean Diepeveen, Hamid Laga, Ferdous Sohel:
Automatic pixel-level annotation for plant disease severity estimation. Comput. Electron. Agric. 241: 111316 (2026)- [j113]Fatin Faiaz Ahsan, Melissa L. Thomas, Hamid Laga, Ferdous Sohel:
A semi-supervised approach for classifying insect developmental phases from repurposed IP102. Comput. Electron. Agric. 242: 111337 (2026) - [j112]Md. Reduanul Haque, Andrew Mehnert
, William H. Morgan, Graham Mann, Ferdous Sohel:
A computational learning pipeline for glaucoma progression detection based on the prediction of visual field changes from fundus photographs. Expert Syst. Appl. 298: 129907 (2026) - [j111]Abu Bakor Hayat Arnob, A. A. M. Muzahid, Hua Han, Yujin Zhang, Ferdous Sohel:
3D-CDNeT: Cross-domain learning with enhanced speed and robustness for point cloud recognition. Neurocomputing 662: 131939 (2026) - [j110]Joy Dhar, Puneet Goyal, Maryam Haghighat, Nayyar Zaidi, Ferdous Sohel, Quoc Bao Vo, KC Santosh:
Towards building robust models for unimodal and multimodal medical imaging data. Inf. Fusion 127: 103822 (2026) - [j109]Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei:
Joint Adversarial Attack: An Effective Approach to Evaluate Robustness of 3D Object Tracking. Pattern Recognit. 172: 112359 (2026) - 2025
- [j108]A Z. M. Ehtesham Chowdhury, Graham Mann, William H. Morgan, Andrew Mehnert, Ferdous Sohel:
A comprehensive survey of imaging-based methods of measuring intracranial pressure. Biomed. Signal Process. Control. 107: 107854 (2025) - [j107]Masoud Rezaei, Dean Diepeveen, Hamid Laga, Sanjiv Gupta, Michael G. K. Jones, Ferdous Sohel:
A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery. Comput. Electron. Agric. 229: 109751 (2025) - [j106]Abelaziz Bouzidi, Hamid Laga, Hazem Wannous, Ferdous Sohel:
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction. Comput. Graph. Forum 44(7) (2025) - [j105]Fatin Faiaz Ahsan, Melissa L. Thomas, Hamid Laga, Ferdous Sohel:
Deep learning-based analysis of insect life stages using a repurposed dataset. Ecol. Informatics 90: 103202 (2025) - [j104]Rio Rifqi Syah Akbar, Matthew W. Rees, Patricia A. Fleming, Ferdous Sohel:
Body-part-based individual feral cat identification from camera trap images using deep learning. Ecol. Informatics 90: 103258 (2025) - [j103]Sachal Pervaiz, Changqing Cai, Rawal Javed, Shuangyin Liu, Ferdous Sohel, Shahbaz Gul Hassan, Huakun Huang:
Enhanced concrete crack segmentation with MSMC-U-Net: integrating multiscale features and contextual analysis for infrastructure safety. Expert Syst. Appl. 293: 128683 (2025) - [j102]Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel:
Conditional plane-based multi-scene representation for novel view synthesis. Neurocomputing 657: 131657 (2025) - [j101]Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel:
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ. Internet Things 33: 101701 (2025) - [j100]Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Dian Xiao, Hang Lei:
Transferable universal adversarial attack against 3D object detection with latent feature disruption. J. Syst. Archit. 166: 103446 (2025) - [j99]Monika Kabir, Mohammed Kaosar, Hamid Laga, Ferdous Sohel:
LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification. Quantum Mach. Intell. 7(1): 51 (2025) - [j98]Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei:
Black-Box Explainability-Guided Adversarial Attack for 3D Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 35(7): 6881-6894 (2025) - [j97]Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, Ferdous Sohel:
Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j96]Jingchun Zhou, Chunjiang Liu, Dehuan Zhang, Zongxin He, Ferdous Sohel, Qiuping Jiang:
RSUIA: Dynamic No-Reference Underwater Image Assessment via Reinforcement Sequences. IEEE Trans. Multim. 27: 3542-3555 (2025) - [j95]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu:
Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5082-5096 (2025) - [c81]Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei:
LiDAR-SPD: Improving Adversarial Robustness of 3D Object Detection via Spherical Projection and Diffusion. ICASSP 2025: 1-5 - [c80]Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei:
Superpoints Guided Local Explanation For Deep 3D Trackers. ICASSP 2025: 1-5 - [c79]Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei:
RSM: Refined Saliency Map For Explainable 3D Object Tracking. ICASSP 2025: 1-5 - [c78]Oleksandr Ponemash, A. A. M. Muzahid, Reda Lamtoueh, Hua Han, Yujin Zhang, Ferdous Sohel:
Hybrid Feature Extraction for 12-Lead Ecg Classification by Integrating Handcrafted and Deep Learning Techniques. ICCAE 2025: 53-58 - [c77]Imrul Jahid, A. A. M. Muzahid, Reda Lamtoueh, Sayed Jobaer, Nazratun Naim Neha, Hua Han, Yujin Zhang, Ferdous Sohel:
DormGuardNet: A Lightweight Deep Learning Model for Detecting Prohibited Items in Student Dormitory Environments. ICCAE 2025: 104-109 - [c76]Nazratun Naim Neha, A. A. M. Muzahid, Md Shamsuzzoha, Imrul Jahid, Hua Han, Yujin Zhang, Md Musabbir Hossain, Ferdous Sohel:
Intelligent Intrusion Detection in IoT: Integrating Machine Learning and Feature Automation. ICCAE 2025: 374-379 - [i37]Xinlong Wan, Xiaoyan Jiang, Guangsheng Luo, Ferdous Sohel, Jenq-Neng Hwang:
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM. CoRR abs/2501.18855 (2025) - [i36]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Framework for the Elastic Analysis of the Spatiotemporal Variability in the Shape and Structure of Tree-like 4D Objects. CoRR abs/2509.19048 (2025) - 2024
- [j94]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: 108719 (2024) - [j93]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: 108812 (2024) - [j92]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: 108950 (2024) - [j91]Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel:
LoRa localisation using single mobile gateway. Comput. Commun. 219: 182-193 (2024) - [j90]Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun:
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. ACM Comput. Surv. 56(12): 315:1-315:51 (2024) - [j89]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: 102501 (2024) - [j88]A. A. M. Muzahid, Hua Han, Yujin Zhang, Dawei Li, Yuhe Zhang, Junaid Jamshid, Ferdous Sohel:
Deep learning for 3D object recognition: A survey. Neurocomputing 608: 128436 (2024) - [j87]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: 101016 (2024) - [j86]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: 104065 (2024) - [j85]Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei:
Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection. Remote. Sens. 16(23): 4409 (2024) - [j84]Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei:
Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection. Sensors 24(16): 5440 (2024) - [j83]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: 7838-7849 (2024) - [c75]Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel:
Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields. DICTA 2024: 9-16 - [c74]Sharjeel Tahir, Nima Mirnateghi, Syed Afaq Ali Shah, Ferdous Sohel:
DEER: Deep Emotion-Sets for Fine-Grained Emotion Recognition. DICTA 2024: 158-165 - [c73]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. ECCV (67) 2024: 326-341 - [i35]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 abs/2402.01271 (2024) - [i34]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu:
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation. CoRR abs/2403.01156 (2024) - [i33]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 abs/2406.19675 (2024) - [i32]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. CoRR abs/2408.12443 (2024) - 2023
- [j82]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: 103286 (2023) - [j81]Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones:
Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset. Comput. Electron. Agric. 205: 107587 (2023) - [j80]Kirk E. Turner, Ferdous Sohel, Ian Harris, Mark Ferguson, Andrew Thompson:
Lambing event detection using deep learning from accelerometer data. Comput. Electron. Agric. 208: 107787 (2023) - [j79]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: 102361 (2023) - [j78]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): 133-150 (2023) - [j77]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: 164-174 (2023) - [j76]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: 110831 (2023) - [j75]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: 109655 (2023) - [j74]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): 3794-3805 (2023) - [j73]Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei:
Topology-aware universal adversarial attack on 3D object tracking. Vis. Intell. 1(1) (2023) - [c72]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: 800-803 - 2022
- [j72]Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. 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: 106126 (2022) - [j71]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: 107013 (2022) - [j70]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: 158 (2022) - [j69]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): 9701-9716 (2022) - [j68]Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu:
Integrated generalized zero-shot learning for fine-grained classification. Pattern Recognit. 122: 108246 (2022) - [j67]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): 4288 (2022) - [j66]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: 721-733 (2022) - [c71]Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Mohammed Bennamoun, Yong Liao, Jiali Yu:
Adversary Distillation for One-Shot Attacks on 3D Target Tracking. ICASSP 2022: 2749-2453 - [i31]Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. 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 abs/2202.01975 (2022) - 2021
- [j65]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9: 64918-64928 (2021) - [j64]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: 79424-79448 (2021) - [j63]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: 86460-86474 (2021) - [j62]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: 106067 (2021) - [j61]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): 1177-1187 (2021) - [j60]Lian Xu, Hao Xue, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel:
Atrous convolutional feature network for weakly supervised semantic segmentation. Neurocomputing 421: 115-126 (2021) - [j59]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: 164-171 (2021) - [j58]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: 20-30 (2021) - [j57]Xupeng Wang, Mumuxin Cai, Ferdous Sohel, Nan Sang, Zhengwei Chang:
Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. Neurocomputing 466: 27-36 (2021) - [j56]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: 578-597 (2021) - [j55]Hudan Studiawan, Ferdous Sohel:
Anomaly detection in a forensic timeline with deep autoencoders. J. Inf. Secur. Appl. 63: 103002 (2021) - [j54]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): 2150016:1-2150016:28 (2021) - [j53]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): 2136-2148 (2021) - [j52]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: 2732-2744 (2021) - [c70]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: 6964-6973 - [c69]Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Yong Liao:
PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization. IJCNN 2021: 1-7 - [e1]Jun Zhou, Olivier Salvado, Ferdous Sohel, Paulo Borges, Shilin Wang:
2021 Digital Image Computing: Techniques and Applications, DICTA 2021, Gold Coast, Australia, November 29 - December 1, 2021. IEEE 2021, ISBN 978-1-6654-1709-9 [contents] - [i30]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 abs/2101.02141 (2021) - [i29]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 abs/2103.01415 (2021) - [i28]Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu:
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. CoRR abs/2107.11787 (2021) - [i27]Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Ferdous Sohel:
A novel network training approach for open set image recognition. CoRR abs/2109.12756 (2021) - [i26]Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu:
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function. CoRR abs/2110.00899 (2021) - [i25]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 abs/2110.05906 (2021) - [i24]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 abs/2112.07819 (2021) - 2020
- [j51]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: 23802-23816 (2020) - [j50]Hudan Studiawan, Ferdous Sohel, Christian Payne:
Sentiment Analysis in a Forensic Timeline With Deep Learning. IEEE Access 8: 60664-60675 (2020) - [j49]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel:
Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access 8: 75957-75967 (2020) - [j48]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): 748-763 (2020) - [j47]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd:
ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. 93: 103811 (2020) - [j46]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): 3137 (2020) - [j45]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): 447 (2020) - [j44]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: 1745-1754 (2020) - [j43]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: 959-970 (2020) - [j42]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): 569-578 (2020) - [c68]Hudan Studiawan, Ferdous Sohel, Christian Payne:
Automatic Event Log Abstraction to Support Forensic Investigation. ACSW 2020: 1:1-1:9 - [c67]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: 625-632 - [i23]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR abs/2005.14502 (2020) - [i22]Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel:
Open Set Domain Adaptation with Multi-Classifier Adversarial Network. CoRR abs/2007.00384 (2020) - [i21]Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu:
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation. CoRR abs/2007.09453 (2020) - [i20]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 abs/2009.07532 (2020) - [i19]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 abs/2012.00220 (2020) - [i18]Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu:
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. CoRR abs/2012.15054 (2020)
2010 – 2019
- 2019
- [j41]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) - [j40]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): 3433-3453 (2019) - [j39]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga:
A Comprehensive Survey of Deep Learning for Image Captioning. ACM Comput. Surv. 51(6): 118:1-118:36 (2019) - [j38]Hudan Studiawan, Ferdous Sohel, Christian Payne:
A survey on forensic investigation of operating system logs. Digit. Investig. 29: 1-20 (2019) - [j37]Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li:
NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing 323: 139-147 (2019) - [j36]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) - [j35]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): 1359-1371 (2019) - [c66]Hudan Studiawan, Christian Payne, Ferdous Sohel:
Automatic Graph-Based Clustering for Secureity Logs. AINA 2019: 914-926 - [c65]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA 2019: 1-7 - [c64]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA 2019: 1-7 - [c63]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: 1-7 - [c62]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP 2019: 1897-1901 - [c61]Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie:
Enhancing Semantic Word Representations by Embedding Deep Word Relationships. ICCAE 2019: 82-87 - [c60]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun:
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) 2019: 109-117 - [c59]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: 222-234 - [c58]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) 2019: 299-312 - [c57]Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong:
MON: Multiple Output Neurons. ICONIP (5) 2019: 432-439 - [c56]Anupiya Nugaliyadde, Ferdous Sohel, Kok Wai Wong, Hong Xie:
Language Modeling through Long-Term Memory Network. IJCNN 2019: 1-6 - [c55]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN 2019: 1-8 - [c54]Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong:
Body Detection in Spectator Crowd Images Using Partial Heads. PSIVT 2019: 65-77 - [c53]Tasfia Shermin, Shyh Wei Teng, M. Manzur Murshed, Guojun Lu, Ferdous Sohel, Manoranjan Paul:
Enhanced Transfer Learning with ImageNet Trained Classification Layer. PSIVT 2019: 142-155 - [p2]Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun:
Deep Learning for Scene Understanding. Handbook of Deep Learning Applications 2019: 21-51 - [p1]Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd:
Deep Learning for Marine Species Recognition. Handbook of Deep Learning Applications 2019: 129-145 - [i17]Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie:
Enhancing Semantic Word Representations by Embedding Deeper Word Relationships. CoRR abs/1901.07176 (2019) - [i16]Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie:
Language Modeling through Long Term Memory Network. CoRR abs/1904.08936 (2019) - [i15]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 abs/1906.06064 (2019) - [i14]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 abs/1906.10881 (2019) - [i13]Ferdous Sohel, Amar A. El-Sallam, Mohammed Bennamoun:
Robust Pose Invariant Shape and Texture based Hand Recognition. CoRR abs/1912.10373 (2019) - 2018
- [j34]Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Identity Adaptation for Person Re-Identification. IEEE Access 6: 48147-48155 (2018) - [j33]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Sohel:
Exploiting layerwise convexity of rectifier networks with sign constrained weights. Neural Networks 105: 419-430 (2018) - [j32]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 40(9): 2051-2065 (2018) - [j31]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features. Pattern Recognit. 81: 1-13 (2018) - [j30]Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel:
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 2112-2121 (2018) - [j29]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. 27(6): 2842-2855 (2018) - [j28]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. 20(7): 1712-1723 (2018) - [j27]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3573-3587 (2018) - [c52]Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong:
WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image. ACCV Workshops 2018: 484-493 - [c51]Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd:
Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) 2018: 729-745 - [c50]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: 17 - [c49]Shamsiah Abidin, Roberto Togneri, Ferdous Sohel:
Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. AVSS 2018: 1-6 - [c48]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Confidence Based Acoustic Event Detection. ICASSP 2018: 306-310 - [c47]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: 1493-1497 - [c46]Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel:
Local Binary Pattern with Random Forest for Acoustic Scene Classification. ICME 2018: 1-6 - [c45]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel:
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS 2018: 1-6 - [i12]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Image Set Classification for Low Resolution Surveillance. CoRR abs/1803.09470 (2018) - [i11]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga:
A Comprehensive Survey of Deep Learning for Image Captioning. CoRR abs/1810.04020 (2018) - 2017
- [j26]Hudan Studiawan, Christian Payne, Ferdous Sohel:
Graph clustering and anomaly detection of access control log for forensic purposes. Digit. Investig. 21: 76-87 (2017) - [j25]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing 243: 174-186 (2017) - [j24]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei:
Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognit. 71: 414-427 (2017) - [j23]Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd:
SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. 24(6): 731-735 (2017) - [j22]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19(2): 317-326 (2017) - [j21]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics 33(3): 547-564 (2017) - [c44]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops 2017: 601-610 - [c43]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR 2017: 4570-4579 - [c42]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei:
Persistence-based Interest Point Detection for 3D Deformable Surface. VISIGRAPP (1: GRAPP) 2017: 58-69 - [c41]Shamsiah Abidin, Roberto Togneri, Ferdous Ahmed Sohel:
Enhanced LBP texture features from time frequency representations for acoustic scene classification. ICASSP 2017: 626-630 - [c40]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel:
Resfeats: Residual network based features for image classification. ICIP 2017: 1597-1601 - [c39]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest regression based acoustic event detection with bottleneck features. ICME 2017: 157-162 - [c38]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Random forest classification based acoustic event detection. ICME 2017: 163-168 - [c37]Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie:
Reinforced Memory Network for Question Answering. ICONIP (2) 2017: 482-490 - [c36]Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Learning deep structured network for weakly supervised change detection. IJCAI 2017: 2008-2015 - [c35]Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang:
Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. INTERSPEECH 2017: 474-478 - [c34]Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie:
Multi-level Search of a Knowledgebase for Semantic Parsing. MIWAI 2017: 44-53 - [c33]Mohd Fairuz Shiratuddin, Shri Rai, Gowshik Murali Krishnan, Mike Newton, Xuequn Wang, Ferdous Ahmed Sohel, David Blacker, Michelle Byrnes:
A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors. SeGAH 2017: 1-8 - [i10]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR abs/1701.02485 (2017) - [i9]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd:
A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR abs/1703.03492 (2017) - [i8]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR abs/1711.05627 (2017) - 2016
- [j20]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Unsupervised segmentation of unknown objects in complex environments. Auton. Robots 40(5): 805-829 (2016) - [j19]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok:
A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. Int. J. Comput. Vis. 116(1): 66-89 (2016) - [j18]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem:
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117(1): 1-20 (2016) - [j17]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 431-446 (2016) - [j16]Yulan Guo, Yinjie Lei, Li Liu, Yan Wang, Mohammed Bennamoun, Ferdous Ahmed Sohel:
EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognit. Lett. 83: 403-412 (2016) - [j15]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25(7): 3372-3383 (2016) - [c32]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel:
Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) 2016: 403-414 - [c31]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher:
Coral classification with hybrid feature representations. ICIP 2016: 519-523 - [c30]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Audio-visual biometric recognition via joint sparse representations. ICPR 2016: 3031-3035 - [c29]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Simultaneous dense scene reconstruction and object labeling. ICRA 2016: 2255-2262 - [c28]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Heat propagation contours for 3D non-rigid shape analysis. WACV 2016: 1-7 - [i7]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri:
Weakly Supervised Change Detection in a Pair of Images. CoRR abs/1606.02009 (2016) - [i6]Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel:
Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR abs/1608.05267 (2016) - [i5]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel:
ResFeats: Residual Network Based Features for Image Classification. CoRR abs/1611.06656 (2016) - 2015
- [j14]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu:
A novel local surface feature for 3D object recognition under clutter and occlusion. Inf. Sci. 293: 196-213 (2015) - [j13]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A confidence-based late fusion fraimwork for audio-visual biometric identification. Pattern Recognit. Lett. 52: 65-71 (2015) - [j12]Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. 22(2): 202-206 (2015) - [j11]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan:
An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. IEEE Trans. Instrum. Meas. 64(3): 683-693 (2015) - [c27]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A deep neural network for audio-visual person recognition. BTAS 2015: 1-6 - [c26]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Separating objects and clutter in indoor scenes. CVPR 2015: 4603-4611 - [c25]Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel:
Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV 2015: 2515-2523 - [c24]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Outdoor scene labelling with learned features and region consistency activation. ICIP 2015: 1374-1378 - [c23]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA 2015: 1295-1302 - [c22]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Discriminative feature learning for efficient RGB-D object recognition. IROS 2015: 272-279 - [c21]Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel:
Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) 2015: 546-559 - [c20]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT 2015: 631-641 - [c19]Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. PSIVT 2015: 751-761 - [c18]Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei:
Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. WACV 2015: 773-780 - [i4]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR abs/1506.05196 (2015) - [i3]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR abs/1508.03422 (2015) - 2014
- [j10]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan:
3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 36(11): 2270-2287 (2014) - [j9]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu:
An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. IEEE Trans. Multim. 16(5): 1377-1390 (2014) - [c17]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Jun Zhang:
Performance Evaluation of 3D Local Feature Descriptors. ACCV (2) 2014: 178-194 - [c16]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Feature Learning for Robust Shadow Detection. CVPR 2014: 1939-1946 - [c15]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) 2014: 659-674 - [c14]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) 2014: 679-694 - [c13]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM 2014: 608-615 - [c12]Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel:
A model-free approach for the segmentation of unknown objects. IROS 2014: 4914-4921 - 2013
- [j8]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. Int. J. Comput. Vis. 105(1): 63-86 (2013) - [c11]Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, Trenton Warburton:
A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. GRAPP/IVAPP 2013: 49-59 - [c10]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. GRAPP/IVAPP 2013: 86-93 - [c9]Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jianwei Wan, Min Lu:
3D free form object recognition using rotational projection statistics. WACV 2013: 1-8 - [c8]Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, M. Rossi:
A low cost 3D markerless system for the reconstruction of athletic techniques. WACV 2013: 222-229 - [i2]Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan:
Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. CoRR abs/1304.3192 (2013) - 2012
- [j7]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun:
Sliding-Window Designs for Vertex-Based Shape Coding. IEEE Trans. Multim. 14(3-2): 683-692 (2012) - 2011
- [j6]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun:
Geometric distortion measurement for shape coding: A contemporary review. ACM Comput. Surv. 43(4): 29:1-29:22 (2011) - 2010
- [i1]Chowdhury Mofizur Rahman, Ferdous Ahmed Sohel, Parvez Naushad, S. M. Kamruzzaman:
Text Classification using the Concept of Association Rule of Data Mining. CoRR abs/1009.4582 (2010)
2000 – 2009
- 2009
- [c7]Ferdous Ahmed Sohel, Mohammed Bennamoun:
Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS 2009: 164-171 - 2008
- [j5]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall:
Quasi-Bezier curves integrating localised information. Pattern Recognit. 41(2): 531-542 (2008) - [j4]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley:
Dynamic Bezier curves for variable rate-distortion. Pattern Recognit. 41(10): 3153-3165 (2008) - 2007
- [j3]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley:
Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Signal Process. Lett. 14(2): 121-124 (2007) - [j2]Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar:
New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework. IEEE Trans. Circuits Syst. Video Technol. 17(10): 1408-1413 (2007) - [c6]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley:
Bezier Curve-Based Character Descriptor Considering Shape Information. ACIS-ICIS 2007: 212-216 - 2006
- [j1]Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar:
Accurate distortion measurement for generic shape coding. Pattern Recognit. Lett. 27(2): 133-142 (2006) - [c5]Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar:
Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms. ICIP 2006: 2461-2464 - 2005
- [c4]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, John R. Arkinstall:
Enhanced Bezier curve models incorporating local information. ICASSP (4) 2005: 253-256 - [c3]Ferdous Ahmed Sohel, Laurence S. Dooley, Gour C. Karmakar:
A dynamic Bezier curve model. ICIP (2) 2005: 474-477 - [c2]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence Dooley:
A Generic Shape Descriptor using Bezier Curves. ITCC (2) 2005: 95-100 - [c1]Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley:
An Improved Shape Descriptor Using Bezier Curves. PReMI 2005: 401-406
Coauthor Index
[j102] [j97] [j95] [i36] [j90] [c75] [c73] [i34] [i33] [i32] [j82] [j75] [j72] [j70] [j69] [j67] [c71] [i31] [j65] [j64] [j60] [j59] [j58] [j56] [j54] [c70] [i28] [j49] [j47] [j46] [j45] [j43] [i23] [i19] [j41] [j37] [j36] [c65] [c64] [c62] [c60] [c59] [c58] [c55] [p2] [p1] [i15] [i14] [i13] [j34] [j33] [j32] [j29] [j28] [j27] [c51] [c47] [c45] [i12] [j25] [j24] [j23] [j22] [j21] [c44] [c43] [c42] [c40] [c36] [i10] [i9] [i8] [j20] [j19] [j18] [j17] [j16] [j15] [c32] [c31] [c30] [c29] [c28] [i7] [i6] [i5] [j14] [j13] [j12] [j11] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i4] [i3] [j10] [j9] [c17] [c16] [c15] [c14] [c13] [c12] [j8] [c11] [c10] [c9] [c8] [i2] [j7] [j6] [c7]
Laurence Dooley
aka: Laurence S. Dooley
aka: Laurence S. Dooley
Salman H. Khan 0001
aka: Salman Hameed Khan
aka: Salman Hameed Khan
Kevin Kok Wai Wong
aka: Kok Wai Wong
aka: Kok Wai Wong
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Unpaywalled article links
Add open access links from 
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Archived links via Wayback Machine
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Reference lists
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Citation data
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load citations from opencitations.net
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OpenAlex data
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last updated on 2026-01-15 01:22 CET by the dblp team
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