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ORCIDFerdous Sohel
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Publications
- 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)- [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) - 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) - [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 - [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 - [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) - [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) - 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) - [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) - [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) - [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) - [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) - [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) - [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) - [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 - [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) - 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) - [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) - [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) - [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) - [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) - 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) - [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) - [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 - [c62]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP 2019: 1897-1901 - [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 - [c55]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel:
Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN 2019: 1-8 - [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 - [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) - [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) - [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 - [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 - [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) - 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 - [c40]Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel:
Resfeats: Residual network based features for image classification. ICIP 2017: 1597-1601 - [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 - [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 framework 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) - 2009
- [c7]Ferdous Ahmed Sohel, Mohammed Bennamoun:
Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS 2009: 164-171
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-08-12 01:04 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
