All Stories

  1. Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey

    Article • ACM Computing Surveys, July 2024, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  2. LoRa-based outdoor localization and tracking using unsupervised symbolization

    Article • Internet of Things, April 2024, Elsevier

    Professor Ferdous Sohel

  3. Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach

    Article • Computers and Electronics in Agriculture, March 2024, Elsevier

    Professor Ferdous Sohel

  4. Object-level benchmark for deep learning-based detection and classification of weed species

    Article • Crop Protection, March 2024, Elsevier

    Professor Ferdous Sohel

  5. DRC: Chromatic aberration intensity priors for underwater image enhancement

    Article • Journal of Visual Communication and Image Representation, February 2024, Elsevier

    Professor Ferdous Sohel

  6. Topology-aware universal adversarial attack on 3D object tracking

    Article • Visual Intelligence, December 2023, Springer Science + Business Media

    Professor Ferdous Sohel

  7. An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling

    Article • Knowledge-Based Systems, October 2023, Elsevier

    Professor Ferdous Sohel

  8. Machine learning-based detection of frost events in wheat plants from infrared thermography

    Article • European Journal of Agronomy, September 2023, Elsevier

    Professor Ferdous Sohel

  9. Deep learning based classification of sheep behaviour from accelerometer data with imbalance

    Article • Information Processing in Agriculture, September 2023, Elsevier

    Professor Ferdous Sohel

  10. A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients

    Article • IEEE Journal of Biomedical and Health Informatics, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  11. Machine learning‐based LoRa localisation using multiple received signal features

    Article • IET Wireless Sensor Systems, June 2023, the Institution of Engineering and Technology (the IET)

    Professor Ferdous Sohel

  12. Transport of pilgrims during Hajj: Evidence from a discrete event simulation study

    Article • PLoS ONE, June 2023, PLOS

    Professor Ferdous Sohel

  13. A survey of image-based computational learning techniques for frost detection in plants

    Article • Information Processing in Agriculture, June 2023, Elsevier

    Professor Ferdous Sohel

  14. Lambing event detection using deep learning from accelerometer data

    Article • Computers and Electronics in Agriculture, May 2023, Elsevier

    Professor Ferdous Sohel

  15. MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens

    Article • International Journal of Applied Earth Observation and Geoinformation, April 2023, Elsevier

    Professor Ferdous Sohel

  16. Renewable Energy-Based Energy-Efficient Off-Grid Base Stations for Heterogeneous Network

    Article • Energies, December 2022, MDPI AG

    Professor Ferdous Sohel

  17. Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation

    Article • Computers in Biology and Medicine, November 2022, Elsevier

    Professor Ferdous Sohel

  18. SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification

    Article • Remote Sensing, August 2022, MDPI AG

    Professor Ferdous Sohel

  19. Deep Network with Score Level Fusion and Inference-Based Transfer Learning to Recognize Leaf Blight and Fruit Rot Diseases of Eggplant

    Article • Agriculture, August 2022, MDPI AG

    Professor Ferdous Sohel

  20. Machine learning-based detection of freezing events using infrared thermography

    Article • Computers and Electronics in Agriculture, July 2022, Elsevier

    Professor Ferdous Sohel

  21. Insect detection from imagery using YOLOv3-based adaptive feature fusion convolution network

    Article • Crop and Pasture Science, June 2022, CSIRO Publishing

    Professor Ferdous Sohel

  22. Adversary Distillation for One-Shot Attacks on 3D Target Tracking

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  23. Weed recognition using deep learning techniques on class-imbalanced imagery

    Article • Crop and Pasture Science, April 2022, CSIRO Publishing

    Professor Ferdous Sohel

  24. A reinforcement learning-based approach for imputing missing data

    Article • Neural Computing and Applications, February 2022, Springer Science + Business Media

    Professor Ferdous Sohel

  25. Erratum to “Progressive conditional GAN-based augmentation for 3D object recognition” [Neurocomputing 460 (2021) 20–30]

    Article • Neurocomputing, February 2022, Elsevier

    Professor Ferdous Sohel

  26. Integrated generalized zero-shot learning for fine-grained classification

    Article • Pattern Recognition, February 2022, Elsevier

    Professor Ferdous Sohel

  27. Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning

    Article • IEEE Transactions on Image Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  28. MSGANet-RAV: A multiscale guided attention network for artery-vein segmentation and classification from optic disc and retinal images

    Article • Journal of Optometry, January 2022, Elsevier

    Professor Ferdous Sohel

  29. Anomaly detection in a forensic timeline with deep autoencoders

    Article • Journal of Information Security and Applications, December 2021, Elsevier

    Professor Ferdous Sohel

  30. Adversarial point cloud perturbations against 3D object detection in autonomous driving systems

    Article • Neurocomputing, November 2021, Elsevier

    Professor Ferdous Sohel

  31. Real time surveillance for low resolution and limited data scenarios: An image set classification approach

    Article • Information Sciences, November 2021, Elsevier

    Professor Ferdous Sohel

  32. Progressive conditional GAN-based augmentation for 3D object recognition

    Article • Neurocomputing, October 2021, Elsevier

    Professor Ferdous Sohel

  33. Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  34. Machine learning risk prediction model for acute coronary syndrome and death from use of non-steroidal anti-inflammatory drugs in administrative data

    Article • Scientific Reports, September 2021, Springer Science + Business Media

    Professor Ferdous Sohel

  35. Imputation of missing data with class imbalance using conditional generative adversarial networks

    Article • Neurocomputing, September 2021, Elsevier

    Professor Ferdous Sohel

  36. Anomaly Detection in Operating System Logs with Deep Learning-Based Sentiment Analysis

    Article • IEEE Transactions on Dependable and Secure Computing, September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  37. PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  38. CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition

    Article • IEEE/CAA Journal of Automatica Sinica, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  39. A survey of deep learning techniques for weed detection from images

    Article • Computers and Electronics in Agriculture, May 2021, Elsevier

    Professor Ferdous Sohel

  40. Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation

    Article • IEEE Transactions on Multimedia, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  41. Atrous convolutional feature network for weakly supervised semantic segmentation

    Article • Neurocomputing, January 2021, Elsevier

    Professor Ferdous Sohel

  42. Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  43. Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  44. Text to Image Synthesis for Improved Image Captioning

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  45. Deep Boltzmann machine for corrosion classification using eddy current pulsed thermography

    Article • Optik, October 2020, Elsevier

    Professor Ferdous Sohel

  46. A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data

    Article • Remote Sensing, September 2020, MDPI AG

    Professor Ferdous Sohel

  47. Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis

    Article • Journal of Circuits System and Computers, July 2020, World Scientific Pub Co Pte Lt

    Professor Ferdous Sohel

  48. Performance Evaluation of Anomaly Detection in Imbalanced System Log Data

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  49. A review of the uses of virtual reality in engineering education

    Article • Computer Applications in Engineering Education, April 2020, Wiley

    Professor Ferdous Sohel

  50. Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information

    Article • IEEE Transactions on Multimedia, March 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  51. Automatic Event Log Abstraction to Support Forensic Investigation

    Article • February 2020, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  52. Automatic Hierarchical Classification of Kelps Using Deep Residual Features

    Article • Sensors, January 2020, MDPI AG

    Robert Fisher, Professor Ferdous Sohel

  53. 3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree Guided Auxiliary Learning Approach

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  54. Learning Latent Global Network for Skeleton-Based Action Prediction

    Article • IEEE Transactions on Image Processing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  55. RCNN for Region of Interest Detection in Whole Slide Images

    Article • January 2020, Springer Science + Business Media

    Professor Ferdous Sohel

  56. ResFeats: Residual network based features for underwater image classification

    Article • Image and Vision Computing, January 2020, Elsevier

    Professor Ferdous Sohel

  57. Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  58. Sentiment Analysis in a Forensic Timeline With Deep Learning

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  59. Sound Event Detection Using Multiple Optimized Kernels

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  60. Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  61. Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  62. Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  63. A Comprehensive Survey of Deep Learning for Image Captioning

    Article • ACM Computing Surveys, November 2019, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  64. Automatic detection of Western rock lobster using synthetic data

    Article • ICES Journal of Marine Science, November 2019, Oxford University Press (OUP)

    Professor Ferdous Sohel

  65. Deep learning-based 3D local feature descriptor from Mercator projections

    Article • Computer Aided Geometric Design, October 2019, Elsevier

    Professor Ferdous Sohel

  66. Coral Classification Using DenseNet and Cross-modality Transfer Learning

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  67. Language Modeling through Long-Term Memory Network

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  68. Feature selection and transformation by machine learning reduce variable numbers and improve prediction for heart failure readmission or death

    Article • PLoS ONE, June 2019, PLOS

    Professor Ferdous Sohel

  69. A survey on forensic investigation of operating system logs

    Article • Digital Investigation, June 2019, Elsevier

    Professor Ferdous Sohel

  70. Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection

    Article • IEEE Transactions on Multimedia, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  71. An Improved Approach to Weakly Supervised Semantic Segmentation

    Article • May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  72. A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection

    Article • Circuits Systems and Signal Processing, March 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  73. Automatic Graph-Based Clustering for Security Logs

    Article • March 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  74. Machine learning‐based prediction of heart failure readmission or death: implications of choosing the right model and the right metrics

    Article • ESC Heart Failure, February 2019, Wiley

    Professor Ferdous Sohel

  75. Enhancing Semantic Word Representations by Embedding Deep Word Relationships

    Article • February 2019, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  76. Deep Image Representations for Coral Image Classification

    Article • IEEE Journal of Oceanic Engineering, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Robert Fisher, Professor Ferdous Sohel

  77. NormalNet: A voxel-based CNN for 3D object classification and retrieval

    Article • Neurocomputing, January 2019, Elsevier

    Professor Ferdous Sohel

  78. Attention-Based Image Captioning Using DenseNet Features

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  79. Body Detection in Spectator Crowd Images Using Partial Heads

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  80. Deep Learning for Marine Species Recognition

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  81. Deep Learning for Scene Understanding

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  82. Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  83. Enhanced Transfer Learning with ImageNet Trained Classification Layer

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  84. Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  85. Learning-Based Confidence Estimation for Multi-modal Classifier Fusion

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  86. MON: Multiple Output Neurons

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  87. Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study

    Article • Journal of Artificial Societies and Social Simulation, January 2019, Journal of Artificial Societies and Social Simulation

    Professor Ferdous Sohel

  88. WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  89. Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  90. Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  91. Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  92. A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  93. Exploiting layerwise convexity of rectifier networks with sign constrained weights

    Article • Neural Networks, September 2018, Elsevier

    Professor Ferdous Sohel

  94. Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features

    Article • Pattern Recognition, September 2018, Elsevier

    Professor Ferdous Sohel

  95. Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

    Article • IEEE Transactions on Neural Networks and Learning Systems, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  96. Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction

    Article • IEEE Transactions on Multimedia, July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  97. Local Binary Pattern with Random Forest for Acoustic Scene Classification

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  98. Learning Clip Representations for Skeleton-Based 3D Action Recognition

    Article • IEEE Transactions on Image Processing, June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  99. Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  100. Confidence Based Acoustic Event Detection

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  101. Machine learning in heart failure

    Article • Current Opinion in Cardiology, March 2018, Wolters Kluwer Health

    Professor Ferdous Sohel

  102. Consumer Perceptions in the Adoption of the Electronic Health Records in Australia: A Pilot Study

    Article • January 2018, UTS ePress

    Professor Ferdous Sohel

  103. Identity Adaptation for Person Re-Identification

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  104. Scale space clustering evolution for salient region detection on 3D deformable shapes

    Article • Pattern Recognition, November 2017, Elsevier

    Professor Ferdous Sohel

  105. Resfeats: Residual network based features for image classification

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  106. Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection

    Article • August 2017, International Speech Communication Association

    Professor Ferdous Sohel

  107. A New Representation of Skeleton Sequences for 3D Action Recognition

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  108. Efficient Image Set Classification Using Linear Regression Based Image Reconstruction

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  109. Random forest classification based acoustic event detection

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  110. Random forest regression based acoustic event detection with bottleneck features

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  111. A Novel Fusion Method for Forward-Looking Sonar Image Mosaic

    Article • IET Radar Sonar & Navigation, June 2017, the Institution of Engineering and Technology (the IET)

    Professor Ferdous Sohel

  112. Discriminative feature learning and region consistency activation for robust scene labeling

    Article • Neurocomputing, June 2017, Elsevier

    Professor Ferdous Sohel

  113. Graph clustering and anomaly detection of access control log for forensic purposes

    Article • Digital Investigation, June 2017, Elsevier

    Professor Ferdous Sohel

  114. RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests

    Article • IEEE Transactions on Robotics, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  115. SkeletonNet: Mining Deep Part Features for 3-D Action Recognition

    Article • IEEE Signal Processing Letters, June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  116. A usability evaluation of Neuromender's upper limb game-based rehabilitation system for stroke survivors

    Article • April 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Xuequn Wang, Professor Ferdous Sohel

  117. Enhanced LBP texture features from time frequency representations for acoustic scene classification

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  118. A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data

    Article • IEEE Transactions on Multimedia, February 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  119. Multi-level Search of a Knowledgebase for Semantic Parsing

    Article • January 2017, Springer Science + Business Media

    Professor Ferdous Sohel

  120. Reinforced Memory Network for Question Answering

    Article • January 2017, Springer Science + Business Media

    Professor Ferdous Sohel

  121. Audio-visual biometric recognition via joint sparse representations

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  122. EI3D: Expression-invariant 3D face recognition based on feature and shape matching

    Article • Pattern Recognition Letters, November 2016, Elsevier

    Professor Ferdous Sohel

  123. Automatic annotation of coral reefs using deep learning

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  124. Coral classification with hybrid feature representations

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  125. Forward-looking sonar image registration using polar transform

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  126. A Discriminative Representation of Convolutional Features for Indoor Scene Recognition

    Article • IEEE Transactions on Image Processing, July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  127. Simultaneous dense scene reconstruction and object labeling

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  128. Automatic Shadow Detection and Removal from a Single Image

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  129. Heat propagation contours for 3D non-rigid shape analysis

    Article • March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  130. Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

  131. Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

  132. Human Interaction Prediction Using Deep Temporal Features

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

  133. Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  134. Unsupervised segmentation of unknown objects in complex environments

    Article • Autonomous Robots, September 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  135. A deep neural network for audio-visual person recognition

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  136. Discriminative feature learning for efficient RGB-D object recognition

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  137. Outdoor scene labelling with learned features and region consistency activation

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  138. Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images

    Article • International Journal of Computer Vision, July 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  139. Separating objects and clutter in indoor scenes

    Article • June 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  140. Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  141. A Comprehensive Performance Evaluation of 3D Local Feature Descriptors

    Article • International Journal of Computer Vision, April 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  142. An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds

    Article • IEEE Transactions on Instrumentation and Measurement, March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  143. A novel local surface feature for 3D object recognition under clutter and occlusion

    Article • Information Sciences, February 2015, Elsevier

    Professor Ferdous Sohel

  144. A confidence-based late fusion framework for audio-visual biometric identification

    Article • Pattern Recognition Letters, January 2015, Elsevier

    Professor Ferdous Sohel

  145. Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition

    Article • January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  146. Performance Evaluation of 3D Local Feature Descriptors

    Article • January 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  147. Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

    Article • January 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  148. 3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  149. A model-free approach for the segmentation of unknown objects

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  150. An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling

    Article • IEEE Transactions on Multimedia, August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  151. Automatic Feature Learning for Robust Shadow Detection

    Article • June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  152. Quantitative Error Analysis of Bilateral Filtering

    Article • IEEE Signal Processing Letters, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  153. Geometry Driven Semantic Labeling of Indoor Scenes

    Article • January 2014, Springer Science + Business Media

    Professor Ferdous Sohel

  154. Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects

    Article • January 2014, Springer Science + Business Media

    Professor Ferdous Sohel

  155. An efficient reliability estimation technique for audio-visual person identification

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  156. Integrating shape and color cues for textured 3D object recognition

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  157. Real-time pose estimation of rigid objects using RGB-D imagery

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  158. Rotational Projection Statistics for 3D Local Surface Description and Object Recognition

    Article • International Journal of Computer Vision, April 2013, Springer Science + Business Media

    Professor Ferdous Sohel

  159. Linear Regression-based Classifier for audio visual person identification

    Article • February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  160. RoPS: A local feature descriptor for 3D rigid objects based on rotational projection statistics

    Article • February 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  161. 3D free form object recognition using rotational projection statistics

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  162. A low cost 3D markerless system for the reconstruction of athletic techniques

    Article • January 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  163. Sliding-Window Designs for Vertex-Based Shape Coding

    Article • IEEE Transactions on Multimedia, June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  164. Geometric distortion measurement for shape coding

    Article • ACM Computing Surveys, October 2011, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  165. Robust pose invariant shape-based hand recognition

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  166. Spatial shape error concealment utilising image texture

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  167. Bezier curve-based generic shape encoder

    Article • IET Image Processing, January 2010, the Institution of Engineering and Technology (the IET)

    Professor Ferdous Sohel

  168. Image Dependent Spatial Shape Error Concealment for Multiple Shapes

    Article • November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  169. Distortion measurement using arc-length-parameterisation within a vertex-based shape coding framework

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  170. Dynamic Bezier curves for variable rate-distortion

    Article • Pattern Recognition, October 2008, Elsevier

    Professor Ferdous Sohel

  171. Image-dependent spatial shape-error concealment

    Article • October 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  172. Quasi-Bezier curves integrating localised information

    Article • Pattern Recognition, February 2008, Elsevier

    Professor Ferdous Sohel

  173. New Dynamic Enhancements to the Vertex-Based Rate-Distortion Optimal Shape Coding Framework

    Article • IEEE Transactions on Circuits and Systems for Video Technology, October 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  174. Fast Distortion Measurement Using Chord-Length Parameterization Within the Vertex-Based Rate-Distortion Optimal Shape Coding Framework

    Article • IEEE Signal Processing Letters, February 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  175. Bezier Curve-Based Character Descriptor Considering Shape Information

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  176. Variable Width Admissible Control Point Band for Vertex Based Operational-Rate-Distortion Optimal Shape Coding Algorithms

    Article • October 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  177. Accurate distortion measurement for generic shape coding

    Article • Pattern Recognition Letters, January 2006, Elsevier

    Professor Ferdous Sohel

  178. Dynamic Sliding Window Width Selection Strategies for Rate-Distortion Optimal Vertex-Based Shape Coding Algorithms

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  179. A Novel Half-Way Shifting Bezier Curve Model

    Article • November 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  180. A dynamic Bezier curve model

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  181. An Improved Shape Descriptor Using Bezier Curves

    Article • January 2005, Springer Science + Business Media

    Professor Ferdous Sohel

  182. Video Coding for Mobile Communications

    Article • IGI Global

    Professor Ferdous Sohel

  183. Enhanced Bezier Curve Models Incorporating Local Information

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel