All Stories

  1. Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention

    Article • August 2026, ACM (Association for Computing Machinery)

    Professor Ferdous Sohel

  2. A computational learning pipeline for glaucoma progression detection based on the prediction of visual field changes from fundus photographs

    Article • Expert Systems with Applications, March 2026, Elsevier

    Professor Ferdous Sohel

  3. Towards building robust models for unimodal and multimodal medical imaging data

    Article • Information Fusion, March 2026, Elsevier

    Professor Ferdous Sohel

  4. QTopic: A novel quantum perspective on learning topics from text

    Article • Neurocomputing, March 2026, Elsevier

    Professor Ferdous Sohel

  5. A semi-supervised approach for classifying insect developmental phases from repurposed IP102

    Article • Computers and Electronics in Agriculture, February 2026, Elsevier

    Professor Ferdous Sohel

  6. Automatic pixel-level annotation for plant disease severity estimation

    Article • Computers and Electronics in Agriculture, February 2026, Elsevier

    Professor Ferdous Sohel

  7. Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes

    Article • Complex & Intelligent Systems, December 2025, Springer Science + Business Media

    Professor Ferdous Sohel

  8. Conditional plane-based multi-scene representation for novel view synthesis

    Article • Neurocomputing, December 2025, Elsevier

    Professor Ferdous Sohel

  9. Deep learning-based analysis of insect life stages using a repurposed dataset

    Article • Ecological Informatics, December 2025, Elsevier

    Professor Ferdous Sohel

  10. Enhanced concrete crack segmentation with MSMC-U-Net: integrating multiscale features and contextual analysis for infrastructure safety

    Article • Expert Systems with Applications, December 2025, Elsevier

    Professor Ferdous Sohel

  11. An infrared multi-object tracking method for automatic circadian behavior analysis of adult Tuta absoluta

    Article • Smart Agricultural Technology, December 2025, Elsevier

    Professor Ferdous Sohel

  12. 3D-CDNeT: Cross-domain learning with enhanced speed and robustness for point cloud recognition

    Article • Neurocomputing, October 2025, Elsevier

    Professor Ferdous Sohel

  13. GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction

    Article • Computer Graphics Forum, October 2025, Wiley

    Professor Ferdous Sohel

  14. VimGeo: An Efficient Visual Model for Cross-View Geo-Localization

    Article • Electronics, September 2025, MDPI AG

    Professor Ferdous Sohel

  15. Analytical quality control in targeted lipidomics: Evaluating the performance of commercial plasma as a surrogate for pooled study samples

    Article • Analytica Chimica Acta, September 2025, Elsevier

    Professor Ferdous Sohel

  16. Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ

    Article • Internet of Things, September 2025, Elsevier

    Professor Ferdous Sohel

  17. Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation

    Article • IEEE Transactions on Neural Networks and Learning Systems, March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  18. A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery

    Article • Computers and Electronics in Agriculture, February 2025, Elsevier

    Professor Ferdous Sohel

  19. Morphology-based weed type recognition using Siamese network

    Article • European Journal of Agronomy, February 2025, Elsevier

    Professor Ferdous Sohel

  20. Unsupervised Anomaly Detection for Improving Adversarial Robustness of 3D Object Detection Models

    Article • Electronics, January 2025, MDPI AG

    Professor Ferdous Sohel

  21. Black-box Explainability-Guided Adversarial Attack For 3D Object Tracking

    Article • IEEE Transactions on Circuits and Systems for Video Technology, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  22. Dual-Phase Framework for Few-Shot Hyperspectral Image Classification with Spatiospectral Masked Autoencoder and Episode Training

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  23. Hierarchical Wavelet Decomposition Network for Water-Related Optical Image Enhancement

    Article • IEEE Journal of Oceanic Engineering, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  24. Multiscale guided attention network for optic disc segmentation of retinal images

    Article • Computer Methods and Programs in Biomedicine Update, January 2025, Elsevier

    Professor Ferdous Sohel

  25. RSUIA: Dynamic No-Reference Underwater Image Assessment via Reinforcement Sequences

    Article • IEEE Transactions on Multimedia, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  26. Multi-Modal Stream Focusing Salient Object Detection based on Visible-Infrared Complementary Fusion

    Article • IEEE Transactions on Instrumentation and Measurement, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  27. Deep learning for 3D object recognition: A survey

    Article • Neurocomputing, December 2024, Elsevier

    Professor Ferdous Sohel

  28. Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection

    Article • Remote Sensing, November 2024, MDPI AG

    Professor Ferdous Sohel

  29. A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures

    Article • November 2024, Springer Science + Business Media

    Professor Ferdous Sohel

  30. Barley disease recognition using deep neural networks

    Article • European Journal of Agronomy, November 2024, Elsevier

    Professor Ferdous Sohel

  31. Collectively advancing deep learning for animal detection in drone imagery: Successes, challenges, and research gaps

    Article • Ecological Informatics, November 2024, Elsevier

    Professor Ferdous Sohel

  32. Adaptive variational decomposition for water-related optical image enhancement

    Article • ISPRS Journal of Photogrammetry and Remote Sensing, October 2024, Elsevier

    Professor Ferdous Sohel

  33. Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection

    Article • Sensors, August 2024, MDPI AG

    Professor Ferdous Sohel

  34. 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

  35. Early frost detection in wheat using machine learning from vertical temperature distributions

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

    Professor Ferdous Sohel

  36. An ensembled method for predicting dissolved oxygen level in aquaculture environment

    Article • Ecological Informatics, May 2024, Elsevier

    Professor Ferdous Sohel

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

    Article • Internet of Things, April 2024, Elsevier

    Professor Ferdous Sohel

  38. LoRa localisation using single mobile gateway

    Article • Computer Communications, April 2024, Elsevier

    Professor Ferdous Sohel

  39. Plant disease recognition in a low data scenario using few-shot learning

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

    Professor Ferdous Sohel

  40. 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

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

    Article • Crop Protection, March 2024, Elsevier

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  43. A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement

    Article • IEEE Transactions on Multimedia, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel

  44. Conditional Plane-Based Multi-Scene Representation for Novel View Synthesis

    Article • January 2024, Elsevier

    Professor Ferdous Sohel

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

    Article • Visual Intelligence, December 2023, Tsinghua University Press

    Professor Ferdous Sohel

  46. Image patch-based deep learning approach for crop and weed recognition

    Article • Ecological Informatics, December 2023, Elsevier

    Professor Ferdous Sohel

  47. Development and internal validation of machine learning–based models and external validation of existing risk scores for outcome prediction in patients with ischaemic stroke

    Article • European Heart Journal - Digital Health, November 2023, Oxford University Press (OUP)

    Professor Ferdous Sohel

  48. 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

  49. Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation

    Article • Pattern Recognition, October 2023, Elsevier

    Professor Ferdous Sohel

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

    Article • European Journal of Agronomy, September 2023, Elsevier

    Professor Ferdous Sohel

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

    Article • Information Processing in Agriculture, September 2023, Elsevier

    Professor Ferdous Sohel

  52. An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec

    Article • August 2023, International Speech Communication Association

    Professor Ferdous Sohel

  53. 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

  54. 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

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

    Article • PLOS One, June 2023, PLOS

    Professor Ferdous Sohel

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

    Article • Information Processing in Agriculture, June 2023, Elsevier

    Professor Ferdous Sohel

  57. Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function

    Article • Neurocomputing, June 2023, Elsevier

    Professor Ferdous Sohel

  58. Lambing event detection using deep learning from accelerometer data

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

    Professor Ferdous Sohel

  59. 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

  60. An artificial intelligence approach for predicting death or organ failure after hospitalization for COVID-19: development of a novel risk prediction tool and comparisons with ISARIC-4C, CURB-65, qSOFA, and MEWS scoring systems

    Article • Respiratory Research, March 2023, Springer Science + Business Media

    Professor Ferdous Sohel

  61. Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset

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

    Professor Ferdous Sohel

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

    Article • Energies, December 2022, MDPI AG

    Professor Ferdous Sohel

  63. Automatic and fast classification of barley grains from images: A deep learning approach

    Article • Smart Agricultural Technology, December 2022, Elsevier

    Professor Ferdous Sohel

  64. 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

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

    Article • Remote Sensing, August 2022, MDPI AG

    Professor Ferdous Sohel

  66. 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

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

    Article • Neurocomputing, February 2022, Elsevier

    Professor Ferdous Sohel

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

    Article • Pattern Recognition, February 2022, Elsevier

    Professor Ferdous Sohel

  74. 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

  75. 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

  76. Anomaly detection in a forensic timeline with deep autoencoders

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

    Professor Ferdous Sohel

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

    Article • Neurocomputing, November 2021, Elsevier

    Professor Ferdous Sohel

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

    Article • Information Sciences, November 2021, Elsevier

    Professor Ferdous Sohel

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

    Article • Neurocomputing, October 2021, Elsevier

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  81. 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

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

    Article • Neurocomputing, September 2021, Elsevier

    Professor Ferdous Sohel

  83. 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

  84. 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

  85. 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

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

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

    Professor Ferdous Sohel

  87. Machine Learning Based Prediction Model for Using Non-steroidal Anti-inflammatory Drugs on Risk of Adverse Events

    Article • January 2021, Research Square

    Professor Ferdous Sohel

  88. 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

  89. Atrous convolutional feature network for weakly supervised semantic segmentation

    Article • Neurocomputing, January 2021, Elsevier

    Professor Ferdous Sohel

  90. 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

  91. 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

  92. Text to Image Synthesis for Improved Image Captioning

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

    Professor Ferdous Sohel

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

    Article • Optik, October 2020, Elsevier

    Professor Ferdous Sohel

  94. 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

  95. 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

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  98. 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

  99. Automatic Event Log Abstraction to Support Forensic Investigation

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

    Professor Ferdous Sohel

  100. Automatic Hierarchical Classification of Kelps Using Deep Residual Features

    Article • Sensors, January 2020, MDPI AG

    Robert Fisher, Professor Ferdous Sohel

  101. 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

  102. 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

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

    Article • January 2020, Springer Science + Business Media

    Professor Ferdous Sohel

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

    Article • Image and Vision Computing, January 2020, Elsevier

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  106. Sentiment Analysis in a Forensic Timeline With Deep Learning

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

    Professor Ferdous Sohel

  107. 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

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel, Dr Xuequn Wang

  111. A Comprehensive Survey of Deep Learning for Image Captioning

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

    Professor Ferdous Sohel

  112. Automatic detection of Western rock lobster using synthetic data

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

    Professor Ferdous Sohel

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

    Article • Computer Aided Geometric Design, October 2019, Elsevier

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  115. Language Modeling through Long-Term Memory Network

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

    Professor Ferdous Sohel

  116. 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

  117. A survey on forensic investigation of operating system logs

    Article • Digital Investigation, June 2019, Elsevier

    Professor Ferdous Sohel

  118. 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

  119. An Improved Approach to Weakly Supervised Semantic Segmentation

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

    Professor Ferdous Sohel

  120. 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

  121. Automatic Graph-Based Clustering for Security Logs

    Article • March 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  122. 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

  123. Enhancing Semantic Word Representations by Embedding Deep Word Relationships

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

    Professor Ferdous Sohel

  124. 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

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

    Article • Neurocomputing, January 2019, Elsevier

    Professor Ferdous Sohel

  126. Attention-Based Image Captioning Using DenseNet Features

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  127. Body Detection in Spectator Crowd Images Using Partial Heads

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  128. Deep Learning for Marine Species Recognition

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  129. Deep Learning for Scene Understanding

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  130. 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

  131. Enhanced Transfer Learning with ImageNet Trained Classification Layer

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

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

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

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

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  134. MON: Multiple Output Neurons

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

  135. 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

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

    Article • January 2019, Springer Science + Business Media

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  139. 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

  140. 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

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

    Article • Neural Networks, September 2018, Elsevier

    Professor Ferdous Sohel

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

    Article • Pattern Recognition, September 2018, Elsevier

    Professor Ferdous Sohel

  143. 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

  144. 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

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

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

    Professor Ferdous Sohel

  146. 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

  147. 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

  148. Confidence Based Acoustic Event Detection

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

    Professor Ferdous Sohel

  149. Machine learning in heart failure

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

    Professor Ferdous Sohel

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

    Article • January 2018, UTS ePress

    Professor Ferdous Sohel, Dr Xuequn Wang

  151. Identity Adaptation for Person Re-Identification

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

    Professor Ferdous Sohel

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

    Article • Pattern Recognition, November 2017, Elsevier

    Professor Ferdous Sohel

  153. Resfeats: Residual network based features for image classification

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

    Professor Ferdous Sohel

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

    Article • August 2017, International Speech Communication Association

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  157. Random forest classification based acoustic event detection

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  159. 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

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

    Article • Neurocomputing, June 2017, Elsevier

    Professor Ferdous Sohel

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

    Article • Digital Investigation, June 2017, Elsevier

    Professor Ferdous Sohel

  162. 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

  163. 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

  164. 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

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

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

    Professor Ferdous Sohel

  166. 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

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

    Article • January 2017, Springer Science + Business Media

    Professor Ferdous Sohel

  168. Reinforced Memory Network for Question Answering

    Article • January 2017, Springer Science + Business Media

    Professor Ferdous Sohel

  169. Audio-visual biometric recognition via joint sparse representations

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

    Professor Ferdous Sohel

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

    Article • Pattern Recognition Letters, November 2016, Elsevier

    Professor Ferdous Sohel

  171. Automatic annotation of coral reefs using deep learning

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

    Professor Ferdous Sohel

  172. Coral classification with hybrid feature representations

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

    Professor Ferdous Sohel

  173. Forward-looking sonar image registration using polar transform

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

    Professor Ferdous Sohel

  174. 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

  175. Simultaneous dense scene reconstruction and object labeling

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

    Professor Ferdous Sohel

  176. 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

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

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

    Professor Ferdous Sohel

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

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

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

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

  180. Human Interaction Prediction Using Deep Temporal Features

    Article • January 2016, Springer Science + Business Media

    Professor Ferdous Sohel

  181. Contractive Rectifier Networks for Nonlinear Maximum Margin Classification

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

    Professor Ferdous Sohel

  182. Unsupervised segmentation of unknown objects in complex environments

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  186. 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

  187. Separating objects and clutter in indoor scenes

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  190. 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

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

    Article • Information Sciences, February 2015, Elsevier

    Professor Ferdous Sohel

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

    Article • Pattern Recognition Letters, January 2015, Elsevier

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  194. Performance Evaluation of 3D Local Feature Descriptors

    Article • January 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  195. Sign Constrained Rectifier Networks with Applications to Pattern Decompositions

    Article • January 2015, Springer Science + Business Media

    Professor Ferdous Sohel

  196. 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

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

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

    Professor Ferdous Sohel

  198. 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

  199. Automatic Feature Learning for Robust Shadow Detection

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

    Professor Ferdous Sohel

  200. Quantitative Error Analysis of Bilateral Filtering

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

    Professor Ferdous Sohel

  201. Geometry Driven Semantic Labeling of Indoor Scenes

    Article • January 2014, Springer Science + Business Media

    Professor Ferdous Sohel

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

    Article • January 2014, Springer Science + Business Media

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  206. 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

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

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

    Professor Ferdous Sohel

  208. 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

  209. 3D free form object recognition using rotational projection statistics

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

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

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

    Professor Ferdous Sohel

  212. Geometric distortion measurement for shape coding

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

    Professor Ferdous Sohel

  213. Robust pose invariant shape-based hand recognition

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

    Professor Ferdous Sohel

  214. Spatial shape error concealment utilising image texture

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

    Professor Ferdous Sohel

  215. Bezier curve-based generic shape encoder

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

    Professor Ferdous Sohel

  216. Image Dependent Spatial Shape Error Concealment for Multiple Shapes

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

    Professor Ferdous Sohel

  217. 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

  218. Dynamic Bezier curves for variable rate-distortion

    Article • Pattern Recognition, October 2008, Elsevier

    Professor Ferdous Sohel

  219. Image-dependent spatial shape-error concealment

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

    Professor Ferdous Sohel

  220. Quasi-Bezier curves integrating localised information

    Article • Pattern Recognition, February 2008, Elsevier

    Professor Ferdous Sohel

  221. 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

  222. 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

  223. Bezier Curve-Based Character Descriptor Considering Shape Information

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

    Professor Ferdous Sohel

  224. 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

  225. Accurate distortion measurement for generic shape coding

    Article • Pattern Recognition Letters, January 2006, Elsevier

    Professor Ferdous Sohel

  226. 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

  227. A Novel Half-Way Shifting Bezier Curve Model

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

    Professor Ferdous Sohel

  228. A dynamic Bezier curve model

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

    Professor Ferdous Sohel

  229. An Improved Shape Descriptor Using Bezier Curves

    Article • January 2005, Springer Science + Business Media

    Professor Ferdous Sohel

  230. Video Coding for Mobile Communications

    Article • IGI Global

    Professor Ferdous Sohel

  231. Enhanced Bezier Curve Models Incorporating Local Information

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Ferdous Sohel