Mohammed Bennamoun

Orcid: 0000-0002-6603-3257

Affiliations:
  • University of Western Australia, School of Computer Science and Software Engineering, Perth, WA, USA
  • Queensland University of Technology, Space Centre for Satellite Navigation, Brisbane, QLD, Australia (PhD 1996)
  • Queen's University, Kingston, ON, Canada (former)


According to our database1, Mohammed Bennamoun authored at least 443 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
3D Brain and Heart Volume Generative Models: A Survey.
ACM Comput. Surv., June, 2024

Spatio-Temporal Graph Representation Learning for Fraudster Group Detection.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

A Systematic Collection of Medical Image Datasets for Deep Learning.
ACM Comput. Surv., May, 2024

Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning.
IEEE Trans. Ind. Informatics, April, 2024

3D Face Recognition: Two Decades of Progress and Prospects.
ACM Comput. Surv., March, 2024

Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense.
Pattern Recognit., January, 2024

Scene Graph Generation: A comprehensive survey.
Neurocomputing, January, 2024

Region Aware Video Object Segmentation With Deep Motion Modeling.
IEEE Trans. Image Process., 2024

Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation.
Eng. Appl. Artif. Intell., 2024

Language Model Guided Interpretable Video Action Reasoning.
CoRR, 2024

Towards Temporally Consistent Referring Video Object Segmentation.
CoRR, 2024

Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation.
CoRR, 2024

Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.
CoRR, 2024

Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review.
CoRR, 2024

Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion Approach.
CoRR, 2024

Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security.
IEEE Access, 2024

2023
Position and structure-aware graph learning.
Neurocomputing, November, 2023

Spiking neural networks for frame-based and event-based single object localization.
Neurocomputing, November, 2023

B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images.
IEEE Robotics Autom. Lett., October, 2023

Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation.
Pattern Recognit., October, 2023

Deep learning model to predict exercise stress test results: Optimizing the diagnostic test selection strategy and reduce wastage in suspected coronary artery disease patients.
Comput. Methods Programs Biomed., October, 2023

Inflating 2D convolution weights for efficient generation of 3D medical images.
Comput. Methods Programs Biomed., October, 2023

Multi-stage information diffusion for joint depth and surface normal estimation.
Pattern Recognit., September, 2023

Training Spiking Neural Networks Using Lessons From Deep Learning.
Proc. IEEE, September, 2023

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation.
Neural Comput. Appl., September, 2023

HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Untrained Neural Network Priors for Inverse Imaging Problems: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Cascaded structure tensor for robust baggage threat detection.
Neural Comput. Appl., May, 2023

Segmentation of Sandplain Lupin Weeds from Morphologically Similar Narrow-Leafed Lupins in the Field.
Remote. Sens., April, 2023

Multi-Kernel Fusion for RBF Neural Networks.
Neural Process. Lett., April, 2023

MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Human Action Recognition From Various Data Modalities: A Review.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Unsupervised anomaly instance segmentation for baggage threat recognition.
J. Ambient Intell. Humaniz. Comput., March, 2023

Active-Passive SimStereo.
Dataset, February, 2023

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification.
ACM Trans. Multim. Comput. Commun. Appl., January, 2023

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
IEEE Trans. Image Process., 2023

A Lie algebra representation for efficient 2D shape classification.
Pattern Recognit., 2023

4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Robust monocular 3D face reconstruction under challenging viewing conditions.
Neurocomputing, 2023

HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts.
CoRR, 2023

RFI Detection with Spiking Neural Networks.
CoRR, 2023

UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene.
CoRR, 2023

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art.
CoRR, 2023

Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients.
CoRR, 2023

MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation.
CoRR, 2023

A Bibliometric Review of Neuromorphic Computing and Spiking Neural Networks.
CoRR, 2023

Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment.
CoRR, 2023

A novel quantum calculus-based complex least mean square algorithm (q-CLMS).
Appl. Intell., 2023

Biometrics recognition using deep learning: a survey.
Artif. Intell. Rev., 2023

UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Reinforced Learning for Label-Efficient 3D Face Reconstruction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Highly Imbalanced Baggage Threat Classification.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Context-Aware Transformers for Weakly Supervised Baggage Threat Localization.
Proceedings of the IEEE International Conference on Image Processing, 2023

Spectrum-guided Multi-granularity Referring Video Object Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

VAPCNet: Viewpoint-Aware 3D Point Cloud Completion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Extended Expectation Maximization for Under-Fitted Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images.
Proceedings of the 11th European Workshop on Visual Information Processing, 2023

Deep Bayesian Image Set Classification Approach for Defense against Adversarial Attacks.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
OVOS Occluded Video Object Segmentation dataset.
Dataset, July, 2022

A Practical Tutorial on Graph Neural Networks.
ACM Comput. Surv., January, 2022

Analysis and Variants of Broad Learning System.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Probability-Based Framework to Fuse Temporal Consistency and Semantic Information for Background Segmentation.
IEEE Trans. Multim., 2022

Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification.
IEEE Trans. Image Process., 2022

Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction.
IEEE Trans. Image Process., 2022

Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization.
IEEE Trans. Image Process., 2022

ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation.
IEEE Trans. Inf. Forensics Secur., 2022

SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification.
Remote. Sens., 2022

A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Attack to Fool and Explain Deep Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

MEDAS: an open-source platform as a service to help break the walls between medicine and informatics.
Neural Comput. Appl., 2022

Tensor pooling-driven instance segmentation framework for baggage threat recognition.
Neural Comput. Appl., 2022

A reinforcement learning-based approach for imputing missing data.
Neural Comput. Appl., 2022

Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30].
Neurocomputing, 2022

A comparative study on optical flow for facial expression analysis.
Neurocomputing, 2022

Deep learning for 3D vision.
IET Comput. Vis., 2022

Deep-learning-based solution for data deficient satellite image segmentation.
Expert Syst. Appl., 2022

Robust real-world point cloud registration by inlier detection.
Comput. Vis. Image Underst., 2022

Physics-guided deep learning for data scarcity.
CoRR, 2022

Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision.
CoRR, 2022

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification.
CoRR, 2022

Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization.
CoRR, 2022

A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance.
CoRR, 2022

CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation.
CoRR, 2022

Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting.
CoRR, 2022

Scene Graph Generation: A Comprehensive Survey.
CoRR, 2022

Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users.
IEEE Comput. Intell. Mag., 2022

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, 2022

Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Transformers for Imbalanced Baggage Threat Recognition.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2022

Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Adversary Distillation for One-Shot Attacks on 3D Target Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images.
IEEE Trans. Medical Imaging, 2021

DFraud³: Multi-Component Fraud Detection Free of Cold-Start.
IEEE Trans. Inf. Forensics Secur., 2021

Similarity Based Block Sparse Subset Selection for Video Summarization.
IEEE Trans. Circuits Syst. Video Technol., 2021

Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection.
Remote. Sens., 2021

Quantitative performance evaluation of object detectors in hazy environments.
Pattern Recognit. Lett., 2021

Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Deep Learning for 3D Point Clouds: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

U-net based analysis of MRI for Alzheimer's disease diagnosis.
Neural Comput. Appl., 2021

Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis.
J. Circuits Syst. Comput., 2021

Real time surveillance for low resolution and limited data scenarios: An image set classification approach.
Inf. Sci., 2021

Atrous convolutional feature network for weakly supervised semantic segmentation.
Neurocomputing, 2021

Progressive conditional GAN-based augmentation for 3D object recognition.
Neurocomputing, 2021

Imputation of missing data with class imbalance using conditional generative adversarial networks.
Neurocomputing, 2021

COTReg: Coupled Optimal Transport based Point Cloud Registration.
CoRR, 2021

Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
CoRR, 2021

Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching.
CoRR, 2021

Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network.
CoRR, 2021

Social Fraud Detection Review: Methods, Challenges and Analysis.
CoRR, 2021

Deep Bayesian Image Set Classification: A Defence Approach against Adversarial Attacks.
CoRR, 2021

q-RBFNN: A Quantum Calculus-based RBF Neural Network.
CoRR, 2021

Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes?
Comput. Methods Programs Biomed., 2021

Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj.
IEEE Access, 2021

Text to Image Synthesis for Improved Image Captioning.
IEEE Access, 2021

SubICap: Towards Subword-informed Image Captioning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Growth and evolution of deep neural networks from gene regulatory networks.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Redundancy and Attention in Convolutional LSTM for Gesture Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020

Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation.
IEEE Trans. Medical Imaging, 2020

Learning Latent Global Network for Skeleton-Based Action Prediction.
IEEE Trans. Image Process., 2020

Automatic Hierarchical Classification of Kelps Using Deep Residual Features.
Sensors, 2020

Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats.
Sensors, 2020

A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data.
Remote. Sens., 2020

Topology-learnable graph convolution for skeleton-based action recognition.
Pattern Recognit. Lett., 2020

Guest Editors' Introduction to the Special Issue on RGB-D Vision: Methods and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Color vision deficiency datasets & recoloring evaluation using GANs.
Multim. Tools Appl., 2020

ResFeats: Residual network based features for underwater image classification.
Image Vis. Comput., 2020

A Dataset of Pulmonary Lesions With Multiple-Level Attributes and Fine Contours.
Frontiers Digit. Health, 2020

Human Action Recognition from Various Data Modalities: A Review.
CoRR, 2020

A Practical Guide to Graph Neural Networks.
CoRR, 2020

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion.
CoRR, 2020

MeDaS: An open-source platform as service to help break the walls between medicine and informatics.
CoRR, 2020

GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation.
CoRR, 2020

DFraud3- Multi-Component Fraud Detection freeof Cold-start.
CoRR, 2020

Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation.
CoRR, 2020

Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans.
CoRR, 2020

Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation.
IEEE Access, 2020

Orthogonal Deep Models as Defense Against Black-Box Attacks.
IEEE Access, 2020

Structure-Feature based Graph Self-adaptive Pooling.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Leveraging Linguistically-aware Object Relations and NASNet for Image Captioning.
Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

Efficient Detection of Pixel-Level Adversarial Attacks.
Proceedings of the IEEE International Conference on Image Processing, 2020

Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach.
Proceedings of the IEEE International Conference on Image Processing, 2020

Efficient Scene Text Detection with Textual Attention Tower.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

WEmbSim: A Simple yet Effective Metric for Image Captioning.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Attack to Explain Deep Representation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Neural Representations of Natural Language
Studies in Computational Intelligence 783, Springer, ISBN: 978-981-13-0061-5, 2019

Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM.
IEEE Trans. Multim., 2019

Single image dehazing using deep neural networks.
Pattern Recognit. Lett., 2019

Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study.
J. Artif. Soc. Soc. Simul., 2019

NormalNet: A voxel-based CNN for 3D object classification and retrieval.
Neurocomputing, 2019

LCEval: Learned Composite Metric for Caption Evaluation.
Int. J. Comput. Vis., 2019

Automated segmentation of gravel particles from depth images of gravel-soil mixtures.
Comput. Geosci., 2019

Enhanced <i>q</i>-least Mean Square.
Circuits Syst. Signal Process., 2019

Robust Pose Invariant Shape and Texture based Hand Recognition.
CoRR, 2019

Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs.
CoRR, 2019

Biometric Recognition Using Deep Learning: A Survey.
CoRR, 2019

RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques.
CoRR, 2019

Hierarchical Classification of Kelps utilizing Deep Residual Features.
CoRR, 2019

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud.
CoRR, 2019

Label Universal Targeted Attack.
CoRR, 2019

Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements.
CoRR, 2019

Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey.
CoRR, 2019

Deep learning-based 3D local feature descriptor from Mercator projections.
Comput. Aided Geom. Des., 2019

Machine Learning Approaches for Prediction of Facial Rejuvenation Using Real and Synthetic Data.
IEEE Access, 2019

Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function.
Proceedings of the Image and Video Technology, 2019

Relationship Detection Based on Object Semantic Inference and Attention Mechanisms.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Coral Classification Using DenseNet and Cross-modality Transfer Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Learning-Based Confidence Estimation for Multi-modal Classifier Fusion.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Attention-Based Image Captioning Using DenseNet Features.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

An Improved Approach to Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Deep Learning for Marine Species Recognition.
Proceedings of the Handbook of Deep Learning Applications., 2019

Deep Learning for Scene Understanding.
Proceedings of the Handbook of Deep Learning Applications., 2019

Deep Learning for Driverless Vehicles.
Proceedings of the Handbook of Deep Learning Applications., 2019

2018
A Guide to Convolutional Neural Networks for Computer Vision
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01821-3, 2018

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data.
IEEE Trans. Neural Networks Learn. Syst., 2018

Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction.
IEEE Trans. Multim., 2018

Learning Clip Representations for Skeleton-Based 3D Action Recognition.
IEEE Trans. Image Process., 2018

RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Response to "Ghost Numbers".
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Exploiting layerwise convexity of rectifier networks with sign constrained weights.
Neural Networks, 2018

The most discriminant subbands for face recognition: A novel information-theoretic framework.
Int. J. Wavelets Multiresolution Inf. Process., 2018

Semantic scene completion with dense CRF from a single depth image.
Neurocomputing, 2018

Improved colour-to-grey method using image segmentation and colour difference model for colour vision deficiency.
IET Image Process., 2018

Efficient finer-grained incremental processing with MapReduce for big data.
Future Gener. Comput. Syst., 2018

A Fractional Gradient Descent-Based RBF Neural Network.
Circuits Syst. Signal Process., 2018

DataDeps.jl: Repeatable Data Setup for Replicable Data Science.
CoRR, 2018

Image Set Classification for Low Resolution Surveillance.
CoRR, 2018

Enhanced q-Least Mean Square.
CoRR, 2018

Improving Semantic Image Segmentation With a Probabilistic Superpixel-Based Dense Conditional Random Field.
IEEE Access, 2018

Evolutionary Feature Learning for 3-D Object Recognition.
IEEE Access, 2018

Identity Adaptation for Person Re-Identification.
IEEE Access, 2018

Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

Attention in Convolutional LSTM for Gesture Recognition.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Training-Free Mesh Upsampling and Morphing Technique for 3D Face Rejuvenation.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Reflective Field for Pixel-Level Tasks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

NNEval: Neural Network Based Evaluation Metric for Image Captioning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Finding Word Sense Embeddings of Known Meaning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

NovelPerspective: Identifying Point of View Characters.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

Learning-based Composite Metrics for Improved Caption Evaluation.
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop, 2018

Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests.
IEEE Trans. Robotics, 2017

A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data.
IEEE Trans. Multim., 2017

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2017

SkeletonNet: Mining Deep Part Features for 3-D Action Recognition.
IEEE Signal Process. Lett., 2017

A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition.
Speech Commun., 2017

Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation.
Pattern Recognit. Lett., 2017

Scale space clustering evolution for salient region detection on 3D deformable shapes.
Pattern Recognit., 2017

Keypoints-based surface representation for 3D modeling and 3D object recognition.
Pattern Recognit., 2017

Discriminative feature learning and region consistency activation for robust scene labeling.
Neurocomputing, 2017

Empowering Simple Binary Classifiers for Image Set Based Face Recognition.
Int. J. Comput. Vis., 2017

A Novel Adaptive Kernel for the RBF Neural Networks.
Circuits Syst. Signal Process., 2017

A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm.
CoRR, 2017

Learning Distributions of Meant Color.
CoRR, 2017

On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries.
CoRR, 2017

From Deep to Shallow: Transformations of Deep Rectifier Networks.
CoRR, 2017

Iris recognition using class-specific dictionaries.
Comput. Electr. Eng., 2017

Learning deep structured network for weakly supervised change detection.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

VP-FLMS: A Novel Variable Power Fractional LMS Algorithm.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Resfeats: Residual network based features for image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Learning Action Recognition Model from Depth and Skeleton Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Persistence-based Interest Point Detection for 3D Deformable Surface.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 1: GRAPP, Porto, Portugal, February 27, 2017

Efficient Image Set Classification Using Linear Regression Based Image Reconstruction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

A New Representation of Skeleton Sequences for 3D Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Learning on Underwater Marine Object Detection: A Survey.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition.
IEEE Trans. Image Process., 2016

A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification.
IEEE Trans. Image Process., 2016

EI3D: Expression-invariant 3D face recognition based on feature and shape matching.
Pattern Recognit. Lett., 2016

A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample.
Pattern Recognit., 2016

A spatio-temporal RBM-based model for facial expression recognition.
Pattern Recognit., 2016

Automatic Shadow Detection and Removal from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A novel feature representation for automatic 3D object recognition in cluttered scenes.
Neurocomputing, 2016

Iterative deep learning for image set based face and object recognition.
Neurocomputing, 2016

An RGB-D based image set classification for robust face recognition from Kinect data.
Neurocomputing, 2016

A semantic RBM-based model for image set classification.
Neurocomputing, 2016

Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images.
Int. J. Comput. Vis., 2016

A Comprehensive Performance Evaluation of 3D Local Feature Descriptors.
Int. J. Comput. Vis., 2016

Weakly Supervised Change Detection in a Pair of Images.
CoRR, 2016

Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction.
CoRR, 2016

Partial fingerprint indexing: a combination of local and reconstructed global features.
Concurr. Comput. Pract. Exp., 2016

Unsupervised segmentation of unknown objects in complex environments.
Auton. Robots, 2016

Heat propagation contours for 3D non-rigid shape analysis.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Simultaneous dense scene reconstruction and object labeling.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Audio-visual biometric recognition via joint sparse representations.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Coral classification with hybrid feature representations.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Human Interaction Prediction Using Deep Temporal Features.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Generating Bags of Words from the Sums of Their Word Embeddings.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds.
IEEE Trans. Instrum. Meas., 2015

A Low-Cost Implementation of a 360° Vision Distributed Aperture System.
IEEE Trans. Circuits Syst. Video Technol., 2015

Quantitative Error Analysis of Bilateral Filtering.
IEEE Signal Process. Lett., 2015

A confidence-based late fusion framework for audio-visual biometric identification.
Pattern Recognit. Lett., 2015

A novel 3D vorticity based approach for automatic registration of low resolution range images.
Pattern Recognit., 2015

A Curvelet-based approach for textured 3D face recognition.
Pattern Recognit., 2015

Deep Reconstruction Models for Image Set Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A novel local surface feature for 3D object recognition under clutter and occlusion.
Inf. Sci., 2015

Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data.
CoRR, 2015

A Unified Framework for Brain Segmentation in MR Images.
Comput. Math. Methods Medicine, 2015

Effect of prosthodontic planning on intercuspal occlusal contacts: Comparison of digital and conventional planning.
Comput. Biol. Medicine, 2015

Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis.
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015

Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification.
Proceedings of the Image and Video Technology - 7th Pacific-Rim Symposium, 2015

Sign Constrained Rectifier Networks with Applications to Pattern Decompositions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Automatic 3D face landmark localization based on 3D vector field analysis.
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

Discriminative feature learning for efficient RGB-D object recognition.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances?
Proceedings of the 32nd International Conference on Machine Learning, 2015

Outdoor scene labelling with learned features and region consistency activation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Contractive Rectifier Networks for Nonlinear Maximum Margin Classification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Extracting deep bottleneck features for visual speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Towards a Fully Automatic Markerless Motion Analysis System for the Estimation of Body Joint Kinematics with Application to Sport Analysis.
Proceedings of the GRAPP 2015, 2015

Separating objects and clutter in indoor scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A deep neural network for audio-visual person recognition.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

How Well Sentence Embeddings Capture Meaning.
Proceedings of the 20th Australasian Document Computing Symposium, 2015

2014
An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling.
IEEE Trans. Multim., 2014

An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition.
IEEE Trans. Affect. Comput., 2014

An efficient 3D face recognition approach using local geometrical signatures.
Pattern Recognit., 2014

3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Fingerprint Indexing Based on Combination of Novel Minutiae Triplet Features.
Proceedings of the Network and System Security - 8th International Conference, 2014

A model-free approach for the segmentation of unknown objects.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Confidence-based Rank-level Fusion for Audio-visual Person Identification System.
Proceedings of the ICPRAM 2014, 2014

A benchmark 3D fingerprint database.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Geometry Driven Semantic Labeling of Indoor Scenes.
Proceedings of the Computer Vision - ECCV 2014, 2014

Reverse Training: An Efficient Approach for Image Set Classification.
Proceedings of the Computer Vision - ECCV 2014, 2014

Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects.
Proceedings of the Computer Vision - ECCV 2014, 2014

Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Automatic Feature Learning for Robust Shadow Detection.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Learning Non-linear Reconstruction Models for Image Set Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Performance Evaluation of 3D Local Feature Descriptors.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video.
IEEE Trans. Image Process., 2013

Discriminative fusion of shape and appearance features for human pose estimation.
Pattern Recognit., 2013

An efficient 3D face recognition approach based on the fusion of novel local low-level features.
Pattern Recognit., 2013

Multibiometric human recognition using 3D ear and face features.
Pattern Recognit., 2013

Rotational Projection Statistics for 3D Local Surface Description and Object Recognition.
Int. J. Comput. Vis., 2013

A lip extraction algorithm using region-based ACM with automatic contour initialization.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

3D free form object recognition using rotational projection statistics.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

A low cost 3D markerless system for the reconstruction of athletic techniques.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Partial Fingerprint Reconstruction with Improved Smooth Extension.
Proceedings of the Network and System Security - 7th International Conference, 2013

3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

2012
Nature-Inspired Techniques in the Context of Fraud Detection.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Sliding-Window Designs for Vertex-Based Shape Coding.
IEEE Trans. Multim., 2012

Spatially Optimized Data-Level Fusion of Texture and Shape for Face Recognition.
IEEE Trans. Image Process., 2012

Robust regression for face recognition.
Pattern Recognit., 2012

On principal component analysis for high-dimensional XCSR.
Evol. Intell., 2012

On XCSR for electronic fraud detection.
Evol. Intell., 2012

Ontology learning from text: A look back and into the future.
ACM Comput. Surv., 2012

A review of recent advances in 3D ear- and expression-invariant face biometrics.
ACM Comput. Surv., 2012

A structured template based 3D face recognition approach.
Proceedings of the Image and Vision Computing New Zealand, 2012

Fully automatic face recognition from 3D videos.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Novel low level local features for 3D expression invariant face recognition.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition.
Proceedings of the 2012 5th International Conference on Human System Interactions, 2012

Discrimination comparison between audio and visual features.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Biometric security for mobile computing.
Secur. Commun. Networks, 2011

A training-free nose tip detection method from face range images.
Pattern Recognit., 2011

Illumination normalization of facial images by reversing the process of image formation.
Mach. Vis. Appl., 2011

Constructing specialised corpora through analysing domain representativeness of websites.
Lang. Resour. Evaluation, 2011

Efficient Detection and Recognition of 3D Ears.
Int. J. Comput. Vis., 2011

Geometric distortion measurement for shape coding: A contemporary review.
ACM Comput. Surv., 2011

A pitfall in fingerprint bio-cryptographic key generation.
Comput. Secur., 2011

Supervised particle filter for tracking 2D human pose in monocular video.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Nose Tip Detection and Tracking in 3D Video Sequences.
Proceedings of the GRAPP 2011, 2011

PCA for improving the performance of XCSF in classification of high-dimensional problems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Linear Regression for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Drift-correcting template update strategy for precision feature point tracking.
Image Vis. Comput., 2010

On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes.
Int. J. Comput. Vis., 2010

Sparse Representation for Speaker Identification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Probabilistic human pose recovery from 2D images.
Proceedings of the International Conference on Image Processing, 2010

On the problems of using learning classifier systems for fraud detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Localized fusion of Shape and Appearance features for 3D Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2010

Semi-supervised Neighborhood Preserving Discriminant Embedding: A Semi-supervised Subspace Learning Algorithm.
Proceedings of the Computer Vision - ACCV 2010, 2010

An HMM-SVM-Based Automatic Image Annotation Approach.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
An extension of min/max flow framework.
Image Vis. Comput., 2009

An Expression Deformation Approach to Non-rigid 3D Face Recognition.
Int. J. Comput. Vis., 2009

A probabilistic framework for automatic term recognition.
Intell. Data Anal., 2009

Image Dependent Spatial Shape Error Concealment for Multiple Shapes.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Face identification using linear regression.
Proceedings of the International Conference on Image Processing, 2009

3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Sparse Representation for Video-Based Face Recognition.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images.
Proceedings of the DICTA 2009, 2009

Probabilistic Satellite Image Fusion.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Integration of local and global geometrical cues for 3D face recognition.
Pattern Recognit., 2008

Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition.
Int. J. Comput. Vis., 2008

Enhanced Integrated Scoring for Cleaning Dirty Texts
CoRR, 2008

Determining the Unithood of Word Sequences using Mutual Information and Independence Measure
CoRR, 2008

Fast and Fully Automatic Ear Detection Using Cascaded AdaBoost.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Sparse Representation for Ear Biometrics.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Determining the Unithood of Word Sequences Using a Probabilistic Approach.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Constructing Web Corpora through Topical Web Partitioning for Term Recognition.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

A Fast and Fully Automatic Ear Recognition Approach Based on 3D Local Surface Features.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Complete invariants for robust face recognition.
Pattern Recognit., 2007

An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Tree-Traversing Ant Algorithm for term clustering based on featureless similarities.
Data Min. Knowl. Discov., 2007

3D shape representation by fusing local and global information.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Keypoint Identification and Feature-Based 3D Face Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Biometric Approaches of 2D-3D Ear and Face: A Survey.
Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

Interest-point Based Face Recognition from Range Images.
Proceedings of the British Machine Vision Conference 2007, 2007

Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework.
Proceedings of the Data Mining and Analytics 2007, 2007

Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency.
Proceedings of the Data Mining and Analytics 2007, 2007

2006
Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images.
Int. J. Comput. Vis., 2006

Face Recognition Using 2D and 3D Multimodal Local Features.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Illumination Normalization for Color Face Images.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Text-independent speaker identification in birds.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

1D-PCA, 2D-PCA to nD-PCA.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2D and 3D Multimodal Hybrid Face Recognition.
Proceedings of the Computer Vision, 2006

Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text.
Proceedings of the Data Mining and Analytics 2006, 2006

Automatic 3D Face Detection, Normalization and Recognition.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Automatic Correspondence for 3d Modeling: an Extensive Review.
Int. J. Shape Model., 2005

3D Recognition and Segmentation of Objects in Cluttered Scenes.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Two Novel Complete Sets of Similarity Invariants.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Complete invariant description under usual Fourier-Mellin transform.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Matching Tensors for Pose Invariant Automatic 3D Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

A Phase Correlation Approach to Active Vision.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

Region-based Matching for Robust 3D Face Recognition.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Automated Spline Surface Modeling And Matching For Recognition Of Free-Form Objects.
Int. J. Image Graph., 2004

From Unordered Range Images to 3D Models: A Fully Automatic Multiview Correspondence Algorithm.
Proceedings of the Theory and Practice of Computer Graphics 2004 (TPCG 2004), 2004

A novel algorithm for automatic 3D model-based free-form object recognition.
Proceedings of the IEEE International Conference on Systems, 2004

An edge fusion approach based on the concept of multiple detector behavior.
Proceedings of the IEEE International Conference on Systems, 2004

Performance analysis of an improved tensor based correspondence algorithm for automatic 3d modeling.
Proceedings of the 2004 International Conference on Image Processing, 2004

Matching Tensors for Automatic Correspondence and Registration.
Proceedings of the Computer Vision, 2004

2003
Rigid Medical Image Registration And Its Association With Mutual Information.
Int. J. Pattern Recognit. Artif. Intell., 2003

Editorial: Correspondence And Registration Techniques.
Int. J. Pattern Recognit. Artif. Intell., 2003

Non-Rigid Image Registration and the Use of Mutual Information.
Aust. J. Intell. Inf. Process. Syst., 2003

2002
Object Recognition: Fundamentals and Case Studies.
Advances in Pattern Recognition, Springer, ISBN: 978-1-4471-3722-1, 2002

Optimal Gabor filters for textile flaw detection.
Pattern Recognit., 2002

Representation and Recognition of 3D Free-Form Objects.
Digit. Signal Process., 2002

Improved Stereo Image Matching Using Mutual Information and Hierarchical Prior Probabilities.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Reliability analysis of the rank transform for stereo matching.
IEEE Trans. Syst. Man Cybern. Part B, 2001

An Arabic optical character recognition system using recognition-based segmentation.
Pattern Recognit., 2001

Simultaneous Registration of Multiple Corresponding Point Sets.
Comput. Vis. Image Underst., 2001

Automatic Bayesian knot placement for spline fitting.
Proceedings of the 2001 International Conference on Image Processing, 2001

A 3D acquisition and modelling system.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Suitability Analysis of Techniques for Flaw Detection in Textiles using Texture Analysis.
Pattern Anal. Appl., 2000

Review of 3D object representation techniques for automatic object recognition.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Three-dimensional hybrid edge detection.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Evaluation of a Novel Multiple Point Set Registration Algorithm.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Automatic Flaw Detection in Textiles Using a Neyman-Pearson Detector.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Accurate Localization of Edges in Noisy Volume Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Textile Flaw Detection Using Optimal Gabor Filters.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Multiple View Surface Registration with Error Modeling and Analysis.
Proceedings of the 2000 International Conference on Image Processing, 2000

Global 3D Rigid Registration of Medical Images.
Proceedings of the 2000 International Conference on Image Processing, 2000

Simultaneous registration of multiple point sets using orthonormal matrices.
Proceedings of the IEEE International Conference on Acoustics, 2000

A constrained minimisation approach to optimise Gabor filters for detecting flaws in woven textiles.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Fast and Robust Stereo Matching Algorithms for Mining Automation.
Digit. Signal Process., 1999

Dynamic retinal image reconstruction of the human eye.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A constraint to improve the reliability of stereo matching using the rank transform.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
3D terrain reconstruction using compound techniques.
Proceedings of the Visual Information Processing VII, Orlando, FL, USA, April 13, 1998, 1998

Implementing neural network in custom computers.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Handwritten character recognition by contour sequence moments and neural network.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

A recognition-based Arabic optical character recognition system.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Defect detection in textile materials based on aspects of the HVS.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Automatic visual inspection and flaw detection in textile materials: past, present and future.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Evaluation of New and Existing Confidence Measures for Stereo Matching.
Proceedings of the Image and Vision Computing New Zealand, International Conference, 1998

A non-linear filtering approach to image matching.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Image segmentation and image matching for 3D terrain reconstruction.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

An Extended Kalman Filtering Approach to High Precision Stereo Image Matching.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A structural-description-based vision system for automatic object recognition.
IEEE Trans. Syst. Man Cybern. Part B, 1997

Application of Time-Frequency Signal Analysis to Motion Estimation.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1994
Integrataion of a Part Segmentation Based Vision System.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A contour-based part segmentation algorithm.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1991
Avoidance of unknown obstacles using proximity fields.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1991


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