Ajmal Mian

Orcid: 0000-0002-5206-3842

Affiliations:
  • University of Western Australia, Crawley, WA, Australia


According to our database1, Ajmal Mian authored at least 296 papers between 2004 and 2024.

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Bibliography

2024
Parallel and Distributed Bayesian Network Structure Learning.
IEEE Trans. Parallel Distributed Syst., April, 2024

Fully Convolutional Network-Based Self-Supervised Learning for Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

A Systematic Point Cloud Edge Detection Framework for Automatic Aircraft Skin Milling.
IEEE Trans. Ind. Informatics, January, 2024

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

Low-Rank and Sparse Decomposition for Low-Query Decision-Based Adversarial Attacks.
IEEE Trans. Inf. Forensics Secur., 2024

Towards Temporally Consistent Referring Video Object Segmentation.
CoRR, 2024

3D Object Detection from Point Cloud via Voting Step Diffusion.
CoRR, 2024

Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling.
CoRR, 2024

External Knowledge Enhanced 3D Scene Generation from Sketch.
CoRR, 2024

Beyond Skeletons: Integrative Latent Mapping for Coherent 4D Sequence Generation.
CoRR, 2024

Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation.
CoRR, 2024

SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection.
CoRR, 2024

3D point cloud-based place recognition: a survey.
Artif. Intell. Rev., 2024

2023
DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

DANet: Density Adaptive Convolutional Network With Interactive Attention for 3D Point Clouds.
IEEE Robotics Autom. Lett., September, 2023

SDFA: Structure-Aware Discriminative Feature Aggregation for Efficient Human Fall Detection in Video.
IEEE Trans. Ind. Informatics, August, 2023

Deep Reconstruction of 3-D Human Poses From Video.
IEEE Trans. Artif. Intell., June, 2023

Robust image clustering via context-aware contrastive graph learning.
Pattern Recognit., June, 2023

SAT3D: Slot Attention Transformer for 3D Point Cloud Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst., May, 2023

Sequential Storytelling Image Dataset (SSID).
Dataset, May, 2023

UWA Hyperspectral Face Database.
Dataset, March, 2023

UWA 3D Multiview Activity II Dataset.
Dataset, March, 2023

Perth-WA Localization Dataset in 3D Point Cloud Maps.
Dataset, March, 2023


Three-dimensional object recognition and segmentation in cluttered scenes.
Dataset, January, 2023

Dense Video Captioning With Early Linguistic Information Fusion.
IEEE Trans. Multim., 2023

Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning.
IEEE Trans. Inf. Forensics Secur., 2023

Mesh-Based DGCNN: Semantic Segmentation of Textured 3-D Urban Scenes.
IEEE Trans. Geosci. Remote. Sens., 2023

A Privacy-Preserving Framework Using Homomorphic Encryption for Smart Metering Systems.
Sensors, 2023

Quantifying Bias in Text-to-Image Generative Models.
CoRR, 2023

On quantifying and improving realism of images generated with diffusion.
CoRR, 2023

Quantum-Inspired Machine Learning: a Survey.
CoRR, 2023

BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models.
CoRR, 2023

A Comprehensive Overview of Large Language Models.
CoRR, 2023

Full Point Encoding for Local Feature Aggregation in 3D Point Clouds.
CoRR, 2023

Q-Cogni: An Integrated Causal Reinforcement Learning Framework.
CoRR, 2023

Learning Sparse Temporal Video Mapping for Action Quality Assessment in Floor Gymnastics.
CoRR, 2023

Sequential Vision to Language as Story: A Storytelling Dataset and Benchmarking.
IEEE Access, 2023

Entropy-based Selective Homomorphic Encryption for Smart Metering Systems.
Proceedings of the 28th IEEE Pacific Rim International Symposium on Dependable Computing, 2023

Fast Parallel Exact Inference on Bayesian Networks.
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

Sequential Image Storytelling Model Based on Transformer Attention Pooling.
Proceedings of the 38th International Conference on Image and Vision Computing New Zealand, 2023

UnLoc: A Universal Localization Method for Autonomous Vehicles using LiDAR, Radar and/or Camera Input.
IROS, 2023

3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point Clouds.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Slice Transformer and Self-supervised Learning for 6DoF Localization in 3D Point Cloud Maps.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Re-calibrating Feature Attributions for Model Interpretation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Dual Student Networks for Data-Free Model Stealing.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

PRAT: PRofiling Adversarial aTtacks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

Text-image guided Diffusion Model for generating Deepfake celebrity interactions.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Human Gesture and Gait Analysis for Autism Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

3D Spatial Multimodal Knowledge Accumulation for Scene Graph Prediction in Point Cloud.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Local Path Integration for Attribution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Benchmark dataset for depth estimation from lightfield images.
Dataset, August, 2022

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

PC-Urban Outdoor dataset for 3D Point Cloud semantic segmentation.
Dataset, March, 2022

Adversarial Attack on Skeleton-Based Human Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2022

Target-Aware Holistic Influence Maximization in Spatial Social Networks.
IEEE Trans. Knowl. Data Eng., 2022

Fast ORB-SLAM Without Keypoint Descriptors.
IEEE Trans. Image Process., 2022

Multiview Point Cloud Registration Based on Minimum Potential Energy for Free-Form Blade Measurement.
IEEE Trans. Instrum. Meas., 2022

Cross-Domain Modality Fusion for Dense Video Captioning.
IEEE Trans. Artif. Intell., 2022

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

Deep localization of subcellular protein structures from fluorescence microscopy images.
Neural Comput. Appl., 2022

Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing.
Knowl. Based Syst., 2022

Fast Parallel Exact Inference on Bayesian Networks: Poster.
CoRR, 2022

Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition.
CoRR, 2022

Simultaneous Multiple Object Detection and Pose Estimation using 3D Model Infusion with Monocular Vision.
CoRR, 2022

Vision Transformers for Action Recognition: A Survey.
CoRR, 2022

Domain-invariant Prototypes for Semantic Segmentation.
CoRR, 2022

On Higher Adversarial Susceptibility of Contrastive Self-Supervised Learning.
CoRR, 2022

Visual Attention Methods in Deep Learning: An In-Depth Survey.
CoRR, 2022

Automatic data extraction from 24 hour blood pressure measurement reports of a large multicenter clinical trial.
Comput. Methods Programs Biomed., 2022

K-means panning - Developing a new standard in automated MSNA signal recognition with a weakly supervised learning approach.
Comput. Biol. Medicine, 2022

Autoencoded deep features for semi-automatic, weakly supervised physiological signal labelling.
Comput. Biol. Medicine, 2022

Transferable 3D Adversarial Textures using End-to-end Optimization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Spatial Consistency and Feature Diversity Regularization in Transfer Learning for Fine-Grained Visual Categorization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Self Supervised Learning for Multiple Object Tracking in 3D Point Clouds.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Fast Parallel Bayesian Network Structure Learning.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Multi-Grained Interpre table Network for Image Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Detecting Compromised Architecture/Weights of a Deep Model.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

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

UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Vision Transformer Based Model for Describing a Set of Images as a Story.
Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

UTB180: A High-Quality Benchmark for Underwater Tracking.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Relation Graph Network for 3D Object Detection in Point Clouds.
IEEE Trans. Image Process., 2021

Odyssey: Creation, Analysis and Detection of Trojan Models.
IEEE Trans. Inf. Forensics Secur., 2021

Multidimensional Ground Reaction Forces and Moments From Wearable Sensor Accelerations via Deep Learning.
IEEE Trans. Biomed. Eng., 2021

Assessing the Capability and Potential of LiDAR for Weed Detection.
Sensors, 2021

A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units.
Sensors, 2021

Exploiting Structured CNNs for Semantic Segmentation of Unstructured Point Clouds from LiDAR Sensor.
Remote. Sens., 2021

Deep Affinity Network for Multiple Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers.
Neural Comput. Appl., 2021

Geometric Feature Learning for 3D Meshes.
CoRR, 2021

Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II.
CoRR, 2021

Controlled Caption Generation for Images Through Adversarial Attacks.
CoRR, 2021

PC-DAN: Point Cloud based Deep Affinity Network for 3D Multi-Object Tracking (Accepted as an extended abstract in JRDB-ACT Workshop at CVPR21).
CoRR, 2021

Physical world assistive signals for deep neural network classifiers - neither defense nor attack.
CoRR, 2021

LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack.
CoRR, 2021

Deep Learning based 3D Segmentation: A Survey.
CoRR, 2021

Empirical autopsy of deep video captioning encoder-decoder architecture.
Array, 2021

Cassandra: Detecting Trojaned Networks From Adversarial Perturbations.
IEEE Access, 2021

Annotation Tool and Urban Dataset for 3D Point Cloud Semantic Segmentation.
IEEE Access, 2021

Advances in Adversarial Attacks and Defenses in Computer Vision: A Survey.
IEEE Access, 2021

Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Contextualise, Attend, Modulate and Tell: Visual Storytelling.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Object-to-Scene: Learning to Transfer Object Knowledge to Indoor Scene Recognition.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Modeling Human Skeleton Joint Dynamics for Fall Detection.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Semantic Attribute Enriched Storytelling from a Sequence of Images.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

High Definition LiDAR mapping of Perth CBD.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Assistive Signals for Deep Neural Network Classifiers.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 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

Attacking Image Classifiers To Generate 3D Textures.
Proceedings of the International Conference on 3D Vision, 2021

2020
Small Object Augmentation of Urban Scenes for Real-Time Semantic Segmentation.
IEEE Trans. Image Process., 2020

Structural Similarity Loss for Learning to Fuse Multi-Focus Images.
Sensors, 2020

Self-Supervised Learning to Detect Key Frames in Videos.
Sensors, 2020

Point attention network for semantic segmentation of 3D point clouds.
Pattern Recognit., 2020

Hyperspectral Recovery from RGB Images using Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Special issue on Advanced Machine Vision.
Mach. Vis. Appl., 2020

Fish detection and species classification in underwater environments using deep learning with temporal information.
Ecol. Informatics, 2020

Video Description: A Survey of Methods, Datasets, and Evaluation Metrics.
ACM Comput. Surv., 2020

Self-supervised Learning with Fully Convolutional Networks.
CoRR, 2020

Image Colorization: A Survey and Dataset.
CoRR, 2020

FastORB-SLAM: a Fast ORB-SLAM Method with Coarse-to-Fine Descriptor Independent Keypoint Matching.
CoRR, 2020

Minimum Potential Energy of Point Cloud for Robust Global Registration.
CoRR, 2020

Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space.
CoRR, 2020

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

Anchored Vertex Exploration for Community Engagement in Social Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking.
Proceedings of the Computer Vision - ECCV 2020, 2020

SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

2019
Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors.
IEEE Trans. Intell. Transp. Syst., 2019

Predicting Athlete Ground Reaction Forces and Moments From Spatio-Temporal Driven CNN Models.
IEEE Trans. Biomed. Eng., 2019

Converting a Common Low-Cost Document Scanner into a Multispectral Scanner.
Sensors, 2019

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition.
Int. J. Comput. Vis., 2019

Empirical Autopsy of Deep Video Captioning Frameworks.
CoRR, 2019

Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations.
CoRR, 2019

Deep localization of protein structures in fluorescence microscopy images.
CoRR, 2019

Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video.
CoRR, 2019

Label Universal Targeted Attack.
CoRR, 2019

Converting a Common Document Scanner to a Multispectral Scanner.
CoRR, 2019

On farm automatic sheep breed classification using deep learning.
Comput. Electron. Agric., 2019

Viewpoint invariant semantic object and scene categorization with RGB-D sensors.
Auton. Robots, 2019

Learning Interpretable Expression-sensitive Features for 3D Dynamic Facial Expression Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Feature Engineering Meets Deep Learning: A Case Study on Table Detection in Documents.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Facial Gender Classification - Analysis using Convolutional Neural Networks.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Octree Guided CNN With Spherical Kernels for 3D Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral Classification.
IEEE Trans. Neural Networks Learn. Syst., 2018

Benchmark Data Set and Method for Depth Estimation From Light Field Images.
IEEE Trans. Image Process., 2018

Distance metric learning for pattern recognition.
Pattern Recognit., 2018

Learning a Deep Model for Human Action Recognition from Novel Viewpoints.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Dense 3D Face Correspondence.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Representation learning with deep extreme learning machines for efficient image set classification.
Neural Comput. Appl., 2018

Predicting athlete ground reaction forces and moments from motion capture.
Medical Biol. Eng. Comput., 2018

On-field player workload exposure and knee injury risk monitoring via deep learning.
CoRR, 2018

Unsupervised Deep Multi-focus Image Fusion.
CoRR, 2018

Video Description: A Survey of Methods, Datasets and Evaluation Metrics.
CoRR, 2018

Spherical Convolutional Neural Network for 3D Point Clouds.
CoRR, 2018

Deep Keyframe Detection in Human Action Videos.
CoRR, 2018

Viewpoint Invariant Action Recognition Using RGB-D Videos.
IEEE Access, 2018

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey.
IEEE Access, 2018

Holistic Influence Maximization for Targeted Advertisements in Spatial Social Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

3D Face Reconstruction from Light Field Images: A Model-Free Approach.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning From Millions of 3D Scans for Large-Scale 3D Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Defense Against Universal Adversarial Perturbations.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition.
IEEE Trans. Hum. Mach. Syst., 2017

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017

Blind Domain Adaptation With Augmented Extreme Learning Machine Features.
IEEE Trans. Cybern., 2017

Learning a deeply supervised multi-modal RGB-D embedding for semantic scene and object category recognition.
Robotics Auton. Syst., 2017

Surface geodesic pattern for 3D deformable texture matching.
Pattern Recognit., 2017

Deep, dense and accurate 3D face correspondence for generating population specific deformable models.
Pattern Recognit., 2017

Efficient classification with sparsity augmented collaborative representation.
Pattern Recognit., 2017

Regularization techniques for high-dimensional data analysis.
Image Vis. Comput., 2017

Biometric authentication system using retinal vessel pattern and geometric hashing.
IET Biom., 2017

Guest Editorial: Language in Vision.
Comput. Vis. Image Underst., 2017

Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition.
CoRR, 2017

Viewpoint Invariant RGB-D Human Action Recognition.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Modeling Sub-Event Dynamics in First-Person Action Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Joint Discriminative Bayesian Dictionary and Classifier Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Discriminative human action classification using locality-constrained linear coding.
Pattern Recognit. Lett., 2016

Histogram of Oriented Principal Components for Cross-View Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Discriminative Bayesian Dictionary Learning for Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Face recognition based on Kinect.
Pattern Anal. Appl., 2016

Unsupervised manifold alignment using soft-assign technique.
Mach. Vis. Appl., 2016

Robust RGB-D face recognition using Kinect sensor.
Neurocomputing, 2016

Convolutional hypercube pyramid for accurate RGB-D object category and instance recognition.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Automatic Signature Segmentation Using Hyper-Spectral Imaging.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Hierarchical Beta Process with Gaussian Process Prior for Hyperspectral Image Super Resolution.
Proceedings of the Computer Vision - ECCV 2016, 2016

Modeling 2D Appearance Evolution for 3D Object Categorization.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Towards Large-Scale 3D Face Recognition.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

3D Action Recognition from Novel Viewpoints.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Hyperspectral Face Recognition With Spatiospectral Information Fusion and PLS Regression.
IEEE Trans. Image Process., 2015

Joint Group Sparse PCA for Compressed Hyperspectral Imaging.
IEEE Trans. Image Process., 2015

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2015

Automatic ink mismatch detection for forensic document analysis.
Pattern Recognit., 2015

Periocular region-based person identification in the visible, infrared and hyperspectral imagery.
Neurocomputing, 2015

Sparseness helps: Sparsity Augmented Collaborative Representation for Classification.
CoRR, 2015

Automatic 4D Facial Expression Recognition Using DCT Features.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Localized forgery detection in hyperspectral document images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Localized Deep Extreme Learning Machines for Efficient RGB-D Object Recognition.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Learning a non-linear knowledge transfer model for cross-view action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Shape-based automatic detection of a large number of 3D facial landmarks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Bayesian sparse representation for hyperspectral image super resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Recent Advances on Singlemodal and Multimodal Face Recognition: A Survey.
IEEE Trans. Hum. Mach. Syst., 2014

Optimizing Auto-correlation for Fast Target Search in Large Search Space.
CoRR, 2014

Semi-supervised Spectral Clustering for Classification.
CoRR, 2014

Multispectral Palmprint Encoding and Recognition.
CoRR, 2014

Dense 3D Face Correspondence.
CoRR, 2014

Fully automatic 3D facial expression recognition using local depth features.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Real time action recognition using histograms of depth gradients and random decision forests.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Gradient based efficient feature selection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Unsupervised iterative manifold alignment via local feature histograms.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Repeated constrained sparse coding with partial dictionaries for hyperspectral unmixing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Comparison of Multidirectional Representations for Multispectral Palmprint Recognition.
Proceedings of the Computational Forensics, 2014

Action Classification with Locality-Constrained Linear Coding.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Perceptual Differences between Men and Women: A 3D Facial Morphometric Perspective.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

SUnGP: A Greedy Sparse Approximation Algorithm for Hyperspectral Unmixing.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive spectral reflectance recovery using spatio-spectral support from hyperspectral images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

An Application of Shape-Based Level Sets to Fish Detection in Underwater Images.
Proceedings of the Geospatial Science Research 3 Symposium, 2014

HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition.
Proceedings of the Computer Vision - ECCV 2014, 2014

Sparse Spatio-spectral Representation for Hyperspectral Image Super-resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Regularized Least-Squares Coding with Unlabeled Dictionary for Image-Set Based Face Recognition.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Semi-supervised Spectral Clustering for Image Set Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Sparse Kernel Learning for Image Set Classification.
Proceedings of the Computer Vision - ACCV 2014, 2014

Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Image Set Based Face Recognition Using Self-Regularized Non-Negative Coding and Adaptive Distance Metric Learning.
IEEE Trans. Image Process., 2013

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

Periocular biometric recognition using image sets.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Using Kinect for face recognition under varying poses, expressions, illumination and disguise.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

3D face recognition using topographic high-order derivatives.
Proceedings of the IEEE International Conference on Image Processing, 2013

Hyperspectral Imaging for Ink Mismatch Detection.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Towards Automated Hyperspectral Document Image Analysis.
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013

A compact discriminative representation for efficient image-set classification with application to biometric recognition.
Proceedings of the International Conference on Biometrics, 2013

Sparse Variation Pattern for Texture Classification.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Biometric Security Application for Person Authentication Using Retinal Vessel Feature.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Biologically Significant Facial Landmarks: How Significant Are They for Gender Classification?
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Hyperspectral Document Imaging: Challenges and Perspectives.
Proceedings of the Camera-Based Document Analysis and Recognition, 2013

Hyperspectral Face Recognition using 3D-DCT and Partial Least Squares.
Proceedings of the British Machine Vision Conference, 2013

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

Face Recognition Using Sparse Approximated Nearest Points between Image Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Facial Self Similarity for Sketch to Photo Matching.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Hierarchical Sparse Spectral Clustering For Image Set Classification.
Proceedings of the British Machine Vision Conference, 2012

3D Face Recognition.
Proceedings of the 3D Imaging, Analysis and Applications, 2012

2011
Correlation based speech-video synchronization.
Pattern Recognit. Lett., 2011

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

Online learning from local features for video-based face recognition.
Pattern Recognit., 2011

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

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

Robust realtime feature detection in raw 3D face images.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Contour Code: Robust and efficient multispectral palmprint encoding for human recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Sparse approximated nearest points for image set classification.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

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

A Novel Analytical Approach for Lip Synchronization.
Proceedings of the International Conference on Image Processing, 2010

Human Body Pose Estimation from Still Images and Video Frames.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Face Recognition Using Contourlet Transform and Multidirectional Illumination from a Computer Screen.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

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

A Hybrid Image Quality Measure for Automatic Image Quality Assessment.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Comparison of Visible, Thermal Infra-Red and Range Images for Face Recognition.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 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

Speech-Video Synchronization Using Lips Movements and Speech Envelope Correlation.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Shade Face: Multiple image-based 3D face recognition.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

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

User Verification by Combining Speech and Face Biometrics in Video.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Unsupervised learning from local features for video-based face recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Realtime Visual Tracking of Aircrafts.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 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
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Fuzzy Morphology for Edge Detection and Segmentation.
Proceedings of the Advances in Visual Computing, Third International Symposium, 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

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

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

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

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

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

Arcanum : A Secure and Efficient Key Exchange Protocol for the Internet.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 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

Experimental Analysis of the Arcanum Key Exchange Protocol.
Proceedings of the International Conference on Security and Management, 2004


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