Hamid Laga

Orcid: 0000-0002-4758-7510

Affiliations:
  • Murdoch University, WA, Australia


According to our database1, Hamid Laga authored at least 94 papers between 2001 and 2024.

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Bibliography

2024
Elastic Shape Analysis of Tree-Like 3D Objects Using Extended SRVF Representation.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

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

2023
Image patch-based deep learning approach for crop and weed recognition.
Ecol. Informatics, December, 2023

The use of generative adversarial networks for multi-site one-class follicular lymphoma classification.
Neural Comput. Appl., October, 2023

Structure learning for 3D Point Cloud Generation from Single RGB Images.
Comput. Graph. Forum, October, 2023

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

Active-Passive SimStereo.
Dataset, February, 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

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

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

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

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

Editorial for topical collections on emerging trends in artificial intelligence and machine learning.
Neural Comput. Appl., 2022

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

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

TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus.
Comput. Graph. Forum, 2022

Improving Engagement of Stroke Survivors Using Desktop Virtual Reality-Based Serious Games for Upper Limb Rehabilitation: A Multiple Case Study.
IEEE Access, 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

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

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

Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery.
CoRR, 2021

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

On the Statistical Analysis of Complex Tree-shaped 3D Objects.
CoRR, 2021

Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images.
CoRR, 2021

A survey of deep learning techniques for weed detection from images.
Comput. Electron. Agric., 2021

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

2020
Shape Analysis of Surfaces Using General Elastic Metrics.
J. Math. Imaging Vis., 2020

Advances in Geometrical Analysis of Topologically-Varying Shapes.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

RCNN for Region of Interest Detection in Whole Slide Images.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019
A Comprehensive Survey of Deep Learning for Image Captioning.
ACM Comput. Surv., 2019

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

A Survey on Deep Learning Architectures for Image-based Depth Reconstruction.
CoRR, 2019

Statistical Analysis and Modeling of the Geometry and Topology of Plant Roots.
CoRR, 2019

Game Design Principles Influencing Stroke Survivor Engagement for VR-Based Upper Limb Rehabilitation: A User Experience Case Study.
Proceedings of the OZCHI'19: 31st Australian Conference on Human-Computer-Interaction, 2019

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

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

2018
The Shape Space of 3D Botanical Tree Models.
ACM Trans. Graph., 2018

A Survey on Non-rigid 3D Shape Analysis.
CoRR, 2018

Statistical Modeling of the 3D Geometry and Topology of Botanical Trees.
Comput. Graph. Forum, 2018

2017
Elastic Shape Analysis of Three-Dimensional Objects
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01819-0, 2017

Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances.
Pattern Recognit. Lett., 2017

Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning shape retrieval from different modalities.
Neurocomputing, 2017

Modeling and Exploring Co-variations in the Geometry and Configuration of Man-made 3D Shape Families.
Comput. Graph. Forum, 2017

Elastic 3D shape analysis using square-root normal field representation.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
The Influence of Object Shape on the Convergence of Active Contour Models for Image Segmentation.
Comput. J., 2016

Exploring the perception of co-location errors during tool interaction in visuo-haptic augmented reality.
Proceedings of the 2016 IEEE Virtual Reality, 2016

Exploring Visuo-Haptic Augmented Reality User Interfaces for Stereo-Tactic Neurosurgery Planning.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

3D Sketch-Based 3D Shape Retrieval.
Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016

2015
Precise Haptic Device Co-Location for Visuo-Haptic Augmented Reality.
IEEE Trans. Vis. Comput. Graph., 2015

Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification.
IEEE Trans. Multim., 2015

Estimation of stochastic signals under partially missing information.
Signal Process., 2015

Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014
Elastic reflection symmetry based shape descriptors.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Comprehensive workspace calibration for visuo-haptic augmented reality.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2014

Image-based plant stornata phenotyping.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Reasoning About Shape in Complex Datasets: Geometry, Structure and Semantics.
Proceedings of the 35th Annual Conference of the European Association for Computer Graphics, 2014

Covariance Descriptors for 3D Shape Matching and Retrieval.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes.
ACM Trans. Graph., 2013

Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces.
Comput. Graph. Forum, 2013

Visual analytics in Augmented Reality.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Visuo-Haptic Augmented Reality runtime environment for medical training.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

3D shape similarity using vectors of locally aggregated tensors.
Proceedings of the IEEE International Conference on Image Processing, 2013

Statistical shape models of plant leaves.
Proceedings of the IEEE International Conference on Image Processing, 2013

Fast Approximation of Distance Between Elastic Curves using Kernels.
Proceedings of the British Machine Vision Conference, 2013

Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012
Preface to Special Issue on 3DOR 2011.
Vis. Comput., 2012

A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Graspable Parts Recognition in Man-Made 3D Shapes.
Proceedings of the Computer Vision, 2012

2011
Data-driven approach for automatic orientation of 3D shapes.
Vis. Comput., 2011

Detection of Tongue Protrusion Gestures from Video.
IEICE Trans. Inf. Syst., 2011

Personal space-based simulation of non-verbal communications.
Entertain. Comput., 2011

Eurographics 2011 Workshop on 3D Object Retrieval (EG 3DOR'2011) <i>in Cooperation with ACM SIGGRAPH</i> : Lluandudno, UK, April 10, 2011.
Comput. Graph. Forum, 2011

Contour-driven Sumi-e rendering of real photos.
Comput. Graph., 2011

2010
IR2s: interactive real photo to Sumi-e.
Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010

Semantics-Driven Approach for Automatic Selection of Best Views of 3D Shapes.
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

2009
Modeling the Personal Space of Virtual Agents for Behavior Simulation.
Proceedings of the 2009 International Conference on CyberWorlds, 2009

Contour-driven brush stroke synthesis.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Personal Space Modeling for Human-Computer Interaction.
Proceedings of the Entertainment Computing, 2009

Modeling the spatial behavior of virtual agents in groups for non-verbal communication in virtual worlds.
Proceedings of the 3rd International Universal Communication Symposium, 2009

The use of tongue protrusion gestures for video-based communication.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008
Supervised Learning of Similarity Measures for Content-Based 3D Model Retrieval.
Proceedings of the Large-Scale Knowledge Resources. Construction and Application, 2008

2007
Discriminative Spherical Wavelet Features for Content-Based 3D Model Retrieval.
Int. J. Shape Model., 2007

GPU-based shape from silhouettes.
Proceedings of the 5th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2007, 2007

A boosting approach to content-based 3D model retrieval.
Proceedings of the 5th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia 2007, 2007

2006
Spherical parameterization and geometry image-based 3D shape similarity estimation (CGS 2004 special issue).
Vis. Comput., 2006

Spherical Wavelet Descriptors for Content-based 3D Model Retrieval.
Proceedings of the 2006 International Conference on Shape Modeling and Applications (SMI 2006), 2006

2005
Scale-Space Processing of Point-Sampled Geometry for Efficient 3D Object Segmentation.
IEICE Trans. Inf. Syst., 2005

2004
Geometry Image Matching for Similarity Estimation of 3D Shape.
Proceedings of the 2004 Computer Graphics International (CGI 2004), 16-19 June 2004, 2004

2001
Contribution to Image and Contours Restoration.
Real Time Imaging, 2001


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