2025
LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification.
Quantum Mach. Intell., June, 2025
LatentMove: Towards Complex Human Movement Video Generation.
CoRR, May, 2025
Gaussian RBFNet: Gaussian Radial Basis Functions for Fast and Accurate Representation and Reconstruction of Neural Fields.
CoRR, March, 2025
Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis.
CoRR, March, 2025
WSSIC-Net: Weakly-Supervised Semantic Instance Completion of 3D Point Cloud Scenes.
IEEE Trans. Image Process., 2025
Deep learning-based analysis of insect life stages using a repurposed dataset.
Ecol. Informatics, 2025
A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery.
Comput. Electron. Agric., 2025
2024
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey.
ACM Comput. Surv., December, 2024
Elastic Shape Analysis of Tree-Like 3D Objects Using Extended SRVF Representation.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2024
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions.
CoRR, 2024
Normal-guided Detail-Preserving Neural Implicit Functions for High-Fidelity 3D Surface Reconstruction.
CoRR, 2024
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models.
CoRR, 2024
Plant disease recognition in a low data scenario using few-shot learning.
Comput. Electron. Agric., 2024
Statistical 3D and 4D Shape Analysis: Theory and Applications in the Era of Generative AI.
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures.
Proceedings of the Computer Vision - ECCV 2024, 2024
AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion.
Proceedings of the Computer Vision - ECCV 2024, 2024
Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 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
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.
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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