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Hamid Laga
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- affiliation: Murdoch University, WA, Australia
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2020 – today
- 2024
- [j43]Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
, Ferdous Sohel
Plant disease recognition in a low data scenario using few-shot learning. Comput. Electron. Agric. 219: 108812 (2024) - [j42]Uchitha Rajapaksha
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. ACM Comput. Surv. 56(12): 315:1-315:51 (2024) - [j41]Guan Wang
Elastic Shape Analysis of Tree-Like 3D Objects Using Extended SRVF Representation. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2475-2488 (2024) - [j40]Lian Xu
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8380-8395 (2024) - [c46]Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun:
AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion. ECCV (11) 2024: 127-143 - [c45]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. ECCV (67) 2024: 326-341 - [c44]Hamid Laga
Statistical 3D and 4D Shape Analysis: Theory and Applications in the Era of Generative AI. MCHM@MM 2024: 5-6 - [i24]Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd:
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. CoRR abs/2402.17910 (2024) - [i23]Aarya Patel, Hamid Laga, Ojaswa Sharma:
Normal-guided Detail-Preserving Neural Implicit Functions for High-Fidelity 3D Surface Reconstruction. CoRR abs/2406.04861 (2024) - [i22]Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun:
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. CoRR abs/2406.19675 (2024) - [i21]Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd:
Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. CoRR abs/2407.19205 (2024) - [i20]Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava:
A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. CoRR abs/2408.12443 (2024) - 2023
- [j39]Tarek Ben Charrada
Structure learning for 3D Point Cloud Generation from Single RGB Images. Comput. Graph. Forum 42(7) (2023) - [j38]A. S. M. Mahmudul Hasan
Image patch-based deep learning approach for crop and weed recognition. Ecol. Informatics 78: 102361 (2023) - [j37]Hoda Mohaghegh
Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing 520: 82-93 (2023) - [j36]Upeka V. Somaratne
The use of generative adversarial networks for multi-site one-class follicular lymphoma classification. Neural Comput. Appl. 35(28): 20569-20579 (2023) - [j35]Hamid Laga
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1335-1352 (2023) - [j34]Zhiheng Fu, Siyu Hong, Mengyi Liu
Multi-stage information diffusion for joint depth and surface normal estimation. Pattern Recognit. 141: 109660 (2023) - [c43]Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun:
VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. ICCV 2023: 12074-12084 - [c42]Hoda Mohaghegh
Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA 2023: 6028-6034 - [d1]Laurent Valentin Jospin
Active-Passive SimStereo. IEEE DataPort, 2023 - [i19]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu:
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR abs/2308.03005 (2023) - 2022
- [j33]Robert Herne
Improving Engagement of Stroke Survivors Using Desktop Virtual Reality-Based Serious Games for Upper Limb Rehabilitation: A Multiple Case Study. IEEE Access 10: 46354-46371 (2022) - [j32]Tarek Ben Charrada
TopoNet: Topology Learning for 3D Reconstruction of Objects of Arbitrary Genus. Comput. Graph. Forum 41(6): 336-347 (2022) - [j31]Laurent Valentin Jospin
Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. IEEE Comput. Intell. Mag. 17(2): 29-48 (2022) - [j30]Yousri Kessentini, Hamid Laga, Hedi Tabia:
Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Comput. Appl. 34(17): 14121 (2022) - [j29]Hamid Laga
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1738-1764 (2022) - [c41]Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. NeurIPS 2022 - [i18]Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. CoRR abs/2209.05082 (2022) - [i17]Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun:
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. CoRR abs/2209.08305 (2022) - 2021
- [j28]Md. Zakir Hossain
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9: 64918-64928 (2021) - [j27]A. S. M. Mahmudul Hasan
A survey of deep learning techniques for weed detection from images. Comput. Electron. Agric. 184: 106067 (2021) - [j26]Ajmal Saeed Mian
Neural computing and applications (NCAA) special issue on best of DICTA 2019 papers. Neural Comput. Appl. 33(13): 7309 (2021) - [j25]Xian-Feng Han
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1578-1604 (2021) - [i16]Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR abs/2101.09403 (2021) - [i15]A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones:
A Survey of Deep Learning Techniques for Weed Detection from Images. CoRR abs/2103.01415 (2021) - [i14]Tarek Ben Charrada, Hedi Tabia, Aladine Chetouani, Hamid Laga:
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images. CoRR abs/2109.11844 (2021) - [i13]Guan Wang, Hamid Laga, Anuj Srivastava:
On the Statistical Analysis of Complex Tree-shaped 3D Objects. CoRR abs/2110.08693 (2021) - [i12]Laurent Valentin Jospin, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. CoRR abs/2112.00941 (2021) - [i11]A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones:
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. CoRR abs/2112.07819 (2021) - 2020
- [j24]Zhe Su
Shape Analysis of Surfaces Using General Elastic Metrics. J. Math. Imaging Vis. 62(8): 1087-1106 (2020) - [c40]Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel
RCNN for Region of Interest Detection in Whole Slide Images. ICONIP (5) 2020: 625-632 - [c39]Anuj Srivastava
Advances in Geometrical Analysis of Topologically-Varying Shapes. ISBI Workshops 2020: 1-4 - [i10]Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun:
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation. CoRR abs/2006.02535 (2020) - [i9]Laurent Valentin Jospin, Wray L. Buntine, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun:
Hands-on Bayesian Neural Networks - a Tutorial for Deep Learning Users. CoRR abs/2007.06823 (2020) - [i8]Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster:
RCNN for Region of Interest Detection in Whole Slide Images. CoRR abs/2009.07532 (2020)
2010 – 2019
- 2019
- [j23]Md. Zakir Hossain
A Comprehensive Survey of Deep Learning for Image Captioning. ACM Comput. Surv. 51(6): 118:1-118:36 (2019) - [c38]Md. Zakir Hossain, Ferdous Sohel
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA 2019: 1-7 - [c37]Upeka Somaratne, Kok Wai Wong, Jeremy Parry, Ferdous Sohel
Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. DICTA 2019: 1-7 - [c36]Md. Zakir Hossain, Ferdous Sohel
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) 2019: 109-117 - [c35]Robert Herne, Mohd Fairuz Shiratuddin
Game Design Principles Influencing Stroke Survivor Engagement for VR-Based Upper Limb Rehabilitation: A User Experience Case Study. OZCHI 2019: 369-375 - [i7]Guan Wang, Hamid Laga, Jinyuan Jia, Stanley J. Miklavcic, Anuj Srivastava:
Statistical Analysis and Modeling of the Geometry and Topology of Plant Roots. CoRR abs/1905.06812 (2019) - [i6]Hamid Laga:
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction. CoRR abs/1906.06113 (2019) - [i5]Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. CoRR abs/1906.06543 (2019) - [i4]Isaac Ronald Ward, Hamid Laga, Mohammed Bennamoun:
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques. CoRR abs/1907.09236 (2019) - 2018
- [j22]Guan Wang, Hamid Laga
Statistical Modeling of the 3D Geometry and Topology of Botanical Trees. Comput. Graph. Forum 37(5): 185-198 (2018) - [j21]Guan Wang, Hamid Laga
The Shape Space of 3D Botanical Tree Models. ACM Trans. Graph. 37(1): 7 (2018) - [i3]Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga:
A Comprehensive Survey of Deep Learning for Image Captioning. CoRR abs/1810.04020 (2018) - [i2]Hamid Laga:
A Survey on Non-rigid 3D Shape Analysis. CoRR abs/1812.10111 (2018) - 2017
- [b1]Ian H. Jermyn, Sebastian Kurtek, Hamid Laga, Anuj Srivastava:
Elastic Shape Analysis of Three-Dimensional Objects. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00691-3 - [j20]Hamid Laga, Hedi Tabia:
Modeling and Exploring Co-variations in the Geometry and Configuration of Man-made 3D Shape Families. Comput. Graph. Forum 36(5): 13-25 (2017) - [j19]Hedi Tabia, Hamid Laga:
Learning shape retrieval from different modalities. Neurocomputing 253: 24-33 (2017) - [j18]Hamid Laga
Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 39(12): 2451-2464 (2017) - [j17]Hedi Tabia, Hamid Laga:
Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances. Pattern Recognit. Lett. 95: 78-84 (2017) - [c34]Hamid Laga, Ian H. Jermyn, Sebastian Kurtek, Anuj Srivastava
Elastic 3D shape analysis using square-root normal field representation. CDC 2017: 2711-2717 - 2016
- [j16]Josh Chopin
The Influence of Object Shape on the Convergence of Active Contour Models for Image Segmentation. Comput. J. 59(5): 603-615 (2016) - [c33]Bo Li, Yijuan Lu, Fuqing Duan, Shuilong Dong, Yachun Fan, Lu Qian, Hamid Laga, Haisheng Li
3D Sketch-Based 3D Shape Retrieval. 3DOR@Eurographics 2016 - [c32]Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava
Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA 2016: 1-8 - [c31]Ulrich Eck
Exploring Visuo-Haptic Augmented Reality User Interfaces for Stereo-Tactic Neurosurgery Planning. MIAR 2016: 208-220 - [c30]Ulrich Eck
Exploring the perception of co-location errors during tool interaction in visuo-haptic augmented reality. VR 2016: 171-172 - [i1]Hamid Laga, Qian Xie, Ian H. Jermyn, Anuj Srivastava:
Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces. CoRR abs/1610.04531 (2016) - 2015
- [j15]Anatoli Torokhti
Estimation of stochastic signals under partially missing information. Signal Process. 111: 199-209 (2015) - [j14]Hedi Tabia, Hamid Laga:
Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification. IEEE Trans. Multim. 17(9): 1591-1603 (2015) - [j13]Ulrich Eck
Precise Haptic Device Co-Location for Visuo-Haptic Augmented Reality. IEEE Trans. Vis. Comput. Graph. 21(12): 1427-1441 (2015) - [c29]Imon Banerjee
Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones. ICIAP Workshops 2015: 167-174 - 2014
- [c28]Sebastian Kurtek, Hamid Laga, Qian Xie:
Elastic Shape Analysis of Boundaries of Planar Objects with Multiple Components and Arbitrary Topologies. ACCV (2) 2014: 424-439 - [c27]Hedi Tabia, Hamid Laga, David Picard
Covariance Descriptors for 3D Shape Matching and Retrieval. CVPR 2014: 4185-4192 - [c26]Silvia Biasotti, Hamid Laga, Michela Mortara, Michela Spagnuolo
Reasoning About Shape in Complex Datasets: Geometry, Structure and Semantics. Eurographics (Tutorials) 2014: 3 - [c25]Hamid Laga, Fahimeh Shahinnia
Image-based plant stornata phenotyping. ICARCV 2014: 217-222 - [c24]Ulrich Eck
Comprehensive workspace calibration for visuo-haptic augmented reality. ISMAR 2014: 123-128 - [c23]Ulrich Eck
Comprehensive workspace calibration for visuo-haptic augmented reality. ISMAR 2014: 333-334 - [c22]Sebastian Kurtek, Mo Shen, Hamid Laga:
Elastic reflection symmetry based shape descriptors. WACV 2014: 293-300 - 2013
- [j12]Sebastian Kurtek, Anuj Srivastava
Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces. Comput. Graph. Forum 32(2): 429-438 (2013) - [j11]Hamid Laga, Michela Mortara, Michela Spagnuolo
Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes. ACM Trans. Graph. 32(5): 150:1-150:16 (2013) - [c21]Hedi Tabia, David Picard
Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval. 3DOR@Eurographics 2013: 17-24 - [c20]Hedi Tabia, David Picard
Fast Approximation of Distance Between Elastic Curves using Kernels. BMVC 2013 - [c19]Hedi Tabia, David Picard
3D shape similarity using vectors of locally aggregated tensors. ICIP 2013: 2694-2698 - [c18]Hamid Laga, Sebastian Kurtek, Anuj Srivastava
Statistical shape models of plant leaves. ICIP 2013: 3503-3507 - [c17]Ulrich Eck
Visuo-Haptic Augmented Reality runtime environment for medical training. ISMAR 2013: 1-4 - [c16]Neven A. M. ElSayed, Christian Sandor
Visual analytics in Augmented Reality. ISMAR 2013: 1-4 - 2012
- [j10]Alfredo Ferreira
Preface to Special Issue on 3DOR 2011. Vis. Comput. 28(9): 899-900 (2012) - [c15]Hamid Laga:
Graspable Parts Recognition in Man-Made 3D Shapes. ACCV (2) 2012: 552-564 - [c14]Hamid Laga, Sebastian Kurtek, Anuj Srivastava
A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification. DICTA 2012: 1-7 - 2011
- [j9]Ning Xie, Hamid Laga, Suguru Saito, Masayuki Nakajima:
Contour-driven Sumi-e rendering of real photos. Comput. Graph. 35(1): 122-134 (2011) - [j8]Hamid Laga, Tobias Schreck
Eurographics 2011 Workshop on 3D Object Retrieval (EG 3DOR'2011) in Cooperation with ACM SIGGRAPH : Lluandudno, UK, April 10, 2011. Comput. Graph. Forum 30(6): 1865-1866 (2011) - [j7]Toshitaka Amaoka, Hamid Laga, Makoto Yoshie, Masayuki Nakajima:
Personal space-based simulation of non-verbal communications. Entertain. Comput. 2(4): 245-261 (2011) - [j6]Luis Ricardo Sapaico
Detection of Tongue Protrusion Gestures from Video. IEICE Trans. Inf. Syst. 94-D(8): 1671-1682 (2011) - [j5]Hamid Laga:
Data-driven approach for automatic orientation of 3D shapes. Vis. Comput. 27(11): 977-989 (2011) - [e1]Hamid Laga, Tobias Schreck, Alfredo Ferreira, Afzal Godil, Ioannis Pratikakis, Remco C. Veltkamp:
4th Eurographics Workshop on 3D Object Retrieval, 3DOR@Eurographics 2011, Llandudno, UK, April 10, 2011. Eurographics Association 2011, ISBN 978-3-905674-31-6 [contents] - 2010
- [c13]Hamid Laga:
Semantics-Driven Approach for Automatic Selection of Best Views of 3D Shapes. 3DOR@Eurographics 2010: 15-22 - [c12]Ning Xie, Hamid Laga, Suguru Saito, Masayuki Nakajima:
IR2s: interactive real photo to Sumi-e. NPAR 2010: 63-71
2000 – 2009
- 2009
- [c11]Luis Ricardo Sapaico
The use of tongue protrusion gestures for video-based communication. ICCV Workshops 2009: 2017-2024 - [c10]Hamid Laga, Toshitaka Amaoka:
Modeling the spatial behavior of virtual agents in groups for non-verbal communication in virtual worlds. IUCS 2009: 154-159 - [c9]Toshitaka Amaoka, Hamid Laga, Suguru Saito, Masayuki Nakajima:
Personal Space Modeling for Human-Computer Interaction. ICEC 2009: 60-72 - [c8]Ning Xie, Hamid Laga, Suguru Saito, Masayuki Nakajima:
Contour-driven brush stroke synthesis. SIGGRAPH ASIA Sketches 2009: 6:1 - [c7]Toshitaka Amaoka, Hamid Laga, Masayuki Nakajima:
Modeling the Personal Space of Virtual Agents for Behavior Simulation. CW 2009: 364-370 - 2008
- [c6]Hamid Laga, Masayuki Nakajima:
Supervised Learning of Similarity Measures for Content-Based 3D Model Retrieval. LKR 2008: 210-225 - 2007
- [j4]Hamid Laga, Masayuki Nakajima, Kunihiro Chihara:
Discriminative Spherical Wavelet Features for Content-Based 3D Model Retrieval. Int. J. Shape Model. 13(1): 51-72 (2007) - [c5]Sofiane Yous, Hamid Laga, Masatsugu Kidode, Kunihiro Chihara:
GPU-based shape from silhouettes. GRAPHITE 2007: 71-77 - [c4]Hamid Laga, Masayuki Nakajima:
A boosting approach to content-based 3D model retrieval. GRAPHITE 2007: 227-234 - 2006
- [j3]Hamid Laga, Hiroki Takahashi, Masayuki Nakajima:
Spherical parameterization and geometry image-based 3D shape similarity estimation (CGS 2004 special issue). Vis. Comput. 22(5): 324-331 (2006) - [c3]Hamid Laga, Hiroki Takahashi, Masayuki Nakajima:
Spherical Wavelet Descriptors for Content-based 3D Model Retrieval. SMI 2006: 15 - 2005
- [j2]Hamid Laga, Hiroki Takahashi, Masayuki Nakajima:
Scale-Space Processing of Point-Sampled Geometry for Efficient 3D Object Segmentation. IEICE Trans. Inf. Syst. 88-D(5): 963-970 (2005) - 2004
- [c2]Hamid Laga, Hiroki Takahashi, Masayuki Nakajima:
Geometry Image Matching for Similarity Estimation of 3D Shape. Computer Graphics International 2004: 490-496 - [c1]Hamid Laga, Hiroki Takahashi, Masayuki Nakajima:
Scale-Space Processing of Point-Sampled Geometry for Efficient 3D Object Segmentation. CW 2004: 377-383 - 2001
- [j1]Karim Achour, Nadia Zenati, Hamid Laga:
Contribution to Image and Contours Restoration. Real Time Imaging 7(4): 315-326 (2001)
Coauthor Index
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