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Hamid Laga
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A comprehensive survey of deep learning for image captioning
MDZ Hossain, F Sohel, MF Shiratuddin, H Laga
ACM Computing Surveys (CsUR) 51 (6), 1-36, 2019
10132019
Hands-on Bayesian neural networks—A tutorial for deep learning users
LV Jospin, H Laga, F Boussaid, W Buntine, M Bennamoun
IEEE Computational Intelligence Magazine 17 (2), 29-48, 2022
8952022
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era
X Han, H Laga, M Bennamoun
IEEE transactions on pattern analysis and machine intelligence 43, 1578-1604, 2021
4952021
A survey of deep learning techniques for weed detection from images
ASMM Hasan, F Sohel, D Diepeveen, H Laga, MGK Jones
Computers and electronics in agriculture 184, 106067, 2021
4152021
A Survey on Deep Learning Techniques for Stereo-based Depth Estimation
H Laga, LV Jospin, F Boussaid, M Bennamoun
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (4), 1738 …, 2022
3602022
Detection and analysis of wheat spikes using convolutional neural networks
MM Hasan, JP Chopin, H Laga, SJ Miklavcic
Plant Methods 14, 1-13, 2018
2722018
Covariance descriptors for 3D shape matching and retrieval
H Tabia, H Laga, D Picard, PH Gosselin
Proceedings of the IEEE conference on computer vision and pattern …, 2014
1452014
Spherical wavelet descriptors for content-based 3D model retrieval
H Laga, H Takahashi, M Nakajima
IEEE International Conference on Shape Modeling and Applications, 2006. SMI …, 2006
1412006
Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes
H Laga, M Mortara, M Spagnuolo
ACM Transactions on Graphics (TOG) 32 (5), 1-16, 2013
1202013
Landmark-free statistical analysis of the shape of plant leaves
H Laga, S Kurtek, A Srivastava, SJ Miklavcic
Journal of theoretical biology 363, 41-52, 2014
862014
Landmark‐Guided Elastic Shape Analysis of Spherically‐Parameterized Surfaces
S Kurtek, A Srivastava, E Klassen, H Laga
Computer graphics forum (Eurographics) 32 (2pt4), 429-438, 2013
842013
A Riemannian elastic metric for shape-based plant leaf classification
H Laga, S Kurtek, A Srivastava, M Golzarian, SJ Miklavcic
2012 International conference on digital image computing techniques and …, 2012
772012
3D Shape analysis: fundamentals, theory, and applications
H Laga, Y Guo, H Tabia, RB Fisher, M Bennamoun
John Wiley & Sons, 2019
742019
Covariance-based Descriptors for efficient 3D shape matching, retrieval and classification
H Tabia, H Laga
IEEE Transactions on Multimedia 17 (9), 1591-1603, 2015
712015
Semantics-driven approach for automatic selection of best views of 3d shapes
H Laga
Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 15-22, 2010
652010
Automatic detection and classification of manufacturing defects in metal boxes using deep neural networks
O Essid, H Laga, C Samir
PLOS ONE 13 (11), e0203192, 2018
642018
Elastic Shape Analysis of Three-Dimensional Objects
IH Jermyn, S Kurtek, H Laga, A Srivastava
Synthesis Lectures on Computer Vision 12 (1), 1-185, 2017
632017
Text to image synthesis for improved image captioning
MZ Hossain, F Sohel, MF Shiratuddin, H Laga, M Bennamoun
IEEE Access 9, 64918-64928, 2021
552021
Numerical inversion of SRNF maps for elastic shape analysis of genus-zero surfaces
H Laga, Q Xie, IH Jermyn, A Srivastava
IEEE transactions on pattern analysis and machine intelligence 39 (12), 2451 …, 2017
532017
Compact vectors of locally aggregated tensors for 3D shape retrieval
H Tabia, D Picard, H Laga, PH Gosselin
Eurographics workshop on 3D object retrieval, -, 2013
502013
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