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 | 870 | 2019 |
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 | 675 | 2022 |
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 | 421 | 2021 |
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 | 321 | 2021 |
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 | 291* | 2022 |
Detection and analysis of wheat spikes using convolutional neural networks MM Hasan, JP Chopin, H Laga, SJ Miklavcic Plant Methods 14, 1-13, 2018 | 231 | 2018 |
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 | 143 | 2014 |
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 | 138 | 2006 |
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 | 117 | 2013 |
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 | 82 | 2014 |
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 | 81 | 2013 |
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 | 76 | 2012 |
Covariance-based Descriptors for efficient 3D shape matching, retrieval and classification H Tabia, H Laga IEEE Transactions on Multimedia 17 (9), 1591-1603, 2015 | 69 | 2015 |
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 | 63 | 2010 |
3D Shape analysis: fundamentals, theory, and applications H Laga, Y Guo, H Tabia, RB Fisher, M Bennamoun John Wiley & Sons, 2018 | 62 | 2018 |
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 | 61 | 2018 |
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 | 58 | 2017 |
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 | 50 | 2017 |
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 | 50 | 2013 |
Text to image synthesis for improved image captioning MZ Hossain, F Sohel, MF Shiratuddin, H Laga, M Bennamoun IEEE Access 9, 64918-64928, 2021 | 46 | 2021 |