no code implementations • 3 Jan 2025 • Simon B. Jensen, Stefan Oehmcke, Andreas Møgelmose, Meysam Madadi, Christian Igel, Sergio Escalera, Thomas B. Moeslund
We introduce the BioVista dataset, comprising 44. 378 paired samples of orthophotos and ALS point clouds from temperate forests in Denmark, designed to explore multi-modal fusion approaches for biodiversity potential classification.
1 code implementation • 5 Nov 2023 • Hunor Laczkó, Meysam Madadi, Sergio Escalera, Jordi Gonzalez
RGB cloth generation has been deeply studied in the related literature, however, 3D garment generation remains an open problem.
no code implementations • 24 May 2023 • Alireza Shafizadeh, Hossein Shahbeik, Shahin Rafiee, Aysooda Moradi, Mohammadreza Shahbaz, Meysam Madadi, Cheng Li, WanXi Peng, Meisam Tabatabaei, Mortaza Aghbashlo
Hydrothermal carbonization (HTC) is a process that converts biomass into versatile hydrochar without the need for prior drying.
no code implementations • CVPR 2023 • Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan
We investigate the problem in the context of dressed humans under the wind.
1 code implementation • 13 Dec 2022 • Hugo Bertiche, Meysam Madadi, Sergio Escalera
Here, we propose the first methodology able to learn realistic cloth dynamics unsupervisedly, and henceforth, a general formulation for neural cloth simulation.
Ranked #1 on
Physical Simulations
on 4D-DRESS
1 code implementation • 23 Mar 2022 • Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera
Understanding how neural networks generalize on unseen data is crucial for designing more robust and reliable models.
no code implementations • 11 Jan 2022 • Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang
Code submissions were executed on hidden tasks, with limited time and computational resources, pushing solutions that get results quickly.
1 code implementation • 15 Nov 2021 • Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund
In order to efficiently manage the sewerage infrastructure, automated sewer inspection has to be utilized.
1 code implementation • 3 Oct 2021 • Hugo Bertiche, Meysam Madadi, Sergio Escalera
Nonetheless, their memory footprint also grows rapidly and their parallelization in a GPU is problematic due to their branching nature.
no code implementations • 24 Jun 2021 • Sergio Escalera, Marti Soler, Stephane Ayache, Umut Guclu, Jun Wan, Meysam Madadi, Xavier Baro, Hugo Jair Escalante, Isabelle Guyon
Dealing with incomplete information is a well studied problem in the context of machine learning and computational intelligence.
no code implementations • 23 Jun 2021 • Meysam Madadi, Hugo Bertiche, Sergio Escalera
In this paper we propose the first deep unsupervised approach in human body reconstruction to estimate body surface from a sparse set of landmarks, so called DeepMurf.
1 code implementation • 21 Dec 2020 • Hugo Bertiche, Meysam Madadi, Sergio Escalera
While deep-based approaches in the domain are becoming a trend, these are data-hungry models.
Ranked #2 on
Physical Simulations
on 4D-DRESS
1 code implementation • ICCV 2021 • Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera
We present a novel solution to the garment animation problem through deep learning.
1 code implementation • 1 May 2020 • Ciprian Corneanu, Meysam Madadi, Sergio Escalera, Aleix Martinez
Here, we derive an algorithm to estimate the performance gap between training and testing that does not require any testing dataset.
no code implementations • 23 Apr 2020 • Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li
Although ethnic bias has been verified to severely affect the performance of face recognition systems, it still remains an open research problem in face anti-spoofing.
1 code implementation • ECCV 2020 • Hugo Bertiche, Meysam Madadi, Sergio Escalera
We provide the dataset with a generative model for cloth generation.
no code implementations • 8 May 2019 • Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera
In this work, we analyze four related human analysis tasks in still images in a multi-task scenario by leveraging such datasets.
no code implementations • 27 Dec 2018 • Meysam Madadi, Hugo Bertiche, Sergio Escalera
By implementing SMPLR as an encoder-decoder we avoid the need of complex constraints on pose and shape.
1 code implementation • 21 Sep 2018 • Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzalez, Xavier Baro, Gholamreza Anbarjafari
A new approach for 2D to 3D garment retexturing is proposed based on Gaussian mixture models and thin plate splines (TPS).
no code implementations • ECCV 2018 • Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera
In recent years, most efforts in automatic AU recognition have been dedicated to learning combinations of local features and to exploiting correlations between Action Units.
no code implementations • 2 Feb 2018 • Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Gucluturk, Umut Guclu, Xavier Baro, Isabelle Guyon, Julio Jacques Junior, Meysam Madadi, Stephane Ayache, Evelyne Viegas, Furkan Gurpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
Explainability and interpretability are two critical aspects of decision support systems.
1 code implementation • CVPR 2018 • Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim
Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018
Ranked #5 on
Hand Pose Estimation
on HANDS 2017
no code implementations • 26 May 2017 • Meysam Madadi, Sergio Escalera, Xavier Baro, Jordi Gonzalez
Despite recent advances in 3D pose estimation of human hands, especially thanks to the advent of CNNs and depth cameras, this task is still far from being solved.
no code implementations • 9 Mar 2017 • Umut Güçlü, Yağmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi González, Rob Van Lier, Marcel A. J. van Gerven
Recent years have seen a sharp increase in the number of related yet distinct advances in semantic segmentation.