241 citations · 406 across the 8 of their papers we have counts for
9 papers
Learning multiplane images from single views with self-supervision
Gustavo Sutter P. Carvalho, Diogo C. Luvizon, Antonio Joia Neto +2
Generating static novel views from an already captured image is a hard task in computer vision and graphics, in particular when the single input image has dynamic parts such as per…
Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations
Antonio Joia Neto, Andre G C Pacheco, Diogo C Luvizon
In this paper, we propose a new Sound Event Classification (SEC) method which is inspired in recent works for out-of-distribution detection. In our method, we analyse all the activ…
Adaptive Multiplane Image Generation from a Single Internet Picture
Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos +7
In the last few years, several works have tackled the problem of novel view synthesis from stereo images or even from a single picture. However, previous methods are computationall…
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation
Allan Pinto, Manuel A. Córdova, Luis G. L. Decker +8
Stereo vision is a growing topic in computer vision due to the innumerable opportunities and applications this technology offers for the development of modern solutions, such as vi…
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression
Diogo Luvizon, Hedi Tabia, David Picard
In this paper we propose a highly scalable convolutional neural network, end-to-end trainable, for real-time 3D human pose regression from still RGB images. We call this approach t…
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition
Diogo C Luvizon, Hedi Tabia, David Picard
Human pose estimation and action recognition are related tasks since both problems are strongly dependent on the human body representation and analysis. Nonetheless, most recent me…
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates
Diogo C Luvizon, Hedi Tabia, David Picard
3D human pose estimation is frequently seen as the task of estimating 3D poses relative to the root body joint. Alternatively, we propose a 3D human pose estimation method in camer…
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning
Diogo C. Luvizon, David Picard, Hedi Tabia
Action recognition and human pose estimation are closely related but both problems are generally handled as distinct tasks in the literature. In this work, we propose a multitask f…
Human Pose Regression by Combining Indirect Part Detection and Contextual Information
Diogo C. Luvizon, Hedi Tabia, David Picard
In this paper, we propose an end-to-end trainable regression approach for human pose estimation from still images. We use the proposed Soft-argmax function to convert feature maps…