Michael Villamizar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 23

Top Topics

Object Detection

Pose Estimation

Surveillance System

Top Venues

Publications

Pierre Vuillecard, Arya Farkhondeh, Michael Villamizar, Jean-Marc Odobez
CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition. FG (2024)
Marco Ewerton, Michael Villamizar, Julius Jankowski, Sylvain Calinon, Jean-Marc Odobez
A Multitask and Kernel Approach for Learning to Push Objects with a Target-Parameterized Deep Q-Network. IROS (2023)
Theophile Gentilhomme, Michael Villamizar, Jerome Corre, Jean-Marc Odobez
Towards smart pruning: ViNet, a deep-learning approach for grapevine structure estimation. Comput. Electron. Agric. 207 (2023)
Theophile Gentilhomme, Michael Villamizar, Jerome Corre, Jean-Marc Odobez
Efficient Grapevine Structure Estimation in Vineyards Conditions. ICCV (Workshops) (2023)
Ángel Martínez-González, Michael Villamizar, Jean-Marc Odobez
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers. ICCVW (2021)
Ángel Martínez-González, Michael Villamizar, Jean-Marc Odobez
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers. CoRR (2021)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation. IEEE Trans. Circuits Syst. Video Technol. 30 (11) (2020)
Michael Villamizar, Ángel Martínez-González, Olivier Canévet, Jean-Marc Odobez
WatchNet++: efficient and accurate depth-based network for detecting people attacks and intrusion. Mach. Vis. Appl. 31 (6) (2020)
Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Multi-scale sequential network for semantic text segmentation and localization. Pattern Recognit. Lett. 129 (2020)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation. IROS (2020)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation. CoRR (2020)
Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer
Online learning and detection of faces with low human supervision. Vis. Comput. 35 (3) (2019)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Real-time Convolutional Networks for Depth-based Human Pose Estimation. CoRR (2019)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation. CoRR (2019)
Michael Villamizar, Ángel Martínez-González, Olivier Canévet, Jean-Marc Odobez
WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems. AVSS (2018)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Investigating Depth Domain Adaptation for Efficient Human Pose Estimation. ECCV Workshops (2) (2018)
Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer
Boosted Random Ferns for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 40 (2) (2018)
Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez
Real-time Convolutional Networks for Depth-based Human Pose Estimation. IROS (2018)
Joël Dumoulin, Olivier Canévet, Michael Villamizar, Hugo Nunes, Omar Abou Khaled, Elena Mugellini, Fabrice Moscheni, Jean-Marc Odobez
UNICITY: A depth maps database for people detection in security airlocks. AVSS (2018)
Anais Garrell, Luis Garza-Elizondo, Michael Villamizar, Fernando Herrero, Alberto Sanfeliu
Aerial social force model: A new framework to accompany people using autonomous flying robots. IROS (2017)
Anais Garrell, Michael Villamizar, Francesc Moreno-Noguer, Alberto Sanfeliu
Teaching Robot's Proactive Behavior Using Human Assistance. Int. J. Soc. Robotics 9 (2) (2017)
Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer
Random clustering ferns for multimodal object recognition. Neural Comput. Appl. 28 (9) (2017)
Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer
Interactive multiple object learning with scanty human supervision. Comput. Vis. Image Underst. 149 (2016)
Victor Vaquero, Michael Villamizar, Alberto Sanfeliu
Real Time People Detection Combining Appearance and Depth Image Spaces Using Boosted Random Ferns. ROBOT (2) (2015)
Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer
Multimodal Object Recognition Using Random Clustering Trees. IbPRIA (2015)
Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer
Modeling robot's world with minimal effort. ICRA (2015)
Antonio Rubio, Michael Villamizar, Luis Ferraz, Adrián Peñate Sánchez, Arnau Ramisa, Edgar Simo-Serra, Alberto Sanfeliu, Francesc Moreno-Noguer
Efficient monocular pose estimation for complex 3D models. ICRA (2015)
Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer
Fast online learning and detection of natural landmarks for autonomous aerial robots. ICRA (2014)
Anais Garrell, Michael Villamizar, Francesc Moreno-Noguer, Alberto Sanfeliu
Proactive behavior of an autonomous mobile robot for human-assisted learning. RO-MAN (2013)
Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer
Bootstrapping Boosted Random Ferns for discriminative and efficient object classification. Pattern Recognit. 45 (9) (2012)
Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer
Online human-assisted learning using Random Ferns. ICPR (2012)
Michael Villamizar, Helmut Grabner, Francesc Moreno-Noguer, Juan Andrade-Cetto, Luc Van Gool, Alberto Sanfeliu
Efficient 3D Object Detection using Multiple Pose-Specific Classifiers. BMVC (2011)
Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu
Detection Performance Evaluation of Boosted Random Ferns. IbPRIA (2011)
Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu
Shared Random Ferns for Efficient Detection of Multiple Categories. ICPR (2010)
Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu
Efficient rotation invariant object detection using boosted Random Ferns. CVPR (2010)
Jorge Scandaliaris, Michael Villamizar, Alberto Sanfeliu
Comparative Analysis for Detecting Objects Under Cast Shadows in Video Images. ICPR (2010)
Michael Villamizar, Jorge Scandaliaris, Alberto Sanfeliu, Juan Andrade-Cetto
Combining color-based invariant gradient detector with HoG descriptors for robust image detection in scenes under cast shadows. ICRA (2009)
Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto
Local Boosted Features for Pedestrian Detection. IbPRIA (2009)
Jorge Scandaliaris, Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu
Robust Color Contour Object Detection Invariant to Shadows. CIARP (2007)
Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto
Unidimensional Multiscale Local Features for Object Detection Under Rotation and Mild Occlusions. IbPRIA (2) (2007)
Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto
Computation of Rotation Local Invariant Features using the Integral Image for Real Time Object Detection. ICPR (4) (2006)
Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto
Orientation Invariant Features for Multiclass Object Recognition. CIARP (2006)