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ORCIDMichael Villamizar
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2020 – today
- 2024
[c28]Pierre Vuillecard, Arya Farkhondeh, Michael Villamizar, Jean-Marc Odobez
:
CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition. FG 2024: 1-9- 2023
- [j10]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: 107736 (2023) - [c27]Theophile Gentilhomme, Michael Villamizar, Jerome Corre, Jean-Marc Odobez:
Efficient Grapevine Structure Estimation in Vineyards Conditions. ICCV (Workshops) 2023: 712-720 - [c26]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: 1-7 - 2021
- [c25]Ángel Martínez-González, Michael Villamizar, Jean-Marc Odobez:
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers. ICCVW 2021: 2276-2284 - [i4]Ángel Martínez-González, Michael Villamizar, Jean-Marc Odobez:
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers. CoRR abs/2109.07531 (2021) - 2020
- [j9]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): 41 (2020) - [j8]Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Multi-scale sequential network for semantic text segmentation and localization. Pattern Recognit. Lett. 129: 63-69 (2020) - [j7]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): 4207-4221 (2020) - [c24]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation. IROS 2020: 10313-10318 - [i3]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation. CoRR abs/2011.05010 (2020)
2010 – 2019
- 2019
- [j6]Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer:
Online learning and detection of faces with low human supervision. Vis. Comput. 35(3): 349-370 (2019) - [p2]Michael Villamizar, Alberto Sanfeliu:
Robust Perception for Aerial Inspection: Adaptive and On-Line Techniques. Aerial Robotic Manipulation 2019: 261-273 - [i2]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Real-time Convolutional Networks for Depth-based Human Pose Estimation. CoRR abs/1910.13911 (2019) - [i1]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation. CoRR abs/1912.00711 (2019) - 2018
- [j5]Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer:
Boosted Random Ferns for Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 40(2): 272-288 (2018) - [c23]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: 1-6 - [c22]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: 1-6 - [c21]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Investigating Depth Domain Adaptation for Efficient Human Pose Estimation. ECCV Workshops (2) 2018: 346-363 - [c20]Ángel Martínez-González, Michael Villamizar, Olivier Canévet, Jean-Marc Odobez:
Real-time Convolutional Networks for Depth-based Human Pose Estimation. IROS 2018: 41-47 - 2017
- [j4]Anais Garrell, Michael Villamizar, Francesc Moreno-Noguer, Alberto Sanfeliu:
Teaching Robot's Proactive Behavior Using Human Assistance. Int. J. Soc. Robotics 9(2): 231-249 (2017) - [j3]Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer:
Random clustering ferns for multimodal object recognition. Neural Comput. Appl. 28(9): 2445-2460 (2017) - [c19]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: 7011-7017 - 2016
- [j2]Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer:
Interactive multiple object learning with scanty human supervision. Comput. Vis. Image Underst. 149: 51-64 (2016) - 2015
- [c18]Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer:
Multimodal Object Recognition Using Random Clustering Trees. IbPRIA 2015: 496-504 - [c17]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: 1397-1402 - [c16]Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer:
Modeling robot's world with minimal effort. ICRA 2015: 4890-4896 - [c15]Victor Vaquero, Michael Villamizar, Alberto Sanfeliu:
Real Time People Detection Combining Appearance and Depth Image Spaces Using Boosted Random Ferns. ROBOT (2) 2015: 587-598 - 2014
- [c14]Michael Villamizar, Alberto Sanfeliu, Francesc Moreno-Noguer:
Fast online learning and detection of natural landmarks for autonomous aerial robots. ICRA 2014: 4996-5003 - 2013
- [c13]Anais Garrell, Michael Villamizar, Francesc Moreno-Noguer, Alberto Sanfeliu:
Proactive behavior of an autonomous mobile robot for human-assisted learning. RO-MAN 2013: 107-113 - [p1]Gonzalo Ferrer, Anais Garrell, Michael Villamizar, Iván Huerta, Alberto Sanfeliu:
Robot Interactive Learning through Human Assistance. Multimodal Interaction in Image and Video Applications 2013: 185-203 - 2012
- [j1]Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer:
Bootstrapping Boosted Random Ferns for discriminative and efficient object classification. Pattern Recognit. 45(9): 3141-3153 (2012) - [c12]Michael Villamizar, Anais Garrell, Alberto Sanfeliu, Francesc Moreno-Noguer:
Online human-assisted learning using Random Ferns. ICPR 2012: 2821-2824 - 2011
- [c11]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: 1-10 - [c10]Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu:
Detection Performance Evaluation of Boosted Random Ferns. IbPRIA 2011: 67-75 - 2010
- [c9]Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu:
Efficient rotation invariant object detection using boosted Random Ferns. CVPR 2010: 1038-1045 - [c8]Michael Villamizar, Francesc Moreno-Noguer, Juan Andrade-Cetto, Alberto Sanfeliu:
Shared Random Ferns for Efficient Detection of Multiple Categories. ICPR 2010: 388-391 - [c7]Jorge Scandaliaris, Michael Villamizar, Alberto Sanfeliu:
Comparative Analysis for Detecting Objects Under Cast Shadows in Video Images. ICPR 2010: 4577-4580
2000 – 2009
- 2009
- [c6]Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto:
Local Boosted Features for Pedestrian Detection. IbPRIA 2009: 128-135 - [c5]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: 1997-2002 - 2007
- [c4]Jorge Scandaliaris, Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu:
Robust Color Contour Object Detection Invariant to Shadows. CIARP 2007: 301-310 - [c3]Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto:
Unidimensional Multiscale Local Features for Object Detection Under Rotation and Mild Occlusions. IbPRIA (2) 2007: 645-651 - 2006
- [c2]Michael Villamizar, Alberto Sanfeliu, Juan Andrade-Cetto:
Orientation Invariant Features for Multiclass Object Recognition. CIARP 2006: 655-664 - [c1]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: 81-85
Coauthor Index
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