Michael Villamizar

44 papers A* 5A 5B 7C 2Misc 3Journal 14Unranked 6

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