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Publications of Michael Villamizar
2024
| CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition, , , and , in: 18th IEEE Int. Conference on Automatic Face and Gesture Recognition (FG), Istanbul,, 2024 |
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| Investigating Semantic Segmentation Models to Assist Visually Impaired People, , and , Idiap-RR-13-2024 |
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| Investigating Semantic Segmentation Models to Assist Visually Impaired People, , and , in: European Conference on Computer Vision - Workshops, 2024 |
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2023
| A Multitask and Kernel approach for Learning to Push Objects with a Task-Parameterized Deep Q-Network, , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Efficient Grapevine Structure Estimation in Vineyards Conditions, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, pages 712--720, 2023 |
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| Towards Smart Pruning: ViNet, a Deep-Learning Approach for Grapevine Structure Estimation, , , and , in: Computers and Electronics in Agriculture, 207:107736, 2023 |
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2021
| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
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2020
| Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation, , , and , in: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 30(11):4207-4221, 2020 |
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| Multi-scale sequential network for semantic text segmentation and localization, , and , in: Pattern Recognition Letters, 129:63-69, 2020 |
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| Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020 |
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| WatchNet++: Efficient and accurate depth-based network for detecting people attacks and intrusion, , , and , in: Machine Vision and Applications, 2020 |
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2018
| Investigating Depth Domain Adaptation for Efficient Human Pose Estimation, , , and , in: European Conference on Computer Vision - Workshops, 2018 |
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| Real-time Convolutional Networks for Depth-based Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018 |
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| UNICITY: A depth maps database for people detection in security airlocks, , , , , , , and , in: IEEE International Conference on Advanced Video and Signal-based Surveillance Workshop, 2018 |
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| WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems, , , and , in: IEEE International Conference on Advanced Video and Signal-based Surveillance, Auckland, NEW ZEALAND, pages 109-114, 2018 |
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