PedRecNet: Multi-task deep neural network for full 3D human pose and orientation estimation

Author:

Burgermeister Dennis1,Curio Cristobal1

Affiliation:

1. Reutlingen University,Cognitive Systems Group,Computer Science Department,Germany

Publisher

IEEE

Reference48 articles.

1. Adam: A Method for Stochastic Optimization;kingma;arXiv 1412 6980,2015

2. Decoupled Weight Decay Regularization;loshchilov;International Conference on Learning Representations (ICLR),2019

3. ISO 80000-2:2019 - Quantities and units — Part 2: Mathematics,2019

4. Simple Baselines for Human Pose Estimation and Tracking

5. MEBOW: Monocular Estimation of Body Orientation in the Wild

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1. EV-TIFNet: lightweight binocular fusion network assisted by event camera time information for 3D human pose estimation;Journal of Real-Time Image Processing;2024-08

2. Knowledge-based explainable pedestrian behavior predictor;2024 IEEE Intelligent Vehicles Symposium (IV);2024-06-02

3. Plausible Uncertainties for Human Pose Regression;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

4. Prediction of Human Body Orientation based on Voxel Using 3D Convolutional Neural Network;2023 International Seminar on Intelligent Technology and Its Applications (ISITIA);2023-07-26

5. Auxiliary Task-Guided CycleGAN for Black-Box Model Domain Adaptation;2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2023-01

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