FLGR: Fixed Length Gists Representation Learning for RNN-HMM Hybrid-Based Neuromorphic Continuous Gesture Recognition
暂无分享,去创建一个
Jörg Conradt | Florian Röhrbein | Guang Chen | Jieneng Chen | Marten Lienen | Alois C. Knoll | J. Conradt | G. Chen | Jieneng Chen | Marten Lienen | F. Röhrbein | Alois Knoll | Marten Lienen
[1] Wulfram Gerstner,et al. SPIKING NEURON MODELS Single Neurons , Populations , Plasticity , 2002 .
[2] Davide Scaramuzza,et al. Lifetime estimation of events from Dynamic Vision Sensors , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).
[3] Shih-Chii Liu,et al. Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences , 2016, NIPS.
[4] Tobi Delbruck,et al. Robotic goalie with 3 ms reaction time at 4% CPU load using event-based dynamic vision sensor , 2013, Front. Neurosci..
[5] Davide Scaramuzza,et al. Ultimate SLAM? Combining Events, Images, and IMU for Robust Visual SLAM in HDR and High-Speed Scenarios , 2017, IEEE Robotics and Automation Letters.
[6] Stefan Leutenegger,et al. Simultaneous Optical Flow and Intensity Estimation from an Event Camera , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[7] Alex Graves,et al. Generating Sequences With Recurrent Neural Networks , 2013, ArXiv.
[8] Sander Dieleman,et al. Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video , 2015, International Journal of Computer Vision.
[9] J.K. Aggarwal,et al. Human activity analysis , 2011, ACM Comput. Surv..
[10] Ming Yang,et al. 3D Convolutional Neural Networks for Human Action Recognition , 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[11] Christian Wolf,et al. Multi-scale Deep Learning for Gesture Detection and Localization , 2014, ECCV Workshops.
[12] Hermann Ney,et al. Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[13] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[14] T. Delbruck,et al. > Replace This Line with Your Paper Identification Number (double-click Here to Edit) < 1 , 2022 .
[15] Guy Lapalme,et al. A systematic analysis of performance measures for classification tasks , 2009, Inf. Process. Manag..
[16] Lei Deng,et al. Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks , 2017, Front. Neurosci..
[17] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[18] Sergio Escalera,et al. RGB-D-based Human Motion Recognition with Deep Learning: A Survey , 2017, Comput. Vis. Image Underst..
[19] Tobi Delbrück,et al. Steering a predator robot using a mixed frame/event-driven convolutional neural network , 2016, 2016 Second International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP).
[20] Rekha Lathi,et al. Dynamic Vision Sensor Camera Based Bare Hand Gesture Recognition , 2012 .
[21] Karthik Ramani,et al. DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed with Deep Features , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[22] Narciso García,et al. Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[23] Tobi Delbrück,et al. A Low Power, Fully Event-Based Gesture Recognition System , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[24] Hongjie Liu,et al. DVS Benchmark Datasets for Object Tracking, Action Recognition, and Object Recognition , 2016, Front. Neurosci..
[25] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[26] Gerald Penn,et al. Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[27] Wojciech Zaremba,et al. An Empirical Exploration of Recurrent Network Architectures , 2015, ICML.
[28] Tobi Delbrück,et al. Touchless hand gesture UI with instantaneous responses , 2012, 2012 19th IEEE International Conference on Image Processing.
[29] Ling Shao,et al. Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[30] Elena Mugellini,et al. A Survey of Datasets for Human Gesture Recognition , 2014, HCI.
[31] Tobi Delbrück,et al. Real-Time Gesture Interface Based on Event-Driven Processing From Stereo Silicon Retinas , 2014, IEEE Transactions on Neural Networks and Learning Systems.
[32] Tobi Delbrück,et al. A 128$\times$ 128 120 dB 15 $\mu$s Latency Asynchronous Temporal Contrast Vision Sensor , 2008, IEEE Journal of Solid-State Circuits.
[33] Tobi Delbrück,et al. Live demonstration: Gesture-based remote control using stereo pair of dynamic vision sensors , 2012, 2012 IEEE International Symposium on Circuits and Systems.
[34] Christian Wolf,et al. ModDrop: Adaptive Multi-Modal Gesture Recognition , 2014, IEEE Trans. Pattern Anal. Mach. Intell..
[35] Mohan M. Trivedi,et al. Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations , 2014, IEEE Transactions on Intelligent Transportation Systems.
[36] Qiang Wang,et al. Performance improvement of deep learning based gesture recognition using spatiotemporal demosaicing technique , 2016, 2016 IEEE International Conference on Image Processing (ICIP).
[37] Kanchan Gaikwad. HMM Classifier for Human Activity Recognition , 2012 .
[38] Xilin Chen,et al. Two streams Recurrent Neural Networks for Large-Scale Continuous Gesture Recognition , 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).
[39] Pavlo Molchanov,et al. Hand gesture recognition with 3D convolutional neural networks , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[40] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[41] Thomas Pock,et al. Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation , 2016, International Journal of Computer Vision.
[42] Changshui Zhang,et al. Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[43] Davide Scaramuzza,et al. Event-based, 6-DOF pose tracking for high-speed maneuvers , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[44] Kevin P. Murphy,et al. Machine learning - a probabilistic perspective , 2012, Adaptive computation and machine learning series.
[45] John J. Leonard,et al. Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age , 2016, IEEE Transactions on Robotics.