Deep tracking in the wild: End-to-end tracking using recurrent neural networks

Deep tracking in the wild: End-to-end tracking using recurrent neural networks

This paper presents a novel approach for tracking static and dynamic objects for an autonomous vehicle operating in complex urban environments. Whereas traditional approaches for tracking often feature numerous hand-engineered stages, this method is learned end-to-end and can directly predict a full...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Dequaire, J, Ondrúška, P, Rao, D, Wang, D, Posner, H
Μορφή:	Journal article
Έκδοση:	SAGE Publications 2017

Παρόμοια τεκμήρια

End-to-end tracking and semantic segmentation using recurrent neural networks
ανά: Ondruska, P, κ.ά.
Έκδοση: (2016)

DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks
ανά: Wang, S, κ.ά.
Έκδοση: (2017)

End‐to‐end feature fusion Siamese network for adaptive visual tracking
ανά: Dongyan Guo, κ.ά.
Έκδοση: (2021-01-01)

Off the beaten track: predicting localisation performance in visual teach and repeat
ανά: Dequaire, J, κ.ά.
Έκδοση: (2018)

Deep Reinforcement Learning-Based End-to-End Control for UAV Dynamic Target Tracking
ανά: Jiang Zhao, κ.ά.
Έκδοση: (2022-11-01)

Hierarchical attentive recurrent tracking
ανά: Kosiorek, A, κ.ά.
Έκδοση: (2018)

End-to-end representation learning for Correlation Filter based tracking
ανά: Valmadre, J, κ.ά.
Έκδοση: (2017)

An End-to-End Recurrent Neural Network for Radial MR Image Reconstruction
ανά: Changheun Oh, κ.ά.
Έκδοση: (2022-09-01)

Recurrent neural network for end-to-end modeling of laminar-turbulent transition
ανά: Muhammad I. Zafar, κ.ά.
Έκδοση: (2021-01-01)

Kurdish end-to-end speech synthesis using deep neural networks
ανά: Sabat Salih Muhamad, κ.ά.
Έκδοση: (2024-09-01)

An End-to-End Dehazing Siamese Region Proposal Network for High Robustness Object Tracking
ανά: Kun Han, κ.ά.
Έκδοση: (2021-01-01)

Attention-Based End-to-End Differentiable Particle Filter for Audio Speaker Tracking
ανά: Jinzheng Zhao, κ.ά.
Έκδοση: (2024-01-01)

End-to-End Training of Deep Neural Networks in the Fourier Domain
ανά: András Fülöp, κ.ά.
Έκδοση: (2022-06-01)

End-to-End Network for Pedestrian Detection, Tracking and Re-Identification in Real-Time Surveillance System
ανά: Mingwei Lei, κ.ά.
Έκδοση: (2022-11-01)

End-to-End Premature Ventricular Contraction Detection Using Deep Neural Networks
ανά: Dimitri Kraft, κ.ά.
Έκδοση: (2023-10-01)

An End‐To‐End Flood Stage Prediction System Using Deep Neural Networks
ανά: L. Windheuser, κ.ά.
Έκδοση: (2023-01-01)

Image Shadow Removal Using End-to-End Deep Convolutional Neural Networks
ανά: Hui Fan, κ.ά.
Έκδοση: (2019-03-01)

End-to-End Unsupervised 4D Cardiac Motion Tracking With Spatiotemporal Optical Flow Networks
ανά: Long Teng, κ.ά.
Έκδοση: (2024-01-01)

MPNET: An End-to-End Deep Neural Network for Object Detection in Surveillance Video
ανά: Hanyu Wang, κ.ά.
Έκδοση: (2018-01-01)

Convolution Encoders for End-to-End Action Tracking With Space-Time Cubic Kernels
ανά: Lin Wang, κ.ά.
Έκδοση: (2020-01-01)

End-to-End Correlation Tracking With Enhanced Multi-Level Feature Fusion
ανά: Guangen Liu, κ.ά.
Έκδοση: (2021-01-01)

Influencer Loss: End-to-end Geometric Representation Learning for Track Reconstruction
ανά: Murnane Daniel
Έκδοση: (2024-01-01)

Deep Communication: Exploring End-to-End Wireless with Convolutional Neural Network
ανά: Sumaira Mushtaq, κ.ά.
Έκδοση: (2023-07-01)

FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition
ανά: Hongje Seong, κ.ά.
Έκδοση: (2020-01-01)

Deep Regression Neural Network for End-to-End Person Re-Identification
ανά: Yingchun Guo, κ.ά.
Έκδοση: (2019-01-01)

End-to-End Joint Multi-Object Detection and Tracking for Intelligent Transportation Systems
ανά: Qing Xu, κ.ά.
Έκδοση: (2023-11-01)

Large-scale cost function learning for path planning using deep inverse reinforcement learning
ανά: Wulfmeier, M, κ.ά.
Έκδοση: (2017)

Robot End Effector Tracking Using Predictive Multisensory Integration
ανά: Lakshitha P. Wijesinghe, κ.ά.
Έκδοση: (2018-10-01)

INTEGRATING MOTION PRIORS FOR END-TO-END ATTENTION-BASED MULTI-OBJECT TRACKING
ανά: R. Ali, κ.ά.
Έκδοση: (2023-12-01)

An End-to-End Noise-Weakened Person Re-Identification and Tracking With Adaptive Partial Information
ανά: Xi Yang, κ.ά.
Έκδοση: (2019-01-01)

An Improved End-to-End Multi-Target Tracking Method Based on Transformer Self-Attention
ανά: Yong Hong, κ.ά.
Έκδοση: (2022-12-01)

Target tracking using deep neural network (DNN)
ανά: Hu, Minghui
Έκδοση: (2019)

A Vision-Based End-to-End Reinforcement Learning Framework for Drone Target Tracking
ανά: Xun Zhao, κ.ά.
Έκδοση: (2024-10-01)

SeqSleepNet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging
ανά: Phan, H, κ.ά.
Έκδοση: (2019)

A theoretical framework for end-to-end learning of deep neural networks with applications to robotics
ανά: Li, Sitan, κ.ά.
Έκδοση: (2023)

Evolving Hybrid Deep Neural Network Models for End-to-End Inventory Ordering Decisions
ανά: Thais de Castro Moraes, κ.ά.
Έκδοση: (2023-11-01)

A Theoretical Framework for End-to-End Learning of Deep Neural Networks With Applications to Robotics
ανά: Sitan Li, κ.ά.
Έκδοση: (2023-01-01)

An End-to-End Deep Neural Network for Autonomous Driving Designed for Embedded Automotive Platforms
ανά: Jelena Kocić, κ.ά.
Έκδοση: (2019-05-01)

SGDNet : an end-to-end saliency-guided deep neural network for no-reference image quality assessment
ανά: Yang, Sheng, κ.ά.
Έκδοση: (2020)

Generalising multistain immunohistochemistry tissue segmentation using end‐to‐end colour deconvolution deep neural networks
ανά: Amal Lahiani, κ.ά.
Έκδοση: (2019-05-01)