Concepedia

Passive infrared sensor dataset and deep learning models for device-free indoor localization and tracking

Kan Ngamakeur, Sira Yongchareon, Jian Yu, Md. Saiful Islam

Pervasive and Mobile Computing · 2022 · 34 citations · 50 references

Open access

Concepts

ComputingComputer ScienceRobotics EngineeringComputer VisionMachine LearningSensorsDeep LearningIndoor LocalizationLocalization UncertaintyRobot LocalizationTracking SystemsWireless Sensor NetworksDeep Learning For LocalizationDeep Learning-based LocalizationDeep Learning-based TrackingInfrared Image SensorsInfrared SensingLocalization LearningMachine Learning For Localization

References

50

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Jun‐Young Chung, Çağlar Gülçehre, Kyunghyun Cho et al. · arXiv (Cornell University) · 2014 · 10.8K citations · Full text

Computing, Data Science, Machine Learning +13

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Computing, Computer Science, Computer Vision +13

1D convolutional neural networks and applications: A survey

Osama Abdeljaber, Türker İnce, Moncef Gabbouj et al. · Qatar University QSpace (Qatar University) · 2022 · 2.7K citations

Computing, Biomedical Engineering, Computer Science +16

The Horus WLAN location determination system

Moustafa Youssef, Ashok K. Agrawala · 2005 · 1.7K citations

Computing, Electrical Engineering, Information Technology +13