Enhancing WiFi Fingerprinting with Visual Clues

C Wu, Z Yang, Y Liu, C Wu, Z Yang, Y Liu - Wireless Indoor Localization: A …, 2018 - Springer
… Pioneer efforts to improve WiFi-based localization have resorted to motion-assisted or
peer-assisted localization. They neither work in real time nor work without the help of peer users, …

Leveraging visual place recognition to improve indoor positioning with limited availability of WiFi scans

MR Nowicki, P Skrzypczyński - Sensors, 2019 - mdpi.com
… smartphones and natural localization cues or signals emitted … most widely investigated
WiFi-based positioning technique. In … Improving Wi-Fi based indoor positioning using particle filter …

Enhancing camera-based multimodal indoor localization with device-free movement measurement using WiFi

Y Zhao, J Xu, J Wu, J Hao… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… method ot enhance the outdoor localization. In summary, WiFi-based methods perform
well … packs visual clues and sensor data for accurate position measurements. Most image-based …

WiFi and vision-integrated fingerprint for smartphone-based self-localization in public indoor scenes

G Huang, Z Hu, J Wu, H Xiao… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… [19], [20] that enhance user experience in large public indoor … for combining the WiFi-based
method and the vision-based … Liu, “Enhancing WiFi-based localization with visual clues,” in …

Improving human action recognition by jointly exploiting video and WiFi clues

J Guo, M Shi, X Zhu, W Huang, Y He, W Zhang, Z Tang - Neurocomputing, 2021 - Elsevier
… ii) recently the WiFi based wireless communication service has … be fused effectively to enhance
the discriminative information, … AOA is most applied to position location rather than action …

Embracing spatial awareness for reliable wifi-based indoor location systems

J Xu, Z Yang, H Chen, Y Liu, X Zhou… - 2018 IEEE 15th …, 2018 - ieeexplore.ieee.org
… Section IV-A2 we will present a discretized definition to enhance the robustness. d(li, lj) denotes
… Liu, “Enhancing wifi-based localization with visual clues,” in ACM UbiComp, 2015. [4] S. …

Real-Time Video Forgery Detection Via Vision-WiFi Silhouette Correspondence

J Liu, X Fang, Y Chen, J Yuan, G Yu… - IEEE Transactions on …, 2024 - computer.org
… method and a forgery trace localization method. Extensive … We focus on enhancing the
security of the video surveillance … We compare WiSil with two existing WiFi-based video forgery …

Enhancing smartphone-based multi-modal indoor localization with camera and WiFi signal

J Xu, Y Zhao, J Wu, H Qian - … Conference on Mobile Ad Hoc and …, 2018 - ieeexplore.ieee.org
… CONCLUSION This work proposes a multi-modal approach to enhance indoor localization.
… Liu, “Enhancing wifi-based localization with visual clues,” in Proc. of ACM Ubicomp, pp. 963…

Improving Indoor Pedestrian Detection and Tracking in Crowded Environments: Deep Learning Based Multimodal Approaches

Y Zhang - 2024 - ses.library.usyd.edu.au
… To address this challenge, the authors introduce Argus, a system that leverages geometric
constraints from ubiquitous photos to enhance WiFi-based localisation. When a user wishes …

Learning Visual Clue for UWB-based multi-person pose estimation

S Kim, S Shin, S Lee, K Choi, Y Kim - Knowledge-Based Systems, 2024 - Elsevier
… We show that using VC can help enhance the generalization performance of learning, … less
location information in a 2D plane than the 2D images, it is hard to formulate visual clues that …