Edge Vision Systems

Edge Vision Systems is a specialized class of edge artificial intelligence systems that integrates on-device image sensing, processing, and inference capabilities to enable real-time visual understanding with minimal reliance on cloud infrastructure.

350

Publications

16.2K

Citations

1.5K

Authors

544

Institutions

Publications per year

2017–2026

315

Parents

Edge Artificial Intelligence

Publications

350

Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks, Kevin Chen et al. · 2019 · 448 citations

Computing, Computer Science, Artificial Intelligence +16

A Survey on the Convergence of Edge Computing and AI for UAVs: Opportunities and Challenges

Patrick McEnroe, Shen Wang, Madhusanka Liyanage · IEEE Internet of Things Journal · 2022 · 432 citations · Full text

Computing, Autonomous Systems, Cloud Computing +17

An Edge Traffic Flow Detection Scheme Based on Deep Learning in an Intelligent Transportation System

Chen Chen, Bin Liu, Shaohua Wan et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 421 citations

Computing, Cloud Computing, Computer Science +17

A New Deep Learning-Based Food Recognition System for Dietary Assessment on An Edge Computing Service Infrastructure

Chang Liu, Yu Cao, Yan Luo et al. · IEEE Transactions on Services Computing · 2017 · 334 citations

Computing, Computer Science, Nutrition +16

Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles

Siyuan Liang, Hao Wu, Li Zhen et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 334 citations · Full text

Computing, Autonomous Systems, Computer Science +17

1–5 of 350

Authors

1.5K

SY
Seyed Yahya Nikouei
Binghamton University, United States
6 publications · 138 citations
6
h-index
YW
Yinhai Wang
University of Washington, United States
5 publications · 358 citations
5
h-index
TR
Timothy R. Faughnan
Binghamton University, United States
5 publications · 118 citations
5
h-index
VH
Victor Hugo C. de Albuquerque
Universidade de Fortaleza, Brazil
4 publications · 381 citations
4
h-index
YC
Yu Chen
Binghamton University, United States
4 publications · 98 citations
4
h-index

1–5 of 1.5K

Institutions

544

1–8 of 544

Venues

IEEE Access
19 publications · 1.1K citations
19
h-index
Sensors
24 publications · 902 citations
18
h-index
IEEE Internet of Things Journal
16 publications · 1.6K citations
16
h-index
arXiv (Cornell University)
Repository · 11 publications · 298 citations
11
h-index
Remote Sensing
7 publications · 303 citations
7
h-index

1–5