Leaderboards/Fire Detection and Safety Systems

Fire Detection and Safety Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Yutao Cui
Second Affiliated Hospital of Jilin University
2
Renjie Xu
Zhejiang A & F University
3
Hikmat Yar
Islamia College University
4
Cheng‐Fei Cao
Hangzhou Normal University
5
Kuldoshbay Avazov
Gachon University
6
En Yu
Huazhong University of Science and Technology
7
Dingkang Liang
Taiyuan University of Technology
8
V E Sathishkumar
Sunway University
9
Jiarui Cai
University of Washington
10
Saydirasulov Norkobil Saydirasulovich
Gachon University

Rising Stars Papers

1
MixFormer: End-to-End Tracking With Iterative Mixed Attention
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
70 cit.
2
An efficient deep learning architecture for effective fire detection in smart surveillance
Image and Vision Computing|2024
52 cit.
3
A modified vision transformer architecture with scratch learning capabilities for effective fire detection
Expert Systems with Applications|2024
32 cit.
4
An Empirical Analysis of Multimodal Affective Computing Approaches for Advancing Emotional Intelligence in Artificial Intelligence for Healthcare
IEEE Access|2024
31 cit.
5
A Hybrid Deep Learning Approach for Skin Cancer Classification Using Swin Transformer and Dense Group Shuffle Non-Local Attention Network
IEEE Access|2024
25 cit.
6
Secure Healthcare Access Control System (SHACS) for Anomaly Detection and Enhanced Security in Cloud-Based Healthcare Applications
IEEE Access|2024
21 cit.
7
A Secure Method of Communication Through BB84 Protocol in Quantum Key Distribution
Scalable Computing Practice and Experience|2024
17 cit.
8
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence|2025
17 cit.
9
Scalable production and functionalization of TMD nanosheets for bioinspired, ultrastrong, repeatable fire warning nanopapers
Nano Today|2025
15 cit.
10
Activation energy and Coriolis force impact on three-dimensional dusty nanofluid flow containing gyrotactic microorganisms: Machine learning and numerical approach
Nanotechnology Reviews|2025
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Hanaa ZainEldin
Mansoura University
2
Jinting Shi
Jiangxi Agricultural University
3
Khan Muhammad
Sungkyunkwan University
4
Wangda Zhao
Central South University
5
Xuelong Li
China Telecom (China)
6
Yi Yue
Henan Provincial People's Hospital
7
Gaohua Lin
University of Science and Technology of China
8
Jose Martin Z. Maningo
Liverpool Hope University
9
Cewu Lu
Shanghai Jiao Tong University
10
Shervin Minaee
Amazon (United States)

Emerging Leaders Papers

1
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time
IEEE Transactions on Pattern Analysis and Machine Intelligence|2022
672 cit.
2
An improved fire detection approach based on YOLO-v8 for smart cities
Neural Computing and Applications|2023
601 cit.
3
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
4
Biometrics recognition using deep learning: a survey
Artificial Intelligence Review|2023
227 cit.
5
Brain Tumor Detection and Classification Using Deep Learning and Sine-Cosine Fitness Grey Wolf Optimization
Bioengineering|2022
222 cit.
6
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks
IEEE Transactions on Intelligent Transportation Systems|2022
193 cit.
7
Deep neural networks in the cloud: Review, applications, challenges and research directions
Neurocomputing|2023
181 cit.
8
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
9
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
10
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Xiaolin Hu
University of Science and Technology of China
2
Sung Wook Baik
Sejong University
3
Haibin Ling
Temple University
4
Guido R. van der Werf
Wageningen University & Research
5
Ahmet Enis Çetin
University of Southern California
6
Kaiqi Huang
Shandong Institute of Automation
7
Xinyan Huang
Hong Kong Polytechnic University
8
Larry S. Davis
Texas A&M University – Texarkana
9
Xiaokang Yang
Shanghai Jiao Tong University
10
Victor Hugo C. de Albuquerque
Universidade Federal do Ceará

Current Senior Leaders Papers

1
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009)
Atmospheric chemistry and physics|2010
3.2k cit.
2
High Performance Visual Tracking with Siamese Region Proposal Network
Unknown Journal|2018
3k cit.
3
LIME: Low-Light Image Enhancement via Illumination Map Estimation
IEEE Transactions on Image Processing|2016
2.8k cit.
4
Global fire emissions estimates during 1997–2016
Earth system science data|2017
2.5k cit.
5
Interannual variability in global biomass burning emissions from 1997 to 2004
Atmospheric chemistry and physics|2006
2k cit.
6
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence|2019
1.8k cit.
7
Analysis of daily, monthly, and annual burned area using the fourth‐generation global fire emissions database (GFED4)
Journal of Geophysical Research Biogeosciences|2013
1.7k cit.
8
LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking
Unknown Journal|2019
1.6k cit.
9
Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power
Biogeosciences|2012
1.6k cit.
10
Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle
Nature|2014
1.5k cit.

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