On-Board Crowd Counting and Density Estimation Using Low Altitude Unmanned Aerial Vehicles—Looking beyond Beating the Benchmark

Approaches on crowd counting and density estimation: a review

(2021) Bo Li et al.   PATTERN ANALYSIS AND APPLICATIONS

Building and Infrastructure Defect Detection and Visualization Using Drone and Deep Learning Technologies

(2021) Yuhan Jiang et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Pruning and quantization for deep neural network acceleration: A survey

(2021) Tailin Liang et al.   NEUROCOMPUTING

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization

(2020) Qi Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Research on Image Feature Extraction and Retrieval Algorithms Based on Convolutional Neural Network

(2019) Xushan Peng et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Convolutional-Neural Network-Based Image Crowd Counting: Review, Categorization, Analysis, and Performance Evaluation

(2019) Naveed Ilyas et al.   SENSORS

A survey of recent advances in CNN-based single image crowd counting and density estimation

(2018) Vishwanath A. Sindagi et al.   PATTERN RECOGNITION LETTERS

Fast crowd density estimation with convolutional neural networks

(2015) Min Fu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Counting People With Low-Level Features and Bayesian Regression

(2011) A. B. Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING