Occlusion handling and multi-scale pedestrian detection based on deep learning: A review
F Li, X Li, Q Liu, Z Li - IEEE Access, 2022 - ieeexplore.ieee.org
Pedestrian detection is an important branch of computer vision, and has important
applications in the fields of autonomous driving, artificial intelligence and video surveillance …
applications in the fields of autonomous driving, artificial intelligence and video surveillance …
Deep learning for occluded and multi‐scale pedestrian detection: A review
Y Xiao, K Zhou, G Cui, L Jia, Z Fang… - IET Image …, 2021 - Wiley Online Library
Pedestrian detection, as a research hotspot in the field of computer vision, is widely used in
many fields, such as automatic driving, video surveillance, robots and so on. In recent years …
many fields, such as automatic driving, video surveillance, robots and so on. In recent years …
[HTML][HTML] Occlusion and multi-scale pedestrian detection A review
W Chen, Y Zhu, Z Tian, F Zhang, M Yao - Array, 2023 - Elsevier
Pedestrian detection has a wide range of application prospects in many fields such as
unmanned driving, intelligent monitoring, robot, etc., and has always been a hot issue in the …
unmanned driving, intelligent monitoring, robot, etc., and has always been a hot issue in the …
MLFFCSP: a new anti-occlusion pedestrian detection network with multi-level feature fusion for small targets
R Huan, J Zhang, C Xie, R Liang, P Chen - Multimedia Tools and …, 2023 - Springer
Pedestrian detection relying on deep convolution neural networks has achieved significant
progress. However, the performance of current pedestrian detection algorithms remains …
progress. However, the performance of current pedestrian detection algorithms remains …
Survey of pedestrian detection with occlusion
C Ning, L Menglu, Y Hao, S Xueping… - Complex & Intelligent …, 2021 - Springer
Pedestrian detection is widely applied in surveillance, autonomous robotic navigation, and
automotive safety. However, there are many occlusion problems in real life. This paper …
automotive safety. However, there are many occlusion problems in real life. This paper …
Real-time pedestrian detection with deep supervision in the wild
Z Li, Z Chen, QMJ Wu, C Liu - Signal, Image and Video Processing, 2019 - Springer
Pedestrian detection is a challenging research task, and it is widely applied in automatic
driving and intelligent surveillance fields. Although many approaches based on deep …
driving and intelligent surveillance fields. Although many approaches based on deep …
Box guided convolution for pedestrian detection
Occlusions, scale variation and numerous false positives still represent fundamental
challenges in pedestrian detection. Intuitively, different sizes of receptive fields and more …
challenges in pedestrian detection. Intuitively, different sizes of receptive fields and more …
A boosted multi-task model for pedestrian detection with occlusion handling
Pedestrian detection is a challenging problem in computer vision, and has achieved
impressive progress in recent years. However, the current state-of-the-art methods suffer …
impressive progress in recent years. However, the current state-of-the-art methods suffer …
Learning pixel-level and instance-level context-aware features for pedestrian detection in crowds
Pedestrian detection in crowded scenes is an intractable problem in computer vision, in
which occlusion often presents a great challenge. In this paper, we propose a novel context …
which occlusion often presents a great challenge. In this paper, we propose a novel context …
Challenges of designing computer vision-based pedestrian detector for supporting autonomous driving
P Sun, A Boukerche - … Conference on Mobile Ad Hoc and …, 2019 - ieeexplore.ieee.org
In recent years, aiming to improve deriving safety and supporting autonomous driving,
pedestrian detection has attracted considerable attention from both industry and academic …
pedestrian detection has attracted considerable attention from both industry and academic …
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