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
… and multi-scale problems of pedestrian detection and discussed the corresponding solutions.
At last, we induced the pedestrian detection … trend of deep learning in pedestrian detection. …
At last, we induced the pedestrian detection … trend of deep learning in pedestrian detection. …
A part-aware multi-scale fully convolutional network for pedestrian detection
… Based on the above analysis, we propose a new structure to generate multi-scale feature
maps with sufficient spatial resolution for accurate pedestrian detection, as illustrated in Fig. 5(c…
maps with sufficient spatial resolution for accurate pedestrian detection, as illustrated in Fig. 5(c…
Adaptive fusion of multi-scale YOLO for pedestrian detection
WY Hsu, WY Lin - IEEE Access, 2021 - ieeexplore.ieee.org
… detection. Therefore, this study explored methods of resolving such pedestrian detection
problems… Although deep learning has been widely used in pedestrian detection [3], [4], image …
problems… Although deep learning has been widely used in pedestrian detection [3], [4], image …
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
… recent progress in pedestrian detection. Firstly, brief progress of pedestrian detection in the
past … Secondly, recent deep learning methods focusing on occlusion and scale variance are …
past … Secondly, recent deep learning methods focusing on occlusion and scale variance are …
Pedestrian detection using multi-scale structure-enhanced super-resolution
WY Hsu, PY Yang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
… Related applications such as object detection [1… ], etc., and this research will study the
sub-branch “pedestrian detection” under object detection. Pedestrian detection has been one of …
sub-branch “pedestrian detection” under object detection. Pedestrian detection has been one of …
A new multi-scale pedestrian detection algorithm in traffic environment
J Ren, J Han - Journal of Electrical Engineering & Technology, 2021 - Springer
… Aiming at the problems of background confusion, there are pedestrian ambiguity and
pedestrian multi-scale in pedestrian detection, this paper constructs a pedestrian detection method …
pedestrian multi-scale in pedestrian detection, this paper constructs a pedestrian detection method …
Pedestrian detection algorithm based on multi-scale feature extraction and attention feature fusion
H Xia, J Ma, J Ou, X Lv, C Bai - Digital Signal Processing, 2022 - Elsevier
… pedestrian detection have been improved considerably, an optimistic balance between
accuracy and speed, pedestrian detection under different scales … multi-scale pedestrian detection…
accuracy and speed, pedestrian detection under different scales … multi-scale pedestrian detection…
SAM-RCNN: Scale-aware multi-resolution multi-channel pedestrian detection
… In this paper, we proposed a scale-aware multi-resolution (SAM) pedestrian detection frame…
combination of multi-resolution CNN features for pedestrian candidates of different scales. …
combination of multi-resolution CNN features for pedestrian candidates of different scales. …
[HTML][HTML] Occlusion and multi-scale pedestrian detection A review
W Chen, Y Zhu, Z Tian, F Zhang, M Yao - Array, 2023 - Elsevier
… problems are the key problems to be solved in pedestrian detection. The purpose of this … of
pedestrian detection. Firstly, this paper explores the research status of pedestrian detection in …
pedestrian detection. Firstly, this paper explores the research status of pedestrian detection in …
Pedestrian detection via multi-scale feature fusion convolutional neural network
A Guo, B Yin, J Zhang, J Yao - 2017 Chinese Automation …, 2017 - ieeexplore.ieee.org
… pedestrian detection. Taking into account these factors, we present MFF-CNN for pedestrian
detection … multi-scale features. We first modify anchors in RPN, making it more suitable for …
detection … multi-scale features. We first modify anchors in RPN, making it more suitable for …
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