Search
Search Results
-
Crowded pedestrian detection with optimal bounding box relocation
In crowded pedestrian detection, occlusion situations are common challenges that seriously impact detection performance. These occlusions are usually...
-
A lightweight algorithm for pedestrian detection in overhead images
In the field of pedestrian detection in overhead scenes, widely-used deep learning algorithms often underperform due to insufficient pedestrian...
-
An improved YOLO algorithm with multisensing for pedestrian detection
Although pedestrian detection techniques are improving, this task is still challenging due to the problems of target occlusion, small targets, and...
-
IDPD: improved deformable-DETR for crowd pedestrian detection
Pedestrian detection is an important basis for many pedestrian-related applications and studies, and has received extensive attention in recent...
-
HF-YOLO: Advanced Pedestrian Detection Model with Feature Fusion and Imbalance Resolution
Pedestrian detection is crucial for various applications, including intelligent transportation and video surveillance systems. Although recent...
-
AFC-Net: adjacent feature complementary for crowded pedestrian detection
In recent years, despite the significant performance improvement for pedestrian detection algorithms in crowded scenes, an imbalance between...
-
Towards more reliable evaluation in pedestrian detection by rethinking “ignore regions”
It remains a challenging task to detect pedestrians in crowds and it needs more efforts to understand why the detectors fail. When we perform an...
-
Segmentation-based bounding box generation for omnidirectional pedestrian detection
We propose a segmentation-based bounding box generation method for omnidirectional pedestrian detection that enables detectors to tightly fit...
-
Pedestrian detection based on channel feature fusion and enhanced semantic segmentation
AbstractAt present, pedestrian detection is widely applied to autonomous driving and intelligent transportation and robots, etc. But the balance...
-
Forward-looking omnidirectional infrared pedestrian detection for driver assistance
To improve the intelligent driving abilities about the day-night situation awareness and large airspace real-time acquisition, we employ a...
-
A feature aggregation network for multispectral pedestrian detection
Pedestrian detection is an important task in many computer vision applications. Since multispectral pedestrian detection can alleviate the...
-
From macro to micro: rethinking multi-scale pedestrian detection
Pedestrian detection is the use of computer vision techniques to determine whether there are pedestrians in an image or video sequence and give their...
-
Reparameterized dilated architecture: A wider field of view for pedestrian detection
With the continuous advancements in the field of computer vision, the performance of state-of-the-art (SOTA) methods in pedestrian detection has...
-
An adversarial pedestrian detection model based on virtual fisheye image training
Fisheye camera is an important sensor in on-board systems and surveillance systems. However, the current fisheye image pedestrian detection still...
-
An improved multi-scale and knowledge distillation method for efficient pedestrian detection in dense scenes
Pedestrian detection in densely populated scenes, particularly in the presence of occlusions, remains a challenging issue in computer vision....
-
Pedestrian detection using RetinaNet with multi-branch structure and double pooling attention mechanism
Pedestrian detection technology, combined with techniques such as pedestrian tracking and behavior analysis, can be widely applied in fields closely...
-
MAPD: multi-receptive field and attention mechanism for multispectral pedestrian detection
For pedestrian detection in all weather conditions, multispectral imagery is the preferred solution for multimodal data acquisition. Due to the...
-
UAV-Assisted Pedestrian Detection System
The collaboration between UAVs and the IoV has garnered significant attention from both academia and industries. One of the typical application...
-
Transformer fusion and histogram layer multispectral pedestrian detection network
Due to the complementarity of multispectral data, the performance of pedestrian detection can be significantly improved, so multispectral pedestrian...
-
SE-YOLOv4: shuffle expansion YOLOv4 for pedestrian detection based on PixelShuffle
In pedestrian detection, the upsampling operation of YOLOv4 during feature aggregation affects the integrity of feature information for small-scale...
