Scale-aware feature pyramid architecture for marine object detection
Sign Up to like & getrecommendations! Published in 2020 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-05217-7
Abstract: Marine object detection is an appealing but challengeable task in computer vision. Even though recent popular object detection algorithms perform well on common classes, they cannot acquire satisfied detection performance on marine objects because underwater… read more here.
Keywords: object detection; detection; feature pyramid; marine object ... See more keywords
A Magnified Adaptive Feature Pyramid Network for automatic microaneurysms detection.
Sign Up to like & getrecommendations! Published in 2021 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2021.105000
Abstract: Diabetic retinopathy (DR), as an important complication of diabetes, is the primary cause of blindness in adults. Automatic DR detection poses a challenge which is crucial for early DR screening. Currently, the vast majority of… read more here.
Keywords: magnified adaptive; detection; network; feature pyramid ... See more keywords
Radar Target Recognition Based on Feature Pyramid Fusion Lightweight CNN
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2909348
Abstract: In order to improve the accuracy and robustness of radar target recognition under low SNR conditions, a novel radar high range resolution profile (HRRP) target recognition method based on feature pyramid fusion lightweight CNN is… read more here.
Keywords: feature pyramid; target recognition; feature; target ... See more keywords
Bidirectional Parallel Feature Pyramid Network for Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3173732
Abstract: State-of-the-art Feature Pyramid Networks (FPNs) often focus on extracting features across different levels. In this paper, we propose a novel architecture, Bidirectional Parallel Feature Pyramid Network (BPFPN), to capture multi-scale spatial information from each level… read more here.
Keywords: network; parallel feature; feature; feature pyramid ... See more keywords
Scenario Context-Aware-Based Bidirectional Feature Pyramid Network for Remote Sensing Target Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3135935
Abstract: Compared with ordinary optical images, the situation of remote sensing images is much more complicated. The problems caused by the shooting angles over the Earth’s surface are: 1) some target categories with more complex shooting… read more here.
Keywords: network; remote sensing; bidirectional feature; feature pyramid ... See more keywords
Instance-Based Feature Pyramid for Visual Object Tracking
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3113041
Abstract: The deep learning based methods have improved the visual tracking precision significantly. However, the background distraction and the high precise localization remain challenging problems. Despite that some methods have fused the deep and shallow layer… read more here.
Keywords: instance based; deep shallow; based feature; feature ... See more keywords
A New Siamese Heterogeneous Convolutional Neural Networks Based on Attention Mechanism and Feature Pyramid.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3207431
Abstract: Accuracy and speed are the most important indexes for evaluating many object tracking algorithms. However, when constructing a deep fully convolutional neural network (CNN), the use of deep network feature tracking will cause tracking drift… read more here.
Keywords: attention mechanism; network; mechanism feature; feature ... See more keywords
Extended Feature Pyramid Network for Small Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3074273
Abstract: Small object detection remains an unsolved challenge because it is hard to extract the information of small objects with only a few pixels. While scale-level corresponding detection in feature pyramid network alleviates this problem, we… read more here.
Keywords: feature pyramid; object detection; feature; small object ... See more keywords
Large-scale tissue histopathology image segmentation based on feature pyramid
Sign Up to like & getrecommendations! Published in 2018 at "EURASIP Journal on Image and Video Processing"
DOI: 10.1186/s13640-018-0320-8
Abstract: Histopathology image analysis is a gold standard for cancer recognition and diagnosis. But typical problems with histopathology images that hamper automatic analysis include complex clinical features, insufficient training data, and large size of a single… read more here.
Keywords: image; segmentation; histopathology; histopathology image ... See more keywords
Automatic deep learning method for detection and classification of breast lesions in dynamic contrast-enhanced magnetic resonance imaging
Sign Up to like & getrecommendations! Published in 2023 at "Quantitative Imaging in Medicine and Surgery"
DOI: 10.21037/qims-22-323
Abstract: Background The purpose of this study was to develop a deep learning-based system with a cascade feature pyramid network for the detection and classification of breast lesions in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). Methods… read more here.
Keywords: network; pyramid network; breast lesions; feature pyramid ... See more keywords
Counting Crowded Soybean Pods Based on Deformable Attention Recursive Feature Pyramid
Sign Up to like & getrecommendations! Published in 2023 at "Agronomy"
DOI: 10.3390/agronomy13061507
Abstract: Counting the soybean pods automatically has been one of the key ways to realize intelligent soybean breeding in modern smart agriculture. However, the pod counting accuracy for whole soybean plants is still limited due to… read more here.
Keywords: feature; feature pyramid; attention recursive; soybean pods ... See more keywords