| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Yuzhi Zhao, Lai-Man Po, Kangcheng Liu, Xuehui Wang, Wing-Yin Yu, Pengfei Xian, Yujia Zhang, Mengyang Li. SVCNet: Scribble-based Video Colorization Network with Temporal Aggregation. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol PP. 2023-08-02. PMID:37527316. |
the first stage includes a pyramid feature encoder to incorporate color scribbles with a grayscale frame, and a semantic feature encoder to extract semantics. |
2023-08-02 |
2023-08-14 |
Not clear |
| Tao Yan, Ye Ying Qin, Pak Kin Wong, Hao Ren, Chi Hong Wong, Liang Yao, Ying Hu, Cheok I Chan, Shan Gao, Pui Pun Cha. Semantic Segmentation of Gastric Polyps in Endoscopic Images Based on Convolutional Neural Networks and an Integrated Evaluation Approach. Bioengineering (Basel, Switzerland). vol 10. issue 7. 2023-07-29. PMID:37508833. |
seven classical semantic segmentation models, including u-net, unet++, deeplabv3, deeplabv3+, pyramid attention network (pan), linknet, and muti-scale attention net (ma-net), with the encoders of resnet50, mobinenetv2, or efficientnet-b1, are constructed and compared based on the collected dataset. |
2023-07-29 |
2023-08-14 |
Not clear |
| Ruina Zhao, Yujie Guan, Yuqi Lu, Ze Ji, Xiang Yin, Weikuan Ji. FCOS-LSC: A Novel Model for Green Fruit Detection in a Complex Orchard Environment. Plant phenomics (Washington, D.C.). vol 5. 2023-07-21. PMID:37475967. |
the feature pyramid network (fpn) is employed to fully fuse low-level detail information and high-level semantic information in a cross-connected and top-down connected way. |
2023-07-21 |
2023-08-14 |
Not clear |
| Xiao Zhang, Zhenyu Zhan. Research on a Traffic Sign Recognition Method under Small Sample Conditions. Sensors (Basel, Switzerland). vol 23. issue 11. 2023-06-11. PMID:37299816. |
finally, the fpn (feature pyramid network) is introduced for multi-scale feature extraction, and the feature map with higher semantic information but lower resolution is merged with the feature map with higher resolution but weaker semantic information, which further improves the detection accuracy. |
2023-06-11 |
2023-08-14 |
Not clear |
| Xin Guan, Huan Shen, Charles Okanda Nyatega, Qiang L. Repeated Cross-Scale Structure-Induced Feature Fusion Network for 2D Hand Pose Estimation. Entropy (Basel, Switzerland). vol 25. issue 5. 2023-05-27. PMID:37238479. |
globalnet roughly locates hand joints based on a new feature pyramid structure by combining higher semantic information and more global spatial scale information. |
2023-05-27 |
2023-08-14 |
Not clear |
| Zhijing Xu, Jingjing Su, Kan Huan. A-RetinaNet: A novel RetinaNet with an asymmetric attention fusion mechanism for dim and small drone detection in infrared images. Mathematical biosciences and engineering : MBE. vol 20. issue 4. 2023-05-10. PMID:37161121. |
second, considering the inadequacy of feature pyramids in the feature fusion stage, we use an asymmetric attention fusion mechanism to constitute an asymmetric attention fusion pyramid network for cross-layer feature fusion in a bidirectional manner; it achieves high-quality semantic and location detail information interaction between scale features. |
2023-05-10 |
2023-08-14 |
Not clear |
| Dongen Guo, Zechen Wu, Jiangfan Feng, Tao Zo. Multi-scale semantic enhancement network for object detection. Scientific reports. vol 13. issue 1. 2023-05-04. PMID:37137973. |
in this paper, we present a novel multi-scale semantic enhancement feature pyramid network (mse-fpn) which consists of three effective modules: semantic enhancement module, semantic injection module, and gated channel guidance module to alleviate these problems. |
2023-05-04 |
2023-08-14 |
Not clear |
| Shuqi Fang, Bin Zhang, Jingyu H. Improved Mask R-CNN Multi-Target Detection and Segmentation for Autonomous Driving in Complex Scenes. Sensors (Basel, Switzerland). vol 23. issue 8. 2023-04-28. PMID:37112194. |
furthermore, a bottom-up path enhancement strategy was added to the feature pyramid network (fpn) to achieve feature fusion, while an efficient channel attention module (eca) was added to the backbone feature extraction network to optimize the high-level low resolution semantic information graph. |
2023-04-28 |
2023-08-14 |
Not clear |
| Linjie Liu, Guanglei Wang, Yanlin Wu, Hongrui Wang, Yan L. PCCA-Model: an attention module for medical image segmentation. Biomedical optics express. vol 14. issue 4. 2023-04-20. PMID:37078042. |
based on the idea that the human visual cortex differs in terms of the size of the receptive field and can sense the stimulus location, we propose the pyramid channel coordinate attention (pcca) module to fuse multiscale features in the channel direction, aggregate local and global channel information, combine them with the location information in the spatial direction, and then integrate them into the existing semantic segmentation network. |
2023-04-20 |
2023-08-14 |
human |
| Yuqun Yang, Xu Tang, Yiu-Ming Cheung, Xiangrong Zhang, Licheng Jia. SAGN: Semantic-Aware Graph Network for Remote Sensing Scene Classification. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol PP. 2023-04-06. PMID:37021983. |
sagn consists of a dense feature pyramid network (dfpn), an adaptive semantic analysis module (asam), a dynamic graph feature update module, and a scene decision module (sdm). |
2023-04-06 |
2023-08-14 |
Not clear |
| Tianfei Zhou, Yi Yang, Wenguan Wan. Differentiable Multi-Granularity Human Parsing. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2023-04-06. PMID:37022259. |
specifically, a dense-to-sparse projection field, which allows explicitly associating dense human semantics with sparse keypoints, is learnt and progressively improved over the network feature pyramid for robustness. |
2023-04-06 |
2023-08-14 |
human |
| Huan Cheng, Jucheng Zhang, Yinglan Gong, Zhaoxia Pu, Jun Jiang, Yonghua Chu, Ling Xi. Semantic segmentation method for myocardial contrast echocardiogram based on DeepLabV3+ deep learning architecture. Mathematical biosciences and engineering : MBE. vol 20. issue 2. 2023-03-11. PMID:36899523. |
in this paper, a deep learning semantic segmentation method is proposed based on a modified deeplabv3+ structure with an atrous convolution and atrous spatial pyramid pooling module. |
2023-03-11 |
2023-08-14 |
Not clear |
| Lili Li, Bin Wang, Yanwen Li, Hua Yan. Diagnosis and Mobile Application of Apple Leaf Disease Degree Based on a Small-Sample Dataset. Plants (Basel, Switzerland). vol 12. issue 4. 2023-02-25. PMID:36840133. |
therefore, a deeplabv3+ semantic segmentation network model with an actors spatial pyramid pool module (aspp) was proposed to achieve effective extraction of apple leaf lesion features and to improve the apple leaf disease recognition and disease severity diagnosis compared with the classical semantic segmentation network models pspnet and gcnet. |
2023-02-25 |
2023-08-14 |
Not clear |
| Jingzhen He, Jing Wang, Zeyu Han, Baojun Li, Mei Lv, Yunfeng Sh. Cancer detection for small-size and ambiguous tumors based on semantic FPN and transformer. PloS one. vol 18. issue 2. 2023-02-16. PMID:36795663. |
to solve the problems of small tumor objects and lack of contextual features, this paper proposes a novel semantic pyramid network with a transformer self-attention, named spn-ts, for tumor detection. |
2023-02-16 |
2023-08-14 |
Not clear |
| Zhenwei Yu, Li Liu, Hongchao Jiao, Jingjing Chen, Zheqi Chen, Zhanhua Song, Hai Lin, Fuyang Tia. Leveraging SOLOv2 model to detect heat stress of poultry in complex environments. Frontiers in veterinary science. vol 9. 2023-01-23. PMID:36686161. |
the model takes the solov2 model as the main frame, and uses the optimized densenet-169 as the backbone network to integrate the feature pyramid network to detect and segment instances on the semantic branch and mask branch. |
2023-01-23 |
2023-08-14 |
Not clear |
| Ruilin Zhu, Hongyan Zou, Zhenye Li, Ruitao N. Apple-Net: A Model Based on Improved YOLOv5 to Detect the Apple Leaf Diseases. Plants (Basel, Switzerland). vol 12. issue 1. 2023-01-08. PMID:36616300. |
the combination of the feature pyramid and pan in yolov5 can obtain richer semantic information and enhance the semantic information of low-level feature maps but lacks the output of multi-scale information. |
2023-01-08 |
2023-08-14 |
Not clear |
| Xinxin Hu, Changming Zh. Shared-Weight-Based Multi-Dimensional Feature Alignment Network for Oriented Object Detection in Remote Sensing Imagery. Sensors (Basel, Switzerland). vol 23. issue 1. 2023-01-08. PMID:36616808. |
last but not least, we propose a hierarchical-wise semantic alignment network to address the semantic gap between pyramid features that can cope with remote-sensing targets at varying scales by endowing the feature map with global semantic perception across pyramid levels. |
2023-01-08 |
2023-08-14 |
Not clear |
| Zhenchao Cui, Ziang Chen, Zhaoxin Li, Zhaoqi Wan. A Pyramid Semi-Autoregressive Transformer with Rich Semantics for Sign Language Production. Sensors (Basel, Switzerland). vol 22. issue 24. 2022-12-23. PMID:36559975. |
a pyramid semi-autoregressive transformer with rich semantics for sign language production. |
2022-12-23 |
2023-08-14 |
Not clear |
| Zhenchao Cui, Ziang Chen, Zhaoxin Li, Zhaoqi Wan. A Pyramid Semi-Autoregressive Transformer with Rich Semantics for Sign Language Production. Sensors (Basel, Switzerland). vol 22. issue 24. 2022-12-23. PMID:36559975. |
to remedy these issues in slp, we propose a novel method named pyramid semi-autoregressive transformer with rich semantics (psat-rs) in this paper. |
2022-12-23 |
2023-08-14 |
Not clear |
| Yuze Li, Wushour Silamu, Zhenchao Wang, Miaomiao X. Attention-Based Scene Text Detection on Dual Feature Fusion. Sensors (Basel, Switzerland). vol 22. issue 23. 2022-12-11. PMID:36501774. |
the bi-directional feature fusion pyramid module (bfm) first adds stronger semantic information to the higher-resolution feature maps through a top-down process and then reduces the aliasing effects generated by the previous process through a bottom-up process to enhance the representation of multi-scale text semantic information. |
2022-12-11 |
2023-08-14 |
Not clear |