| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Shunqun Li, Xuelei Cheng, Jianbao Fu, Lin Pan, Ran Ha. Line strain representation and shear strain representation of 3D strain states. PloS one. vol 16. issue 11. 2021-11-21. PMID:34793472. |
as an example, two representations based on tetragonal pyramid and rotating tetrahedron are especially given. |
2021-11-21 |
2023-08-13 |
Not clear |
| Bruno Artacho, Andreas Savaki. UniPose+: A unified framework for 2D and 3D human pose estimation in images and videos. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2021-11-02. PMID:34727028. |
the multi-scale representations allowed by the waterfall module in the unipose+ framework leverage the efficiency of progressive filtering in the cascade architecture, while maintaining multi-scale fields-of-view comparable to spatial pyramid configurations. |
2021-11-02 |
2023-08-13 |
human |
| Yanbo Feng, Adel Hafiane, Hélène Lauren. A deep learning based multiscale approach to segment the areas of interest in whole slide images. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. vol 90. 2021-10-25. PMID:33894669. |
a seven-level gaussian pyramid representation of the histopathological image was built to provide the texture information at different scales. |
2021-10-25 |
2023-08-13 |
Not clear |
| Nikita V Orlov, D Mark Eckley, Lior Shamir, Ilya G Goldber. Improving class separability using extended pixel planes: a comparative study. Machine vision and applications. vol 23. issue 5. 2021-10-21. PMID:23074356. |
in this work we explored class separability in feature spaces built on extended representations of pixel planes (epp) produced using scale pyramid, subband pyramid, and image transforms. |
2021-10-21 |
2023-08-12 |
Not clear |
| Hang Chang, Alexander Borowsky, Paul Spellman, Bahram Parvi. Classification of Tumor Histology via Morphometric Context. Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. vol 2013. 2021-10-21. PMID:24319324. |
in this paper, we propose two algorithms for classification of tissue histology based on robust representations of morphometric context, which are built upon nuclear level morphometric features at various locations and scales within the spatial pyramid matching (spm) framework. |
2021-10-21 |
2023-08-12 |
Not clear |
| Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Ga. A Two-Stream Dynamic Pyramid Representation Model for Video-Based Person Re-Identification. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol 30. 2021-10-07. PMID:34232874. |
a two-stream dynamic pyramid representation model for video-based person re-identification. |
2021-10-07 |
2023-08-13 |
Not clear |
| Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Ga. A Two-Stream Dynamic Pyramid Representation Model for Video-Based Person Re-Identification. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol 30. 2021-10-07. PMID:34232874. |
to solve the above problems, we propose a novel two-stream dynamic pyramid representation model (dprm). |
2021-10-07 |
2023-08-13 |
Not clear |
| Jing Zhao, Jun Tang, Donghua Zhao, Huiliang Cao, Xiaochen Liu, Chong Shen, Chenguang Wang, Jun Li. Place recognition with deep superpixel features for brain-inspired navigation. The Review of scientific instruments. vol 91. issue 12. 2021-09-17. PMID:33379976. |
in addition, spatial pyramid pooling (spp) layers are introduced to generate a fixed-length cnn representation, regardless of the image size. |
2021-09-17 |
2023-08-13 |
Not clear |
| Anam Nazir, Muhammad Nadeem Cheema, Bin Sheng, Ping Li, Huating Li, Po Yang, Younhyun Jung, Jing Qin, David Dagan Fen. SPST-CNN: Spatial pyramid based searching and tagging of liver's intraoperative live views via CNN for minimal invasive surgery. Journal of biomedical informatics. vol 106. 2021-07-28. PMID:32371232. |
by exploiting a hybrid combination of an image pyramid at input and spatial pyramid pooling layer at deeper stages of spst-cnn, we reveal the gains of full-image representations for searching and tagging variable scaled liver live views. |
2021-07-28 |
2023-08-13 |
Not clear |
| Zhaobin Wang, Zijing Cui, Ying Zh. Multi-modal medical image fusion by Laplacian pyramid and adaptive sparse representation. Computers in biology and medicine. vol 123. 2021-06-21. PMID:32658780. |
multi-modal medical image fusion by laplacian pyramid and adaptive sparse representation. |
2021-06-21 |
2023-08-13 |
Not clear |
| Zhaobin Wang, Zijing Cui, Ying Zh. Multi-modal medical image fusion by Laplacian pyramid and adaptive sparse representation. Computers in biology and medicine. vol 123. 2021-06-21. PMID:32658780. |
in this study, a multi-modal medical image fusion method is proposed based on laplacian pyramid (lp) decomposition and adaptive sparse representation (asr). |
2021-06-21 |
2023-08-13 |
Not clear |
| Yinjin Ma, Peng Feng, Peng He, Yong Ren, Xiaodong Guo, Xiaoliu Yu, Biao We. Segmenting lung lesions of COVID-19 from CT images via pyramid pooling improved Unet. Biomedical physics & engineering express. vol 7. issue 4. 2021-06-02. PMID:33979791. |
our method improves an unet by adopting pyramid pooling modules instead of the conventional skip connection and then enhances the representation of the neural network by aiding the global attention mechanism. |
2021-06-02 |
2023-08-13 |
Not clear |
| Ying Qian, Xuelian Li, Qian Zhang, Jiongmin Zhan. SPP-CPI: Predicting Compound-Protein Interactions Based on Neural Networks. IEEE/ACM transactions on computational biology and bioinformatics. vol PP. 2021-05-27. PMID:34043511. |
on the other hand, a distance matrix does not require complex data preprocessing for the molecular structure as the molecular graph representation, and is easier to obtain; 2) it uses spp(spatial pyramid pooling)-net to extract compound features, which has been successfully applied in image classification; and 3) it extracts protein features through the natural language processing method (doc2vec) to obtain sequence semantic information. |
2021-05-27 |
2023-08-13 |
Not clear |
| Enze Xie, Wenhai Wang, Mingyu Ding, Ruimao Zhang, Ping Lu. PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2021-05-26. PMID:33989151. |
to further improve the accuracy of the framework, a refined feature pyramid is introduced to improve the feature representation at different scales. |
2021-05-26 |
2023-08-13 |
Not clear |
| Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi, Cesare Alipp. Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling. IEEE transactions on neural networks and learning systems. vol PP. 2021-05-21. PMID:33382662. |
during training, the gnn learns new node representations and fits them to a pyramid of coarsened graphs, which is computed offline in a preprocessing stage. |
2021-05-21 |
2023-08-13 |
Not clear |
| Wenhai Wang, Enze Xie, Xiang Li, Xuebo Liu, Ding Liang, Yang Zhibo, Tong Lu, Chunhua She. PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text. IEEE transactions on pattern analysis and machine intelligence. vol PP. 2021-05-05. PMID:33945471. |
taking the advantages of the kernel representation, we design a series of components as follows: 1) a computationally efficient feature enhancement network composed of stacked feature pyramid enhancement modules (fpems); 2) a lightweight detection head cooperating with pixel aggregation (pa); and 3) an efficient attention-based recognition head with masked roi. |
2021-05-05 |
2023-08-13 |
Not clear |
| Feiniu Yuan, Lin Zhang, Xue Xia, Qinghua Huang, Xuelong L. A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol 30. 2021-04-22. PMID:33798085. |
to perceive small or inconspicuous smoke, we design a multi-scale context contrasted local feature structure (mccl) and a dense pyramid pooling module (dppm) for improving the representation ability of our network. |
2021-04-22 |
2023-08-13 |
Not clear |
| Juan Wang, Yiping Duan, Xiaoming Tao, Mai Xu, Jianhua L. Semantic Perceptual Image Compression With a Laplacian Pyramid of Convolutional Networks. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol 30. 2021-04-13. PMID:33735078. |
for each pyramid scale, we train a specific dnn to exploit the compressive representation. |
2021-04-13 |
2023-08-13 |
Not clear |
| Haochun Ou, Chunmei Qing, Xiangmin Xu, Jianxiu Ji. Multi-Level Context Pyramid Network for Visual Sentiment Analysis. Sensors (Basel, Switzerland). vol 21. issue 6. 2021-04-05. PMID:33803744. |
in this paper, based on the alterable scale and multi-level local regional emotional affinity analysis under the global perspective, we propose a multi-level context pyramid network (mcpnet) for visual sentiment analysis by combining local and global representations to improve the classification performance. |
2021-04-05 |
2023-08-13 |
Not clear |
| Shuyi Qu, Kaizhu Huang, Amir Hussain, Yannis Goulerma. A Multipath Fusion Strategy Based Single Shot Detector. Sensors (Basel, Switzerland). vol 21. issue 4. 2021-03-10. PMID:33671859. |
different from other feature fusion methods, we exploit the connection among different scale representations in a pyramid manner. |
2021-03-10 |
2023-08-13 |
Not clear |