membrane (#4a). Right side: Ig chains with only a tailpiece (#1b) are not integrated into the Golgi membrane (#2b) and instead remain free molecules inside secretory vesicles (#3b). When the vesicle membrane fuses with the plasma membrane, the Ig protein is released as secreted Ig (#4b...
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Also, you should be aware that due to the different sizes of the permssion blocks for the printed version and authors' version, the page breaks might be different between them. abstract (env.) The environment abstract must precede the \maketitle command. Again, this is different from the ...
We have also compared the parameter sizes and inference time of the involved models on the Vaihingen test set including 17 images, as shown in Table 6. GPU time only counts the model inference time while CPU time counts the whole test process. Parameter sizes are measured with MB, and F/...
The offline Hindi signature verification accuracy using MLP with 20 sample sizes was 72.3%. The accuracy for Bangla was 79% using RFC with two signature samples, while KNN and SVM obtained above 92%. In addition, various deep-learning techniques have been proposed for online and offline ...
The PANet model structure fuses feature maps of identical sizes from different paths along the adjacent channel dimension. This strategy inherently maintains the consistent importance of input and output feature maps [26]. In 2019, the Google team developed the EfficientDet algorithm to tackle the ...
However, most classification datasets (such as facial expression dataset) in real scenes have an uneven distribution of sample sizes between classes, and exhibit a long-tail distribution [32] (a few classes have larger sample sizes and most classes have smaller sample sizes), to some extent, ...
In addition, such methods are inadequate for classifying small objects such as streetlights, road signs, and poles if objects of different sizes are present, as in the CamVid dataset. 2.2.2. Deep Feature-Based Methods Several studies have been conducted [1,2,3,4,5,6,7] to overcome the ...
Liu et al. [33] improved the ship detection performance by redesigning the sizes of anchor boxes, predicting the localization uncertainties of bounding boxes, introducing the soft non-maximum suppression, and reconstructing a mixed loss function. Zhao et al. [34] proposed the attention receptive ...
Table 3. Training time cost and memory consumption of ResNet-18 on various image sizes. 4.6. Ablation Study Ablation experiments are conducted for the trade-off parameter 𝛼α and temperature 𝜏τ, respectively. All the experiments are implemented using ResNet-18 as the backbone. We try ...