Cheng, X., Yu, J.: Retinanet with difference channel attention and adaptively spatial feature fusion for steel surface defect detection. IEEE Trans. Instrum. Meas. 70, 1–11 (2021) Google Scholar Schroff, F., Kalenichenko, D., Philbin, J.: Facenet: A unified embedding for face recogniti...
class SPP(nn.Module): # Spatial Pyramid Pooling (SPP) layerhttps://arxiv.org/abs/1406.4729 definit(self, c1, c2, k=(5, 9, 13)): super().init() c_ = c1 // 2 # hidden channels self.cv1 = Conv(c1, c_, 1, 1) self.cv2 = Conv(c_ * (len(k) + 1), c2, 1, 1) ...
To improve the accuracy, a transformer structure with a self-attention mechanism is incorporated in generative adversarial network. Still incurring errors compared with ground-truth measurement, a transfer learning is designed to solve the mismatch between the formulated network and measurement. The ...
We present two new side channels for an untrusted OS which use timer interrupts and cache misses to achieve higher temporal and spatial resolution than the page-fault channel. We leverage the untrusted OS's control over hardware to reduce noise in the side channels to enable successful attacks ...
Many animal- and plant-pathogenic bacteria use a type III secretion system to deliver effector proteins into host cells1,2. Elucidation of how these effector proteins function in host cells is critical for understanding infectious diseases in animals and plants3,4,5. The widely conserved AvrE-fami...
BER Analysis for BPSK Based SIM–FSO Communication System Over Strong Atmospheric Turbulence with Spatial Diversity and Pointing Errors Free space optical communication (FSO) has much attention in recent years for the applications viz. inter-satellite, deep space communications, inter and i... K Pr...
Kv7.1-Kv7.5 (KCNQ1–5) K+ channels are voltage-gated K+ channels with major roles in neurons, muscle cells and epithelia where they underlie physiologically important K+ currents, such as neuronal M current and cardiac IKs. Specific biophysical propertie
The construction of urban underpasses faces various spatial constraints, which will lead to deformation or failure of the structures if not satisfied. The introduction of BIM (Building Information Modeling) and other modern information technology to achieve rapid and accurate spatial constraint analysis ...
The model includes three one-dimensional convolutional layers (Conv1D) and four gated recurrent units (GRUs) combined with channel-wise attention mechanisms to capture temporal and spatial information of a four-second input epoch (800 data points × 18 channels). Captured patterns were used for ...
to visualize their spatial distribution, and the lateral focusing position in channel cross-section were determined by the intensity maximum. For better comprehension of size-dependent particle behaviors computational fluid dynamics model also was made in COMSOL Multiphysics software, and the results were...