In this paper, we propose a Dual-stage Spatial-Channel Transformer (DSCT) for coarse-to-fine video denoising, which inherits the advantages of both Transformer and CNNs. Specifically, DSCT is proposed based on a progressive dual-stage architecture, namely a coarse-level and a fine-level to ...
Methods and apparatus for both coarsely and accurately controlling a scanning stage are disclosed. According to one aspect of the present invention, an apparatus for scanning an object includes a first stage that is coupled to a first actuator which moves the first stage along an axis, as well...
In this study, a dual-branch information extraction and local attention anchor-free network for defect detection (DLA-FCOS), which is based on the fully convolutional one-stage network, is proposed to accurately locate and detect surface defects of industrial products. Firstly, a dual-branch ...
We wanted to give you that Tube-amp saturation which cleans up nicely with your guitar’s volume knob. Special attention has been given to the note separation and clarity at every stage of The Engine, even at its Hi-Gain settings. You will find that the signal-to-noise ratio is excellent...
Stage 3.In the SR tasks, an upsampling operation that is necessary to scale fine-grained features to the desired HR size. In the enhancement task, a simple\(3\times 3\)convolution is utilized to produce the final enhanced image. We define the process of Stage 3 as follows: ...
Often, these two clock domains are not synchronous, requiring an additional stage to adjust the timing for proper data transfer. In the AD9142A, a FIFO stage is inserted between the DCI and DACCLK domains to transfer the received data into the core clock domain (DACCLK) of the DAC. The...
Power stage status 148 Figure 128: Error message shown in the event of an undervoltage fault 149 Figure 129: Software layers 150 Figure 130: User interface block diagram 151 Figure 131: User interface configuration bit field 153 Figure 132: LCD manager block diagram 154 Figure 133: Serial commu...
This proven performance provides essential prior knowledge that can be used to fine-tune the denoising method discussed in this paper. Therefore, the denoising approach outlined in this research is divided into two main stages. The first stage focuses on estimating the noise level in the noisy ...
Scene classification based on two-stage deep feature fusion. IEEE Geosci. Remote Sens. Lett. 2017, 15, 183–186. [Google Scholar] [CrossRef] Yu, Y.; Liu, F. Dense connectivity based two-stream deep feature fusion framework for aerial scene classification. Remote Sens. 2018, 10, 1158. [...
Each of them can be set as an option, depending on the motor being used and user needs, via the ST MC Workbench GUI, which generates the .h file used to correctly initialize the MCA during its boot stage. PM motor structures Two different PM motor constructions are available: In ...