The final bubble regions are generated by applying the flood fill algorithm37 to fill the closed edges. Non-closed edges are removed from the final results. Figure 4 shows sample results of small bubble segmentation. Experimental Results Setup Dataset The images are cropped into 515 × 512 ...
Then, the directional weighted median filter is adopted to remove the detected impulses by replacing each noisy pixel with the weighted mean of its neighbors in the filtering window. Our noise detection algorithm makes the decision so accurate that the miss detection rate and false detection rate ...
One characteristic of programming that I’ve always liked is that problems often have multiple solutions. Sometimes a different solution is more efficient in some way, and sometimes not. Certainly replacing 26 IXAudio2SubmixVoice instances with a single APO is a radical change. B...
AN EFFICIENT ADAPTIVE FILTER WITH LOW ADAPTATION DELAY USING LEAST MEAN SQUARE ALGORITHMProduct Generators (PPG) corresponding to N multipliers and a cluster of L/2 binary adder trees, followed by a single shift-add tree. Each sub block is described in detail.R Shofia Preethi...
Genetic algorithm uses computational simulations of evolutionary processes to explore highly fit models; RF is efficient but may not be as flexible as GP; LR fits a linear model, and produces a linear combination of features and regression coefficients whose value for a given set of microbial ...
Hence, the INFO algorithm is a promising tool for optimal designs in optimization problems, which stems from the considerable efficiency of this algorithm for optimizing constrained cases. 展开 关键词: Swarm intelligence INFO INFO optimization algorithm Weighted mean of vectors Algorithm Benchmark ...
Image denoising algorithm based on residual fusion The specific flow of the algorithm is shown in Fig. 5. During the training process, the original image is cropped into image blocks of the same size. These original image blocks, added with noise, are input into the designed network. Through...
In this approach, there is a standard FIR filter algorithm which can use the MAC instruction to perform tap operations in one cycle. The “adaptation” process requires that calculations to tune the FIR filter match the characteristics of the desired response. To compute this, the output of ...
‘hardware implementation’, ‘synaptic weight’, ‘energy efficient’, ‘neuromorphic hardware’, ‘control theory’, ‘weight update’, ‘training technique’, ‘actor critic’, ‘nervous system’, ‘inverted pendulum’, ‘explicit supervision’, ‘hardware friendly’, ‘neuromorphic architecture’, ...
Therefore, multi-scale feature fusion is efficient to improve the performance of object detectors. The multi-scale feature fusion consists of the early fusion and late fusion strategy. In the early fusion strategy, the features maps are fused first, and then the fused features are employed to ...