WITHDRAWN: Vehicle damage protection using sensors using image processing techniques

Merugula, Suneetha; Kumar, Manish; Thangaraj, S. John Justin

doi:10.1016/j.matpr.2021.03.348

Cited by 1 publication

(1 citation statement)

References 9 publications

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“…At present, the effect of using the methods for object detection is not ideal [11]. Besides the obvious geometric features, the pixel distributions on the target and the background are different, thus resulting in a large difference in texture between the target and the background [12]. Pattern matching algorithms are common object detection algorithms based on this difference.…”

Section: Hog Feature Extractionmentioning

confidence: 99%

Investigation on Visual Computing Model of Mathematics Educational Resources Based on Image Processing Technology

2024

AJCIS

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In order to formulate a scientific teaching resource management method, this paper proposed a research on the visual computing model of mathematical educational resources based on image processing technology. In this paper, a shared learning model based on cloud computing was constructed through HOG feature extraction, and an image denoising method was used to simplify the algorithm, and the Fast R-CNN model algorithm was improved accordingly. The improved visual computing model could directly add bounding box regression to the CNN network for training. In the experiment, the comparison test of processing speed with different number of nodes was carried out, and the performance test was carried out by applying the improved Fast R-CNN model algorithm. The experimental results showed that the 1126.4MB data packet took 36s before the improvement, the 2355.2MB data packet took 41s, the 1126.4MB data packet took 20s, and the 2355.2MB data packet took 22s. It indicated that using this improved algorithm could improve the access speed and data processing performance of the storage model.

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Section: Hog Feature Extractionmentioning

confidence: 99%

Investigation on Visual Computing Model of Mathematics Educational Resources Based on Image Processing Technology

2024

AJCIS

View full text Add to dashboard Cite

show abstract

WITHDRAWN: Vehicle damage protection using sensors using image processing techniques

Cited by 1 publication

References 9 publications

Investigation on Visual Computing Model of Mathematics Educational Resources Based on Image Processing Technology

Investigation on Visual Computing Model of Mathematics Educational Resources Based on Image Processing Technology

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