At the current stage of development, the software does per- form well either in terms of speed or accuracy but not better. It is unlikely to replace existing OCR methods, especially for English text. Artificial neural networks are commonly used to perform character recognition due to their high...
This application can be used to quickly view how different Thresholding Methods work on images. Selected threshold method can be applied for bulk images in a folder, results are saved in a user selected folder with histograms. pythonguipyside2thresholdingyen-algorithmisodataotsu-thresholdingthresholding...
This method can be used when there are no known answers to the issues at hand. Three popular heuristic algorithms are used in 5G and 6G optimization researches, which are, Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO) and Genetic Algorithm (GA). Heuristic algorithms are ...
First, the GA is a commonly used method for solving the global suboptimal solution in the definition domain of VNFPP. Second, the game-theory-based algorithms are often applied in the multi-objective optimization of VNFPPs. Finally, a lot of works dynamically place VNFs by the prediction-...
The vectorization algorithms often used in pattern recognition tasks also require one-pixel-wide lines as input. But parallel skeletonization algorithms which generate one-pixel-wide skeletons can have difficulty in preserving the connectivity of an image or generate spurious branches. In this paper an...
Plagiarism Detection in the Bengali Language: A Text Similarity-Based Approach Our experimental results find out average accuracy between 72.10 % - 79.89 % in text extraction using OCR. Levenshtein Distance algorithm is used for determining Plagiarism. We have built a web application for end-user an...
JSO can be used in conjunction with other AI-related methods, such as machine and deep learning tools, to optimize their hyper-parameters. The success of JSO in solving a wide range of optimization problems has inspired the present authors to discuss comprehensively the latest findings concerning ...
It is currently widely used in ByteDance's video streaming, live transcoding, cloud editing and mobile pre/post processing scenarios. More than 2 billion videos are processed by the framework every day.Here are some key features of BMF:
beginning of the algorithm, for each individual, the step size is selected randomly. If an individual is not improved for a certain number of migration loops, a new value ofStepwill be selected based on the roulette selection. Adaptation of theStepis also used in Skanderova et al. (2019)...
In this paper, a new binarization technique for document images is presented. The proposed technique is based on the most commonly used binarization method: Sauvola's, which performs relatively well on classical documents, however, three main defects remain: the window parameter of Sauvola's ...