[图书][B] Synthetic data for deep learning

SI Nikolenko - 2021 - Springer
You are holding in your hands… oh, come on, who holds books like this in their hands
anymore? Anyway, you are reading this, and it means that I have managed to release one of …

The Role of Synthetic Data in Improving Neural Network Algorithms

AN Rabchevsky, LN Yasnitsky - 2022 4th International …, 2022 - ieeexplore.ieee.org
This review article describes synthetic data, its applications, and examples of improving
neural network algorithms with synthetic data. Using these examples, we show the important …

[PDF][PDF] Surveillance video summarization based on histogram differencing and sum conditional variance

NJ Habeeb, RS Mohammed, MK Abbass - Int J Comput Inf Eng, 2016 - portal.arid.my
For more efficient and fast video summarization, this paper presents a surveillance video
summarization method. The presented method worNs to improve video summarization …

Generating Blurred Dataset with Different Blurriness Degree Variances

NJ Habeeb - International Journal of Innovation and Applied …, 2016 - search.proquest.com
Many researchers in image and video processing field test the effectiveness of the proposed
or existing methods depended on the assumption that the brightness or illumination in scene …