Large field and high resolution: detecting needle in a haystack
Large field and high resolution: detecting needle in a haystack is a scholarly work, published in 2018 in ''Journal of Vision''. The main subjects of the publication include image, convolutional neural network, pixel, deep learning, Haystack (MIT project), artificial intelligence, computer science, super-resolution imaging, computer vision, computation, range, adversarial machine learning, variable, pattern recognition, field, algorithm, and resolution. To deal effectively with this difficulty, authors develop and compare methods of using CNNs for the task of small target localization in natural images, given a limited "budget" of samples to form an image.