convolutional neural network

Facial Expression Recognition with Skip-Connection to Leverage Low-Level Features

Deep convolutional neural networks (CNNs) have established their feet in the ground of computer vision and machine learning, used in various applications. In this work, an attempt is made to learn a CNN for a task of facial expression recognition …

Iterative applications of image completion with CNN-based failure detection

Image completion is a technique to fill missing regions in a damaged or redacted image. A patch-based approach is one of major approaches, which solves an optimization problem that involves pixel values in missing regions and similar image patch …

畳み込みニューラルネットワークを用いた修復失敗領域の自動検出による画像修復の反復的適用 (クラウドネットワークロボット)