“...Fingerprint registration is a critical step in fingerprint matching. Although a variety of registration alignment algorithms have been proposed, accurate...”

“...In this paper, we propose a novel deep convolutional neural network (CNN)-based algorithm for solving ill-posed inverse problems. Regularized iterative...”

“...This paper proposes a deep learning model to efficiently detect salient regions in videos. It addresses two important issues: 1) deep video saliency model...”

“...We present a comprehensive study and evaluation of existing single-image dehazing algorithms, using a new large-scale benchmark consisting of both synthetic...”

“...The rapid development of computer hardware and Internet technology makes large scale data dependent models computationally tractable, and opens a bright avenue...”

“...In this paper, we propose a very simple deep learning network for image classification that is based on very basic data processing components: 1) cascaded...”

“...Single image haze removal has been a challenging problem due to its ill-posed nature. In this paper, we propose a simple but powerful color attenuation prior...”

“...A key problem in salient object detection is how to effectively model the semantic properties of salient objects in a data-driven manner. In this paper, we...”

“...We introduce a deep network architecture called DerainNet for removing rain streaks from an image. Based on the deep convolutional neural network (CNN), we...”