As one of the most successful applications of image analysis and understanding, face
recognition has recently received significant attention, especially during the past several …

Surveys the developments of the last 20 years in the area of vision for mobile robot
navigation. Two major components of the paper deal with indoor navigation and outdoor …

摘要随着摄像头安装数量的日益增多, 以及智慧城市和公共安全需求的日益增长,
采用人工的视频监控方式已经远远不能满足需要, 因此智能视频监控技术应运而生并迅速成为 …

摘要目前, 人运动的视觉分析是计算机视觉领域中最活跃的研究主题之一, 其核心是利用计算机
视觉技术从图像序列中检测, 跟踪, 识别人并对其行为进行理解与描述, 它在虚拟现实, 视觉监控 …

We present a survey on maritime object detection and tracking approaches, which are
essential for the development of a navigational system for autonomous ships. The electro …

In this paper, we address the problem of tracking an object in a video given its location in the
first frame and no other information. Recently, a class of tracking techniques called “tracking …

Recurrent Neural Networks (RNNs) are artificial neural network models that are well-suited
for pattern classification tasks whose inputs and outputs are sequences. The importance of …

Information theory and inference, often taught separately, are here united in one entertaining
textbook. These topics lie at the heart of many exciting areas of contemporary science and …

This purpose of this introductory paper is threefold. First, it introduces the Monte Carlo
method with emphasis on probabilistic machine learning. Second, it reviews the main …

Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled
Machine Vision) clearly and systematically presents the basic methodology of computer and …