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Computer vision systems require large amounts of manually annotated data to properly learn challenging visual concepts. Crowdsourcing platforms offer ...Savoir plus
In recent years, the demand for visual media has been growing exponentially. Among the large amount of visual traffic over the Internet, high-resoluti...Savoir plus
Many applications require tracking complex 3D objects. These include visual serving of robotic arms on specific target objects, Augmented Reality syst...Savoir plus
Multi-View Stereo: A Tutorial presents a hands-on view of the field of multi-view stereo with a focus on practical algorithms. Multi-view stereo algor...Savoir plus
Discretization and reconstruction are fundamental operations in computer graphics, enabling the conversion between sampled and continuous representati...Savoir plus
The issue discusses methods to extract 3-dimensional (3D) models from plain images. In particular, the 3D information is obtained from images for whic...Savoir plus
Discrete Graphical Models -- An Optimization Perspective is about discrete energy minimization for discrete graphical models. It considers graphical m...Savoir plus
Camera Models and Fundamental Concepts Used in Geometric Computer Vision is mainly motivated by the increased availability and use of panoramic image ...Savoir plus
Path tracing is one of several techniques to render photorealistic images by simulating the physics of light propagation within a scene. The roots of ...Savoir plus
Image Alignment and Stitching: A Tutorial reviews image alignment and image stitching algorithms. Image alignment algorithms can discover the correspo...Savoir plus
Over the past few decades, we have witnessed a huge increase in the use of multimedia content on the internet, for multiple applications ranging from ...Savoir plus
In recent years, a large amount of multi-disciplinary research has been conducted on sparse models and their applications. In statistics and machine l...Savoir plus
Automated visual recognition tasks such as image classification, image captioning, object detection and image segmentation are essential for image and...Savoir plus
Drawing is the starting point for many kinds of tasks, for everyone from children making pictures to professional architects sketching ideas. Drawing ...Savoir plus
Recently tools such as 3D printing, 3D viewers, and editing systems embedded in common operating systems have seen 3D data evolve from specialized con...Savoir plus
Reconstructing the shape of an object from images is an important problem in computer vision that has led to a variety of solution strategies. This mo...Savoir plus
Domain adaptation is an active, emerging research area that attempts to address the changes in data distribution across training and testing datasets....Savoir plus
Image-based rendering (IBR) is unique in that it requires computer graphics, computer vision, and image processing to join forces to solve a common go...Savoir plus
Computational visual perception seeks to reproduce human vision through the combination of visual sensors, artificial intelligence, and computing. To ...Savoir plus
In this monograph, an overview of recent developments and the state-of-the-art in image/video restoration and super-resolution (SR) using deep learnin...Savoir plus
Humans perceive the world through many channels, such as images viewed by the eyes, or voices heard by the ears. Though any individual channel might b...Savoir plus
In the arts and sciences, as well as in our daily lives, symmetry has made a profound and lasting impact. Likewise, a computational treatment of symme...Savoir plus
Semantic image segmentation (SiS) plays a fundamental role towards a general understanding of the image content and context, in a broad variety of com...Savoir plus
Object Categorization presents foundations, original research and trends in the field of object categorization by computer vision methods. It provides...Savoir plus