Hakutulokset: Hakutulos
yhteensä 21 hakutulosta
Deep Learning for Multimedia Forensics
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 innocuous to critical ones. …
Sparse Modeling for Image and Vision Processing
In recent years, a large amount of multi-disciplinary research has been conducted on sparse models and their applications. In statistics and machine learning, the sparsity …
Discrete Graphical Models
Discrete Graphical Models: An Optimization Perspective is about discrete energy minimization for discrete graphical models. It considers graphical models, or, more precisely, …
Domain Adaptation for Visual Recognition
Domain adaptation is an active, emerging research area that attempts to address the changes in data distribution across training and testing datasets. With the availability of a …
Monocular Model-Based 3D Tracking of Rigid Objects
Many applications require tracking complex 3D objects. These include visual serving of robotic arms on specific target objects, Augmented Reality systems that require real time …
Image-Based Rendering
Image-based rendering (IBR) is unique in that it requires computer graphics, computer vision, and image processing to join forces to solve a common goal, namely photorealistic …
Computational Symmetry in Computer Vision and Computer Graphics
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 symmetry and group theory (the …
Computer Vision for Autonomous Vehicles
Recent years have witnessed enormous progress in AI-related fields such as computer vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it becomes …
Publishing and Consuming 3D Content on the Web
Recently tools such as 3D printing, 3D viewers, and editing systems embedded in common operating systems have seen 3D data evolve from specialized content, used by a few …
3D Reconstruction from Multiple Images
This book discusses methods to extract 3-dimensional (3D) models from plain images. In particular, the 3D information is obtained from images for which the camera parameters are …
A Survey of Photometric Stereo Techniques
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 monograph focuses on photometric …
The Path to Path-Traced Movies
Path tracing is one of several techniques to render photorealistic images by simulating the physics of light propagation within a scene. The roots of path tracing are outside of …