Hakutulokset: Hakutulos
yhteensä 29 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 …
Learning-based Visual Compression
In recent years, the demand for visual media has been growing exponentially. Among the large amount of visual traffic over the Internet, high-resolution visual content constitutes …
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 …
A Comprehensive Review of Modern Object Segmentation Approaches
Automated visual recognition tasks such as image classification, image captioning, object detection and image segmentation are essential for image and video processing. Of these, …
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 …
Semantic Image Segmentation
Semantic image segmentation (SiS) plays a fundamental role towards a general understanding of the image content and context, in a broad variety of computer vision applications, …