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Št. zadetkov: 14
Recovery of superquadric parameters from depth images using deep learning
Tim Oblak, Franc Solina, Peter M. Roth
Magistrsko delo
Oznake: superquadrics;parametric models;reconstruction;3D;deep learning;convolutional neural networks;CNN;parameter recovery;computer science;computer and information science;master's degree;
Reconstruction of 3D space from 2D image data has always been a significant challenge in the field of computer vision. Simple geometric entities are used to describe larger, more complex objects or entire scenes. This representation of the environment allows an autonomous agent to manipulate and int ...
Leto: 2020 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Constraints as Prior Knowledge
Dan Roth
Video in druga učna gradiva
Oznake:
Leto: 2008 Vir: videolectures.net
The GroupLASSO for Generalized Linear Models: Uniqueness of Solutions and Efficient Algorithms
Volker Roth
Video in druga učna gradiva
Oznake: computer science;machine learning;linear models
The GroupLASSO method for finding important explanatory factors suffers from the potential non-uniqueness of solutions and also from high computational costs. We formulate conditions for the uniqueness of GroupLASSO solutions which lead to an easily implementable test procedure. In addition to merel ...
Leto: 2008 Vir: videolectures.net
Suggesting Friends Using the Implicit Social Graph
Maayan Roth
Video in druga učna gradiva
Oznake: computer science;machine learning;pattern recognition;clustering
Although users of online communication tools rarely categorize their contacts into groups such as "family", "co-workers", or "jogging buddies", they nonetheless implicitly cluster contacts, by virtue of their interactions with them, forming implicit groups. In this paper, we describe the implicit so ...
Leto: 2010 Vir: videolectures.net
Adaptive Feature Selection in Image Segmentation
Volker Roth
Video in druga učna gradiva
Oznake: computer science;computer vision;machine learning;preprocessing
Most practical image segmentation algorithms optimize some mathematical similarity criterion derived from several low-level image features. One possible way of combining different types of features, e.g. color- and texture features on different scales and/or different orientations, is to simply stac ...
Leto: 2004 Vir: videolectures.net
Full Bayesian Survival Models for Analyzing Human Breast Tumors
Volker Roth
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning;bioinformatics
Leto: 2008 Vir: videolectures.net
Improved Functional Prediction of Proteins by Learning Kernel Combinations in Multilabel Setting
Volker Roth
Video in druga učna gradiva
Oznake: computer science;machine learning;kernel methods
Kernel methods have been successfully applied to a variety of biological data analysis problems. One problem of using kernels, however, is the lacking interpretability of the decision functions. It has been proposed to address this problem by using multiple kernels together with some combination rul ...
Leto: 2006 Vir: videolectures.net
Amortized Integer Linear Programming Inference
Dan Roth
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2013 Vir: videolectures.net
Opening Ceremony
Dan Roth , Wolfram Burgard
Video in druga učna gradiva
Oznake: events
Leto: 2011 Vir: videolectures.net
Giftpflanzen-Pflanzengifte
Lutz Roth, Max Daunderer, Kurt Kormann
Ni določena
Oznake: strupene rastline;strupene živali;farmakologija;toksikologija;strupi;učinkovine;
Giftpflanzen-Pflanzengifte
Leto: 2008 Vir: Biotehniška fakulteta (UL BF)
Št. zadetkov: 14
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