Results overview: Found 6 records in 0.02 seconds.
Course materials, 6 records found
Course materials 6 records found  
1.
3 p, 137.5 KB Visual Recognition [43090] / Vanrell i Martorell, Maria Isabel (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Haro, Gloria ; Ballester, Coloma ; Ruiz Hidalgo, Javier ; Casas Pla, Josep Ramon ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
The goal of this module is to learn the principles of the 3D reconstruction of an object or a scene from multiple images or stereoscopic videos. For that, the basic concepts of the projective geometry and the 3-space are firstly introduced. [...]
2015-16
Visió per Computador / Computer Vision [1172]  
2.
3 p, 138.4 KB Machine learning for computer vision [43083] / Vanrell i Martorell, Maria Isabel (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Serrat, Joan ; Vázquez, David ; López, Antonio ; Vilariño, Fernando ; Marin, Javier ; Pujol, Oriol ; Masip, David ; Camps, Gustavo ; Álvarez, Jose Manuel ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
Machine learning deals with the automatic analisys of large scale data. Nowadays it conforms the basics of many computer vision methods, specially those related to visual pattern recognition or classification, where 'patterns' encompasses images of world objects, scenes and video sequences of human actions, to name a few. [...]
2015-16
Visió per Computador / Computer Vision [1172]  
3.
3 p, 146.6 KB Optimization and inference techniques for CV [43086] / Vanrell i Martorell, Maria Isabel (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Ballester, Coloma ; Garamendi, Juan Francisco ; Serrat, Joan ; Ramos, Oriol ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
The aim of this module is to learn about numerical optimization algorithms that are behind many tasks in computer vision. Main concepts will include energy minimization, numerical techniques for variational problems, convex optimization and graphical models. [...]
2015-16
Visió per Computador / Computer Vision [1172]  
4.
3 p, 136.1 KB Introduction to Human and Computer Vision [43085] / Vanrell i Martorell, Maria Isabel (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Salembier, Philippe ; Morros, Ramon ; Kane, David ; Bertalmío, Marcelo ; Ruiz, Javier ; Vilaplana, Verónica ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
perception, acquisition and processing. In terms of processing, the module deals with low-level pixel-based transforms, linear, nonlinear and morphological filtering, Fourier analysis, multiscale representations, extraction of simple features and image descriptions. [...]
2015-16
Visió per Computador / Computer Vision [1172]  
5.
3 p, 137.0 KB Visual Recognition [43088] / Vanrell Martorell, Maria ; Baldrich, Ramón ; Valveny, Ernest ; Benavente, Robert ; Giró, Xavier ; Rossinyol, Marçal ; Fornés Bisquerra, Alicia (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Lladós, Josep ; Gonzàlez, Jordi ; van de Weije, Joost ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
In Computer Vision, visual recognition corresponds to the task of explaining the content of an image in terms of “What is there?”. This question can be addressed in many different ways, and in this Module 5 we will consider two particular types of answers: the category of the object appearing in an image, and the identification of a particular object instance. [...]
2015-16
Visió per Computador / Computer Vision [1172]  
6.
3 p, 135.8 KB Video Analysis [43082] / Vanrell i Martorell, Maria Isabel (Universitat Autònoma de Barcelona. Departament de Ciències de la Computació) ; Universitat Autònoma de Barcelona. Escola d'Enginyeria
The objective of this module is to present the main concepts and technologies that are necessary for image sequence analysis. In the first place, we will present the applications of image sequence analysis and the different kind of data where these techniques will be applied: mono-camera video sequences, multi-camera and depth camera sequences. [...]
2015-16
Visió per Computador / Computer Vision [1172]  

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