Publications related to Vector quantization

Towards large scale multimedia indexing: A case study on person discovery in broadcast news

The rapid growth of multimedia databases and the human interest in their peers make indices representing the location and identity of people in audio-visual documents essential for searching archives. Person discovery in the absence of prior identity knowl ...

2017

Band structure diagram paths based on crystallography

Giovanni Pizzi

Systematic and automatic calculations of the electronic band structure are a crucial component of computationally-driven high-throughput materials screening. An algorithm, for any crystal, to derive a unique description of the crystal structure together wi ...

Elsevier2017

Geometry-driven quantization for omnidirectional image coding

Pascal Frossard, Francesca De Simone

In this paper we propose a method to adapt the quantization tables of typical block-based transform codecs when the input to the encoder is a panoramic image resulting from equirectangular projection of a spherical image. When the visual content is project ...

2016

Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Michaël Unser, Martin Kurt Storath

We consider

L ^{ 1 }

-TV regularization of univariate signals with values on the real line or on the unit circle. While the real data space leads to a convex optimization problem, the problem is nonconvex for circle-valued data. In this paper, we deriv ...

SIAM2016

Redundant Hash Addressing for Large-Scale Query by Example Spoken Query Detection

Hervé Bourlard, Afsaneh Asaei, Dhananjay Ram

State of the art query by example spoken term detection (QbE-STD) systems rely on representation of speech in terms of sequences of class-conditional posterior probabilities estimated by deep neural network (DNN). The posteriors are often used for pattern ...

Idiap2016

Multidrop data transfer

Mohammad Amin Shokrollahi, Ali Hormati

Multi-drop communications channels can have significantly deep notches in their frequency response causing a corresponding limitation of the effective data transmission rate. A special time-ordered coding method is described which results in the emitted sp ...

2016

A consensus algorithm for networks with process noise and quantization error

Colin Neil Jones, Ye Pu, Andrea Alessandretti, Francisco Fernandes Castro Rego

In this paper we address the problem of quantized consensus where process noise or external inputs corrupt the state of each agent at each iteration. We propose a quantized consensus algorithm with progressive quantization, where the quantization interval ...

IEEE2015

A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks

Rafal Tomasz Dlugosz

In this paper we propose a novel recursive algorithm that models the neighborhood mechanism, which is commonly used in self-organizing neural networks (NNs). The neighborhood can be viewed as a map of connections between particular neurons in the NN. Its r ...

Elsevier2015

Caching (a pair of) Gaussians

Michael Christoph Gastpar, Guillaume Jean Op 't Veld

A source produces i.i.d. vector samples from a Gaussian distribution, but the user is interested in only one component. In the cache phase, not knowing which component the user is interested in, a first compressed description is produced. Upon learning the ...

2015

Audiovisual focus of attention and its application to Ultra High Definition video compression

Touradj Ebrahimi, Martin Rerabek, Jong Seok Lee, Hiromi Nemoto

Using Focus of Attention (FoA) as a perceptual process in image and video compression belongs to well-known approaches to increase coding efficiency. It has been shown that foveated coding, when compression quality varies across the image according to regi ...

SPIE2014

Vector quantization

Graph Chatbot

Chat with Graph Search

Towards large scale multimedia indexing: A case study on person discovery in broadcast news

Band structure diagram paths based on crystallography

Geometry-driven quantization for omnidirectional image coding

Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Redundant Hash Addressing for Large-Scale Query by Example Spoken Query Detection

Multidrop data transfer

A consensus algorithm for networks with process noise and quantization error

A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks

Caching (a pair of) Gaussians

Audiovisual focus of attention and its application to Ultra High Definition video compression

Towards large scale multimedia indexing: A case study on person discovery in broadcast news

Audiovisual focus of attention and its application to Ultra High Definition video compression

Band structure diagram paths based on crystallography

Exact Algorithms for $ L ^{ 1 } $ -TV Regularization of Real-Valued or Circle-Valued Signals

Multidrop data transfer

A novel recursive algorithm used to model hardware programmable neighborhood mechanism of self-organizing neural networks

Geometry-driven quantization for omnidirectional image coding

Caching (a pair of) Gaussians

Redundant Hash Addressing for Large-Scale Query by Example Spoken Query Detection

A consensus algorithm for networks with process noise and quantization error