Menu
Rendelés állapotának ellenőrzése
Kapcsolat
Könyv Multi-Level Bayesian Models for Environment Perception Csaba Benedek

Multi-Level Bayesian Models for Environment Perception

Szerző: Csaba Benedek
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer, Berlin
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
46 177 Ft
This book deals with selected problems of machine perception, using various 2D and 3D imaging sensor...

Információk a könyvről

Szerző
Csaba Benedek
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2023
oldal
202
EAN
9783030836566
Enbook ID
43155905
Kiadó
Springer, Berlin
Súly
313
Méretek
155 x 235

Teljes leírás

This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic environment. To ensure a sound theoretical basis of the new models, the surveys and algorithmic developments are performed in well-established Bayesian frameworks.  Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered. For the object level scene analysis, the book mainly relies on the literature of Marked Point Process (MPP) approaches, which consider strong geometric and prior interaction constraints in object population modeling. In particular, key developments are introduced in the spatial hierarchical decomposition of the observed scenarios, and in the temporal extension of complex MRF and MPP models.  Apart from utilizing conventional optical sensors, case studies are provided on passive radar (ISAR) and Lidar-based Bayesian environment perception tasks. It is shown, via several experiments, that the proposed contributions embedded into a strict mathematical toolkit can significantly improve the results in real world 2D/3D test images and videos, for applications in video surveillance, smart city monitoring, autonomous driving, remote sensing, and optical industrial inspection.

Érdekelheti

Morphology Methods

Ricardo V. Lloyd
41 497 Ft

Fairy Circles on the Prairie

F M Foster
5 599 Ft

The Lilac Ladies

Jenny Hughes
6 254 Ft

Tables of Roman Law

ARISTIDE FANTON
5 133 Ft

IEBW Study Guide

Tbd
8 756 Ft

Hummingbird Mandala Adult Coloring Book: enjoy the endlessly

Amazing Press House
2 842 Ft

Art of Creative Writing

Lajos Egri
5 330 Ft

Love Deeper Than The Ocean

Marie Castellano
1 578 Ft

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Quelques Peintures Identifiees de l'Epoque de Rubens

MAETERLINCK-L
5 416 Ft

#selbstschuld – Was heißt schon privat

Thomas Feibel
3 013 Ft

SOGNI D'ORO PER PICCOLI SOGNATORI

Luna Sereni
4 452 Ft