Fusion in Computer Vision (inbunden)
Fler böcker inom
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
272
Utgivningsdatum
2014-04-10
Upplaga
2014 ed.
Förlag
Springer International Publishing AG
Medarbetare
Ionescu, Bogdan (ed.), Benois-Pineau, Jenny (ed.), Piatrik, Tomas (ed.), Quénot, Georges (ed.)
Illustratör/Fotograf
42 schwarz-weiße Tabellen 9 schwarz-weiße und 65 farbige Abbildungen Bibliographie
Illustrationer
65 Illustrations, color; 9 Illustrations, black and white; XIV, 272 p. 74 illus., 65 illus. in color
Dimensioner
234 x 152 x 20 mm
Vikt
704 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783319056951

Fusion in Computer Vision

Understanding Complex Visual Content

av Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Qunot
Inbunden,  Engelska, 2014-04-10
586
Köp
Spara som favorit
  • Skickas från oss inom 7-10 vardagar.
  • Fri frakt över 249 kr för privatkunder i Sverige.
Fusion in Computer Vision Kan tyvärr inte längre levereras innan julafton.
Köp ett presentkort istället.
Finns även som
Visa alla 1 format & utgåvor
This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.
Visa hela texten

Passar bra ihop

  1. Fusion in Computer Vision
  2. +
  3. The Official Stardew Valley Cookbook

De som köpt den här boken har ofta också köpt The Official Stardew Valley Cookbook av Concernedape, Ryan Novak (inbunden).

Köp båda 2 för 903 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

Bogdan Ionescu, Jenny Benois-Pineau, Tomas Piatrik, Georges Qunot

Övrig information

Dr. Bogdan Ionescu is a lecturer and Coordinator of the Video Processing Group at the Image Processing and Analysis Laboratory, University Politehnica of Bucharest, Romania. Dr. Jenny Benois-Pineau is a full professor and Chair of the Video Analysis and Indexing research group at the University of Bordeaux, France. Dr. Tomas Piatrik is a senior researcher in the Multimedia and Vision Research Group at Queen Mary University of London, UK. Dr. Georges Qunot is a senior researcher at CNRS and leader of the Multimedia Information Modeling and Retrieval group at the Grenoble Informatics Laboratory, France.

Innehållsförteckning

A Selective Weighted Late Fusion for Visual Concept Recognition.- Bag-of-Words Image Representation: Key Ideas and Further Insight.- Hierarchical Late Fusion for Concept Detection in Videos.- Fusion of Multiple Visual Cues for Object Recognition in Video.- Evaluating Multimedia Features and Fusion for Example-Based Event Detection.- Rotation-Based Ensemble Classifiers for High Dimensional Data.- Multimodal Fusion in Surveillance Applications.- Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking.- Fusion Techniques in Biomedical Information Retrieval.- Using Crowdsourcing to Capture Complexity in Human Interpretations of Multimedia Content.

Du kanske gillar