Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Machine Learning Methods for Visual Object Detection

Machine Learning Methods for Visual Object Detection

Hussain-S

Paperback

Series: Omn.Univ.Europ.

Literary CriticismGeneral Computers

ISBN10: 3841790682
ISBN13: 9783841790682
Publisher: Ed Universitaires Europeennes
Published: Feb 28 2018
Pages: 160
Weight: 0.54
Height: 0.37 Width: 5.98 Depth: 9.02
Language: French
This book presents practical methods for detecting common object classes such as people, cars, cows, chairs, etc., in real world images. In particular, it discusses a range of visual representations (Histograms of Oriented Gradients (HOG), Local Binary Patterns (LBP), Local Ternary Patterns (LTP), Local Quantized Patterns (LQP) and similar techniques), dimensionality reduction (Partial Least Squares and SVM Weight Sparsification) and learning methods (Latent and Non-Latent Support Vector Machines) for the problem of object detection. These methods are presented from a practical perspective and shown to give state-of-the-art performance on a range of challenging public datasets.

Also in

General Computers

View All