Around
31 Oct - 12 Nov
using International Courier
Description
Visual recognition remains an extremely challenging problem in computer vision. Most previous approaches have been evaluated on small datasets. However, ImageNet dataset with millions images for thousands classes poses more challenges for the next generation of vision mechanisms. Learning an efficient visual classifier and constructing a robust visual representation in a large scale scenario are two main research issues. In this book, we present how to tackle these issues. Firstly, a novel approach is presented by using several local descriptors to improve the discriminative power of image representation. Secondly, the state-of-the-art SVMs are extended by building the balanced bagging classifiers with sampling strategy and parallelizing the training process with several multi-core computers. Thirdly, the binary stochastic gradient descent SVM is developed to the new multiclass SVM for efficiently classifying large image datasets into many classes. Finally, when the training data cannot fit into computer memory, the training task of SVM becomes more complicated to deal with. This challenge is addressed by an incremental learning method for both large scale linear and nonlinear SVMs
Choose a destination to see accurate shipping times, delivery options, pricing and product availability.
Afterpay logo
Shop now. Pay later. Always interest‑free.
Swing through the checkout with Afterpay.Get your order now, pay in four fortnightly payments.
Afterpay offers simple payment plans for online shoppers, instantly at checkout.Buy what you want today, pay for it over time. Interest free, with no additional fees if you pay on
time.
1
Select Afterpay as your payment method
Use your existing payment card
2
Complete your checkout in seconds
No long forms, instant approval
3
Get your items just as fast as always
Your order ships straight away
4
Pay over four payments, interest free
Enjoy now, pay later
How it works
Simply select Afterpay as your payment method in the checkout or when picking up your items from the Mighty Ape distribution centre,
and enter your details at Afterpay to complete your order
Your payment schedule will be shown in the checkout, and emailed to you
If you are a new Afterpay customer, the first payment will be made at the time of purchase, with
remaining payments over the next 6 weeks
Once you have been an Afterpay customer for 6 weeks, on subsequent orders you may be eligible to
make your first payment in 14 days, with final payment in 8 weeks
If you need to return your items for a refund, the payment plan can be cancelled
If you fail to make a payment, you will be charged a late payment fee of $10 with a further $7
fee added 7 days later if the payment is still unpaid