epub, pdf |eng | | Author:Arindam Chaudhuri

References 1. Poria, S., Cambria, E., Bajpai, R., Hussain, A.: A review of affective computing: from unimodal analysis to multimodal fusion. Inf. Fusion 37, 98–125 (2017)Crossref 2. Majumder, N., Hazarika, ...

epub |eng | | Author:Abid Yahya

3.1 Introduction This section debates the main structure of the proposed scheme and examines the theoretical aspects of the CR-BIS in detail. The chapter also explains the suggested framework which ...

epub, mobi, pdf |eng | 2019-07-08 | Author:Katy Warr

x_bgr = x[..., ::-1] Next, we set up the Foolbox attack: attack_criterion = foolbox.criteria.Misclassification() attack = foolbox.attacks.SaliencyMapAttack(fmodel, criterion=attack_criterion) and run it: x_adv = attack(input_or_adv = x_bgr, label = y, unpack ...

epub |eng | 2019-06-19 | Author:Zhuo Qingliang

In our code, when we created the cascade classifier, we used the haarcascade_frontalface_default.xml file. But you may notice that when we list the data directory of the OpenCV installation, there ...

epub |eng | | Author:Shengrong Gong & Chunping Liu & Yi Ji & Baojiang Zhong & Yonggang Li & Husheng Dong

Then we take Mallat fast algorithm wavelet transform as an example to fuse the two modal images. Firstly, the two images are decomposed by wavelet, and the fusion rule based ...

epub, pdf |eng | 2019-08-15 | Author:Hany Farid

Figure 2.1 The solid and dashed curves each correspond to an image saved at a relatively high-quality of 80. The manipulated image (dashed), however, was previously saved at a lower ...

epub |eng | 2018-11-29 | Author:Sandipan Dey [Sandipan Dey]

epub |eng | | Author:Laganiere, Robert

Clearly, the noisy pixels shifted the mean value of neighboring pixels. As a result, the noise is still visible even if it has been blurred by the mean filter. The ...

epub |eng | 2019-06-15 | Author:Emmanuel Ameisen

Dimensionality Reduction for Errors We described vectorization and dimensionality reduction techniques for data exploration in “Vectorizing” and “Dimensionality reduction”. Let’s see how the same techniques can be used to make ...

epub |eng | 2019-03-28 | Author:Fernández Villán, Alberto;

As you can see, in the upper part of the screenshot the original image is shown, while in the bottom part of the screenshot the original image has been modified ...

mobi, epub |eng | 2019-08-29 | Author:Benjamin Planche

epub |eng | 2019-09-23 | Author:Jakub Langr & Vladimir Bok [Jakub Langr]

epub, pdf |eng | 2019-09-25 | Author:Aurélien Géron

Tip As a rule of thumb, if the number of categories is lower than 10, then one-hot encoding is generally the way to go (but your mileage may vary!). If ...

epub |eng | 2019-07-31 | Author:George Kyriakides

Errors and differences for gradient boost regression For the classification example, we use the hand-written digit classification dataset. Again, we define the n_estimators and learning_rate parameters: # --- SECTION 1 ...

epub |eng | 2019-06-27 | Author:Mohammad Abdur Razzaque, PhD

Exploratory analysis The exploratory analysis of data using the Python pandas library provides many powerful features–no doubt. However, using df.describe(), df.dtypes, or using df.isnull().sum() and plotting them separately is always ...