Evolutionary Computation with Intelligent Systems

3 Advertisement Detection Image Processing and Deep Learning Approach for Effective Information Extraction from Online English Newspapers

Pooja Jain, Kavita Taneja, and Harmunish Taneja

10.1201/9781003158165-3

CONTENTS

3.1 Introduction

3.1.1 Newspaper Layout Segmentation

3.1.2 Image Classification into Advertisements and Non-advertisements

3.2 Related Literature

3.2.1 Review of Newspaper Layout Segmentation

3.2.2 Review of Advertisement Image Classification

3.3 Image Extraction from Online English Newspapers

3.3.1 Image Extraction Technique

3.3.2 Image Extraction Results and Discussion

3.4 Advertisement Image Classification

3.4.1 Using CNN for Advertisement Image Classification

3.4.1.1 Working of CNN

3.4.2 English Newspaper Image Dataset