Advances in Soft Computing and Machine Learning in Image Processing

Front Matter ....Pages i-xii
Front Matter ....Pages 1-1
 Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation  (Edgar Chavolla, Daniel Zaldivar, Erik Cuevas, Marco A. Perez)....Pages 3-22
 Multi-objective Whale Optimization Algorithm for Multilevel Thresholding Segmentation  (Mohamed Abd El Aziz, Ahmed A. Ewees, Aboul Ella Hassanien, Mohammed Mudhsh, Shengwu Xiong)....Pages 23-39
 Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images  (Abdalla Mostafa, Essam H. Houssein, Mohamed Houseni, Aboul Ella Hassanien, Hesham Hefny)....Pages 41-62
 Thermal Image Segmentation Using Evolutionary Computation Techniques  (Salvador Hinojosa, Gonzalo Pajares, Erik Cuevas, Noé Ortega-Sanchez)....Pages 63-88
 News Videos Segmentation Using Dominant Colors Representation  (Ibrahim A. Zedan, Khaled M. Elsayed, Eid Emary)....Pages 89-109
Front Matter ....Pages 111-111
 Normalized Multiple Features Fusion Based on PCA and Multiple Classifiers Voting in CT Liver Tumor Recognition  (Ahmed M. Anter, Aboul Ella Hassenian)....Pages 113-129
 Computer-Aided Acute Lymphoblastic Leukemia Diagnosis System Based on Image Analysis  (Ahmed M. Abdeldaim, Ahmed T. Sahlol, Mohamed Elhoseny, Aboul Ella Hassanien)....Pages 131-147
 Telemammography: A Novel Approach for Early Detection of Breast Cancer Through Wavelets Based Image Processing and Machine Learning Techniques  (Liyakathunisa Syed, Saima Jabeen, S. Manimala)....Pages 149-183
 Image Processing in Biomedical Science  (Lakshay Bajaj, Kannu Gupta, Yasha Hasija)....Pages 185-211
 Automatic Detection and Quantification of Calcium Objects from Clinical Images for Risk Level Assessment of Coronary Disease  (R. Priyatharshini, S. Chitrakala)....Pages 213-225
 Semi-automated Method for the Glaucoma Monitoring  (Nesma Settouti, Mostafa El Habib Daho, Mohammed El Amine Bechar, Mohamed Amine Lazouni, Mohammed Amine Chikh)....Pages 227-246
Front Matter ....Pages 247-247
 Multimodal Biometric Personal Identification and Verification  (Mohamed Elhoseny, Ahmed Elkhateb, Ahmed Sahlol, Aboul Ella Hassanien)....Pages 249-276
 Suspicious and Violent Activity Detection of Humans Using HOG Features and SVM Classifier in Surveillance Videos   (Produte Kumar Roy, Hari Om)....Pages 277-294
 Hybrid Rough Neural Network Model for Signature Recognition  (Mohamed Elhoseny, Amir Nabil, Aboul Ella Hassanien, Diego Oliva)....Pages 295-318
 A Novel Secure Personal Authentication System with Finger in Face Watermarking Mechanism  (Chinta Someswara Rao, K. V. S. Murthy, R. Shiva Shankar, V. Mnssvkr Gupta)....Pages 319-353
 Activity Recognition Using Imagery for Smart Home Monitoring  (Bradley Schneider, Tanvi Banerjee)....Pages 355-371
 Compressive Sensing and Chaos-Based Image Compression Encryption  (R. Ponuma, R. Amutha)....Pages 373-392
 Fingerprint Identification Using Hierarchical Matching and Topological Structures  (Meryam Elmouhtadi, Sanaa El fkihi, Driss Aboutajdine)....Pages 393-408
 A Study of Action Recognition Problems: Dataset and Architectures Perspectives  (Bassel S. Chawky, A. S. Elons, A. Ali, Howida A. Shedeed)....Pages 409-442
 Importance of AADHAR-Based Smartcard System’s Implementation in Developing Countries  (Kamta Nath Mishra)....Pages 443-457
Front Matter ....Pages 459-459
 A Nonlinear Appearance Model for Age Progression  (Ali Maina Bukar, Hassan Ugail)....Pages 461-475
 Efficient Schemes for Playout Latency Reduction in P2P-VoD Systems  (Abdulaziz Shehab, Mohamed Elhoseny, Mohamed Abd El Aziz, Aboul Ella Hassanien)....Pages 477-495
 A SetpitextOFF Algorithm-Based Fast Image Projection Analysis  (V. Kakulapati, Vijay Pentapati)....Pages 497-517
 Enhancing Visual Speech Recognition with Lip Protrusion Estimation  (Preety Singh)....Pages 519-536
 Learning-Based Image Scaling Using Neural-Like Structure of Geometric Transformation Paradigm  (Roman Tkachenko, Pavlo Tkachenko, Ivan Izonin, Yurij Tsymbal)....Pages 537-565
 2D/3D Object Recognition and Categorization Approaches for Robotic Grasping  (Nabila Zrira, Mohamed Hannat, El Houssine Bouyakhf, Haris Ahmad Khan)....Pages 567-593
 A Distance Function for Comparing Straight-Edge Geometric Figures  (Apoorva Honnegowda Roopa, Shrisha Rao)....Pages 595-626
 Rough Set Theory Based on Robust Image Watermarking  (Musab Ghadi, Lamri Laouamer, Laurent Nana, Anca Pascu)....Pages 627-659
 \\({\\mathrm {CB_{p}F}}\\)-IQA: Using Contrast Band-Pass Filtering as Main Axis of Visual Image Quality Assessment  (Jesús Jaime Moreno-Escobar, Claudia Lizbeth Martínez-González, Oswaldo Morales-Matamoros, Ricardo Tejeida-Padilla)....Pages 661-682
 Digital Image Watermarking Performance Improvement Using Bio-Inspired Algorithms  (Mohamed Issa)....Pages 683-698
 Image Reconstruction Using Novel Two-Dimensional Fourier Transform  (S. Kala, S. Nalesh, Babita R. Jose, Jimson Mathew)....Pages 699-718