Recent Trends in Image Processing and Pattern Recognition: Second International Conference, RTIP2R 2018, Solapur, India, December 21–22, 2018, Revised Selected Papers, Part III

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This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the tree volumes. Part I: computer vision and pattern recognition; machine learning and applications; and image processing. Part II: healthcare and medical imaging; biometrics and applications. Part III: document image analysis; image analysis in agriculture; and data mining, information retrieval and applications. Front Matter ....Pages i-xx Front Matter ....Pages 1-1 Text Extraction Using Sparse Representation over Learning Dictionaries (Thanh-Ha Do, Thi Minh Huyen Nguyen, K. C. Santosh)....Pages 3-13 Word Level Plagiarism Detection of Marathi Text Using N-Gram Approach (Ramesh R. Naik, Maheshkumar B. Landge, C. Namrata Mahender)....Pages 14-23 UHTelPCC: A Dataset for Telugu Printed Character Recognition (Rakesh Kummari, Chakravarthy Bhagvati)....Pages 24-36 On-Line Devanagari Handwritten Character Recognition Using Moments Features (Shalaka Prasad Deore, Albert Pravin)....Pages 37-48 Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm (Mridul Ghosh, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy)....Pages 49-62 Recognition of Meitei Mayek Using Statistical Texture and Histogram Features (Sanasam Inunganbi, Prakash Choudhary)....Pages 63-71 Symbolic Approach for Word-Level Script Classification in Video Frames (C. Sunil, K. S. Raghunandan, H. K. Chethan, G. Hemantha Kumar)....Pages 72-84 Development of Inter-primitive Grammar for Construction of Kannada Language Vowels and Consonants Based on Their Hierarchical Structures (Basavaraj S. Anami, Deepa S. Garag)....Pages 85-95 Automatic Recognition of Legal Amount Words of Bank Cheques in Devanagari Script: An Approach Based on Information Fusion at Feature and Decision Level (Mohammad Idrees Bhat, B. Sharada)....Pages 96-107 OnkoGan: Bangla Handwritten Digit Generation with Deep Convolutional Generative Adversarial Networks (Sadeka Haque, Shammi Akter Shahinoor, AKM Shahariar Azad Rabby, Sheikh Abujar, Syed Akhter Hossain)....Pages 108-117 Breaking News Recognition Using OCR (Ahmed Ridwan, Ajit Danti, S. P. Raghavendra, Hesham Abdo Ahmed Aqlan, N. B. Arunkumar)....Pages 118-130 Siamese Network for Learning Genuine and Forged Offline Signature Verification (Amruta B. Jagtap, Dattatray D. Sawat, Ravindra S. Hegadi, Rajendra S. Hegadi)....Pages 131-139 Multi-scale Local Binary Patterns- A Novel Feature Extraction Technique for Offline Signature Verification (Bharathi Pilar, B. H. Shekar, D. S. Sunil Kumar)....Pages 140-148 Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-Line Bangla Handwritten Characters (AKM Shahariar Azad Rabby, Sadeka Haque, Md. Sanzidul Islam, Sheikh Abujar, Syed Akhter Hossain)....Pages 149-158 ShonkhaNet: A Dynamic Routing for Bangla Handwritten Digit Recognition Using Capsule Network (Sadeka Haque, AKM Shahariar Azad Rabby, Md. Sanzidul Islam, Syed Akhter Hossain)....Pages 159-170 Reader System for Transliterate Handwritten Bilingual Documents (Ranjana S. Zinjore, R. J. Ramteke)....Pages 171-182 Recognition of Marathi Numerals Using MFCC and DTW Features (Siddheshwar S. Gangonda, Prashant P. Patavardhan, Kailash J. Karande)....Pages 183-193 A Filter Based Feature Selection for Imbalanced Text Classification (K. Swarnalatha, D. S. Guru, Basavaraj S. Anami, N. Vinay Kumar)....Pages 194-205 A Combined Architecture Based on Artificial Neural Network to Recognize Kannada Vowel Modifiers (Siddhaling Urolagin)....Pages 206-215 English Character Recognition Using Robust Back Propagation Neural Network (Shrinivas R. Zanwar, Abbhilasha S. Narote, Sandipan P. Narote)....Pages 216-227 Recognition of Signature Using Neural Network and Euclidean Distance for Bank Cheque Automation (S. P. Raghavendra, Ajit Danti)....Pages 228-243 A Semi-automatic Methodology for Recognition of Printed Kannada Character Primitives Useful in Character Construction (Basavaraj S. Anami, Deepa S. Garag)....Pages 244-260 Distance Based Edge Linking (DEL) for Character Recognition (Parshuram M. Kamble, Ravindra S. Hegadi, Rajendra S. Hegadi)....Pages 261-268 Front Matter ....Pages 269-269 Analysis of Segmentation and Identification of Square-Hexa-Round-Holed Nuts Using Sobel and Canny Edge Detector (Dayanand G. Savakar, Ravi Hosur, Deepa Pawar)....Pages 271-283 3D Reconstruction of Plants Under Outdoor Conditions Using Image-Based Computer Vision (Abhipray Paturkar, Gaurab Sen Gupta, Donald Bailey)....Pages 284-297 Automated Soil Tester (P. Kovelan, T. Kartheeswaran, N. Thisenthira)....Pages 298-311 Crop Discrimination Based on Reflectance Spectroscopy Using Spectral Vegetation Indices (SVI) (Rupali R. Surase, Karbhari V. Kale, Mahesh M. Solankar, Amarsinh B. Varpe, Hanumant R. Gite, Amol D. Vibhute)....Pages 312-322 Use of Spectral Reflectance for Sensitive Waveband Determination for Soil Contents (Chitra M. Gaikwad, Sangeeta N. Kakarwal)....Pages 323-328 Image Processing Based Vegetation Cover Monitoring and Its Categorization Using Differential Satellite Imageries for Urmodi River Watershed in Satara District, Maharashtra, India (Wasim A. Bagwan, Ravindra S. Gavali)....Pages 329-341 Discrimination Between Healthy and Diseased Cotton Plant by Using Hyperspectral Reflectance Data (Priyanka Uttamrao Randive, Ratnadeep R. Deshmukh, Pooja V. Janse, Rohit S. Gupta)....Pages 342-351 An Automated Model to Measure the Water Content of Leaves (I. A. Wagachchi, B. B. D. S. Abeykoon, R. D. K. Rassagala, D. P. Jayathunga, T. Kartheeswaran)....Pages 352-362 Estimation of Crop Chlorophyll Content by Spectral Indices Using Hyperspectral Non-imaging Data (Pooja Vinod Janse, Ratnadeep R. Deshmukh, Jaypalsing N. Kayte, Priyanka U. Randive)....Pages 363-371 MFDS-m Red Edge Position Detection Algorithm for Discrimination Between Healthy and Unhealthy Vegetable Plants (Anjana Ghule, R. R. Deshmukh, Chitra Gaikwad)....Pages 372-379 Evaluation of Pretreatment Methods for Prediction of Soil Micronutrients from Hyperspectral Data (Shruti U. Hiwale, Amol D. Vibhute, Karbhari V. Kale)....Pages 380-390 Role of Lens Position and Illumination Source for Acquiring Non-imaging Hyperspectral Data to Estimate Biophysical Characteristics of Leaves (Amarsinh Bhimrao Varpe, Rupali R. Surase, Amol D. Vibhute, Dhananjay B. Nalawade, Karbhari V. Kale)....Pages 391-396 Effect of Time on Aluminium Oxide FESEM Nanopore Images Using Fuzzy Inference System (Parashuram Bannigidad, Jalaja Udoshi, C. C. Vidyasagar)....Pages 397-405 Infrared Image Pedestrian Detection Techniques with Quantitative Analysis (Rajkumar Soundrapandiyan, K. C. Santosh, P. V. S. S. R. Chandra Mouli)....Pages 406-415 Classifying Arabic Farmers’ Complaints Based on Crops and Diseases Using Machine Learning Approaches (Mostafa Ali, D. S. Guru, Mahamad Suhil)....Pages 416-428 Neural Network Modeling and Prediction of Daily Average Concentrations of PM\(_{10}\), NO\(_{2}\) and SO\(_{2}\) (Sateesh N. Hosamane)....Pages 429-442 Smart Irrigation and Crop Yield Prediction Using Wireless Sensor Networks and Machine Learning (D. L. Shanthi)....Pages 443-452 Evaluation and Analysis of Plant Classification System Based on Feature Level Fusion and Score Level Fusion (Pradip Salve, Pravin Yannawar, Milind Sardesai)....Pages 453-470 Assessment of Rainfall Pattern Using ARIMA Technique of Pachmarhi Region, Madhya Pradesh, India (Papri Karmakar, Aniket A. Muley, Govind Kulkarni, Parag U. Bhalchandra)....Pages 471-481 Land Use and Cover Mapping Using SVM and MLC Classifiers: A Case Study of Aurangabad City, Maharashtra, India (Abdulla A. Omeer, Ratnadeep R. Deshmukh, Rohit S. Gupta, Jaypalsing N. Kayte)....Pages 482-492 Impact of Dimensionality Reduction Techniques on Endmember Identification in Hyperspectral Imagery (Mahesh M. Solankar, Hanumant R. Gite, Rupali R. Surase, Dhananjay B. Nalawade, Karbhari V. Kale)....Pages 493-504 Landslide Susceptibility Zonation (LSZ) Using Machine Learning Approach for DEM Derived Continuous Dataset (Muskan Jhunjhunwalla, Sharad Kumar Gupta, Dericks P. Shukla)....Pages 505-519 Design and Development of Ground Truth Collection Platform Using Android and Leaflet Library (Sandeep V. Gaikwad, Amol D. Vibhute, Karbhari V. Kale, Dhanajay B. Nalawade, Monali B. Jadhav)....Pages 520-528 Automatic Classification of Normal and Affected Vegetables Based on Back Propagation Neural Network and Machine Vision (Manohar Madgi, Ajit Danti)....Pages 529-537 Front Matter ....Pages 539-539 Data Mining Learning of Behavioral Pattern of Internet User Students (Aniket Muley, Atish Tangawade)....Pages 541-549 Research Challenges in Big Data Security with Hadoop Platform (M. R. Shrihari, T. N. Manjunath, R. A. Archana, Ravindra S. Hegadi)....Pages 550-560 Mining Frequent Patterns in Firewall Logs Using Apriori Algorithm with WEKA (Hajar Esmaeil As-Suhbani, S. D. Khamitkar)....Pages 561-571 Application of Decision Tree for Predictive Analysis of Student’s Self Satisfaction with Multivariate Parameters (Aniket Muley, Parag Bhalchandra, Govind Kulkarni)....Pages 572-579 Simplified Deterministic Finite Automata Construction Algorithm from Language Specification (Darshan D. Ruikar, Amruta D. Ruikar, Suhas G. Kulkarni, Ravindra S. Hegadi)....Pages 580-588 Review on Natural Language Processing Trends and Techniques Using NLTK (Deepa Yogish, T. N. Manjunath, Ravindra S. Hegadi)....Pages 589-606 A Deep Recursive Neural Network Model for Fine-Grained Opinion Classification (Ramesh S. Wadawadagi, Veerappa B. Pagi)....Pages 607-621 Effective Emoticon Based Framework for Sentimental Analysis of Web Data (Shoieb Ahamed, Ajit Danti)....Pages 622-633 Website Analysis: Search Engine Optimization Approach (Vijaykumar Sambhajirao Kumbhar, Kavita S. Oza)....Pages 634-639 Efficient Feature Selection Based on Modified Cuckoo Search Optimization Problem for Classifying Web Text Documents (Ankita Dhar, Niladri Sekhar Dash, Kaushik Roy)....Pages 640-651 Detection of Sarcasm from Consumer Sentiments on Social Media About Luxury Brands (V. Haripriya, Poornima G. Patil)....Pages 652-667 Question Answer Based Chart Summarization (Aditi Deshpande, Namrata Mahender)....Pages 668-677 Online Behavior Patterns of Terrorists: Past and Present (Dhanashree Deshpande, Shrinivas Deshpande, Vilas Thakare)....Pages 678-688 Author Impression on Dependent Authors Using Wordtovector Method (Maheshkumar B. Landge, Ramesh R. Naik, C. Namrata Mahender)....Pages 689-695 Correlation Based Real-Time Data Analysis of Graduate Students Behaviour (Shankar M. Patil, A. K. Malik)....Pages 696-706 Compression Based Modeling for Classification of Text Documents (S. N. Bharath Bhushan, Ajit Danti)....Pages 707-715 Detecting Depression in Social Media Posts Using Machine Learning (Abhilash Biradar, S. G. Totad)....Pages 716-725 Big-Five Personality Traits Based on Four Main Methods (P. Hima, M. Shanmugam)....Pages 726-734 A Review on Utilizing Bio-Mimetics in Solving Localization Problem in Wireless Sensor Networks (R. I. Malar, M. Shanmugam)....Pages 735-745 Correction to: Recent Trends in Image Processing and Pattern Recognition (K. C. Santosh, Ravindra S. Hegadi)....Pages C1-C1 Back Matter ....Pages 747-751