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

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