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Über dieses Buch

This book constitutes the refereed proceedings of the First International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2016, held in Bidar, Karnataka, India, in December 2017.

The 39 revised full papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on document analysis; pattern analysis and machine learning; image analysis; biomedical image analysis; biometrics.

Inhaltsverzeichnis

Frontmatter

Document Analysis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Complex and Composite Graphical Symbol Recognition and Retrieval: A Quick Review

K. C. Santosh

2017 | OriginalPaper | Buchkapitel

Word-Level Thirteen Official Indic Languages Database for Script Identification in Multi-script Documents

Sk Md Obaidullah, K. C. Santosh, Chayan Halder, Nibaran Das, Kaushik Roy

2017 | OriginalPaper | Buchkapitel

Skew Detection and Correction of Devanagari Script Using Interval Halving Method

Trupti A. Jundale, Ravindra S. Hegadi

2017 | OriginalPaper | Buchkapitel

Eigen Value Based Features for Offline Handwritten Signature Verification Using Neural Network Approach

Amruta B. Jagtap, Ravindra S. Hegadi

2017 | OriginalPaper | Buchkapitel

An Approach for Logo Detection and Retrieval in Documents

Y. H. Sharath Kumar, K. C. Ranjith

2017 | OriginalPaper | Buchkapitel

Spotting Symbol over Graphical Documents Via Sparsity in Visual Vocabulary

Do Thanh Ha, Salvatore Tabbone, Oriol Ramos Terrades

2017 | OriginalPaper | Buchkapitel

Word Retrieval from Kannada Document Images Using HOG and Morphological Features

Mallikarjun Hangarge, C. Veershetty, P. Rajmohan, Gururaj Mukarambi

2017 | OriginalPaper | Buchkapitel

Hand-Drawn Symbol Recognition in Immersive Virtual Reality Using Deep Extreme Learning Machines

Hubert Cecotti, Cyrus Boumedine, Michael Callaghan

2017 | OriginalPaper | Buchkapitel

Comparative Study of Handwritten Marathi Characters Recognition Based on KNN and SVM Classifier

Parshuram M. Kamble, Ravindra S. Hegadi

2017 | OriginalPaper | Buchkapitel

Recognition of Handwritten Devanagari Numerals by Graph Representation and Lipschitz Embedding

Mohammad Idrees Bhat, B. Sharada

2017 | OriginalPaper | Buchkapitel

Unlocking Textual Content from Historical Maps - Potentials and Applications, Trends, and Outlooks

Yao-Yi Chiang

2017 | OriginalPaper | Buchkapitel

Document Image Analysis for a Major Indic Script Bangla - Advancement and Scope

Kaushik Roy

Pattern Analysis and Machine Learning

Frontmatter

2017 | OriginalPaper | Buchkapitel

Combination of Feature Selection Methods for the Effective Classification of Microarray Gene Expression Data

T. Sheela, Lalitha Rangarajan

2017 | OriginalPaper | Buchkapitel

Pattern Recognition Based on Hierarchical Description of Decision Rules Using Choquet Integral

K. C. Santosh, Laurent Wendling

2017 | OriginalPaper | Buchkapitel

Classification of Summarized Sensor Data Using Sampling and Clustering: A Performance Analysis

Lavanya P.G., Suresha Mallappa

2017 | OriginalPaper | Buchkapitel

Feature Reduced Weighted Fuzzy Binarization for Histogram Comparison of Promoter Sequences

K. Kouser, Lalitha Rangarajan

2017 | OriginalPaper | Buchkapitel

A Fast k-Nearest Neighbor Classifier Using Unsupervised Clustering

Szilárd Vajda, K. C. Santosh

2017 | OriginalPaper | Buchkapitel

DSS for Prognostication of Academic Intervention by Applying DM Technique

Pawan Wasnik, S. D. Khamitkar, P. U. Bhalchandra, S. N. Lokhande, Preetam Tamsekar, Govind Kulkarni, Kailas Hambarde, Shaikh Husen

2017 | OriginalPaper | Buchkapitel

Cluster Based Symbolic Representation for Skewed Text Categorization

Lavanya Narayana Raju, Mahamad Suhil, D. S. Guru, Harsha S. Gowda

2017 | OriginalPaper | Buchkapitel

Semi-supervised Text Categorization Using Recursive K-means Clustering

Harsha S. Gowda, Mahamad Suhil, D. S. Guru, Lavanya Narayana Raju

2017 | OriginalPaper | Buchkapitel

Class Specific Feature Selection for Interval Valued Data Through Interval K-Means Clustering

D. S. Guru, N. Vinay Kumar

Image Analysis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Performance Analysis of Impulse Noise Attenuation Techniques

M. S. Sonawane, C. A. Dhawale

2017 | OriginalPaper | Buchkapitel

Neuro-Fuzzy Approach for Speckle Noise Reduction in SAR Images

Vijayakumar Singanamalla, Santhi Vaithyanathan

2017 | OriginalPaper | Buchkapitel

A Hybrid Approach for Hyper Spectral Image Segmentation Using SMLR and PSO Optimization

Rashmi P. Karchi, B. K. Nagesh

2017 | OriginalPaper | Buchkapitel

An Integrated Framework to Image Retrieval Using L*a*b Color Space and Local Binary Pattern

N. Neelima, P. Koteswara rao, N. Sai Praneeth, G. N. Mamatha

2017 | OriginalPaper | Buchkapitel

Texture Classification Using Deep Neural Network Based on Rotation Invariant Weber Local Descriptor

Arnab Banerjee, Nibaran Das, Mita Nasipuri

2017 | OriginalPaper | Buchkapitel

Industrial Applications of Colour Texture Classification Based on Anisotropic Diffusion

P. S. Hiremath, Rohini A. Bhusnurmath

2017 | OriginalPaper | Buchkapitel

Shot-Based Keyframe Extraction Using Bitwise-XOR Dissimilarity Approach

Rashmi B.S., Nagendraswamy H.S.

Biomedical Image Analysis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Automatic Compound Figure Separation in Scientific Articles: A Study of Edge Map and Its Role for Stitched Panel Boundary Detection

A. Aafaque, K. C. Santosh

2017 | OriginalPaper | Buchkapitel

Automated Chest X-ray Image View Classification using Force Histogram

K. C. Santosh, Laurent Wendling

2017 | OriginalPaper | Buchkapitel

An Automatic Computerized Model for Cancerous Lung Nodule Detection from Computed Tomography Images with Reduced False Positives

Senthilkumar Krishnamurthy, Ganesh Narasimhan, Umamaheswari Rengasamy

2017 | OriginalPaper | Buchkapitel

Synthesis of a Neural Network Classifier for Hepatocellular Carcinoma Grading Based on Triphasic CT Images

Vitoantonio Bevilacqua, Leonarda Carnimeo, Antonio Brunetti, Andrea De Pace, Pietro Galeandro, Gianpaolo Francesco Trotta, Nicholas Caporusso, Francescomaria Marino, Vito Alberotanza, Arnaldo Scardapane

2017 | OriginalPaper | Buchkapitel

A Comprehensive Method for Assessing the Blepharospasm Cases Severity

Vitoantonio Bevilacqua, Antonio Emmanuele Uva, Michele Fiorentino, Gianpaolo Francesco Trotta, Maurizio Dimatteo, Enrico Nasca, Attilio Nicola Nocera, Giacomo Donato Cascarano, Antonio Brunetti, Nicholas Caporusso, Roberta Pellicciari, Giovanni Defazio

2017 | OriginalPaper | Buchkapitel

Identification and Classification of Fruit Diseases

Y. H. Sharath Kumar, G. Suhas

2017 | OriginalPaper | Buchkapitel

Circular Foreign Object Detection in Chest X-ray Images

Fatema Tuz Zohora, K. C. Santosh

Biometrics

Frontmatter

2017 | OriginalPaper | Buchkapitel

FaceMatch: Real-World Face Image Retrieval

Eugene Borovikov, Szilárd Vajda

2017 | OriginalPaper | Buchkapitel

Evaluation of Texture Features for Biometric Verification System Using Handvein and Finger Knuckleprint

H. D. Supreetha Gowda, G. Hemantha Kumar

2017 | OriginalPaper | Buchkapitel

Face Sketch Matching Using Speed up Robust Feature Descriptor

N. K. Bansode, P. K. Sinha

2017 | OriginalPaper | Buchkapitel

Enhanced Gray Scale Skeletonization of Fingerprint Ridges Using Parallel Algorithm

Shoba Dyre, C. P. Sumathi

Backmatter

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