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Über dieses Buch

This edited volume contains technical contributions in the field of computer vision and image processing presented at the First International Conference on Computer Vision and Image Processing (CVIP 2016). The contributions are thematically divided based on their relation to operations at the lower, middle and higher levels of vision systems, and their applications.

The technical contributions in the areas of sensors, acquisition, visualization and enhancement are classified as related to low-level operations. They discuss various modern topics – reconfigurable image system architecture, Scheimpflug camera calibration, real-time autofocusing, climate visualization, tone mapping, super-resolution and image resizing.

The technical contributions in the areas of segmentation and retrieval are classified as related to mid-level operations. They discuss some state-of-the-art techniques – non-rigid image registration, iterative image partitioning, egocentric object detection and video shot boundary detection.

The technical contributions in the areas of classification and retrieval are categorized as related to high-level operations. They discuss some state-of-the-art approaches – extreme learning machines, and target, gesture and action recognition. A non-regularized state preserving extreme learning machine is presented for natural scene classification. An algorithm for human action recognition through dynamic frame warping based on depth cues is given. Target recognition in night vision through convolutional neural network is also presented. Use of convolutional neural network in detecting static hand gesture is also discussed.

Finally, the technical contributions in the areas of surveillance, coding and data security, and biometrics and document processing are considered as applications of computer vision and image processing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking system, an algorithm to detect for copy-move forgery based on circle block, a novel visual secret sharing scheme using affine cipher and image interleaving, a finger knuckle print recognition system based on wavelet and Gabor filtering, and a palmprint recognition based on minutiae quadruplets.

Inhaltsverzeichnis

Frontmatter

2017 | OriginalPaper | Buchkapitel

Background Modeling Using Temporal-Local Sample Density Outlier Detection

Wei Zeng, Mingqiang Yang, Feng Wang, Zhenxing Cui

2017 | OriginalPaper | Buchkapitel

Analysis of Framelets for the Microcalcification

K. S. Thivya, P. Sakthivel

2017 | OriginalPaper | Buchkapitel

Reconfigurable Architecture-Based Implementation of Non-uniformity Correction for Long Wave IR Sensors

Sudhir Khare, Brajesh Kumar Kaushik, Manvendra Singh, Manoj Purohit, Himanshu Singh

2017 | OriginalPaper | Buchkapitel

Finger Knuckle Print Recognition Based on Wavelet and Gabor Filtering

Gaurav Verma, Aloka Sinha

2017 | OriginalPaper | Buchkapitel

Design of Advanced Correlation Filters for Finger Knuckle Print Authentication Systems

Gaurav Verma, Aloka Sinha

2017 | OriginalPaper | Buchkapitel

A Nonlinear Modified CONVEF-AD Based Approach for Low-Dose Sinogram Restoration

Shailendra Tiwari, Rajeev Srivastava, K. V. Arya

2017 | OriginalPaper | Buchkapitel

System Design for Tackling Blind Curves

Sowndarya Lakshmi Sadasivam, J. Amudha

2017 | OriginalPaper | Buchkapitel

A Novel Visual Word Assignment Model for Content-Based Image Retrieval

Anindita Mukherjee, Soman Chakraborty, Jaya Sil, Ananda S. Chowdhury

2017 | OriginalPaper | Buchkapitel

Online Support Vector Machine Based on Minimum Euclidean Distance

Kalpana Dahiya, Vinod Kumar Chauhan, Anuj Sharma

2017 | OriginalPaper | Buchkapitel

Design and Development of 3-D Urban Geographical Information Retrieval Application Employing Only Open Source Instruments

Ajaze Parvez Khan, Sudhir Porwal, Sangeeta Khare

2017 | OriginalPaper | Buchkapitel

A Textural Characterization of Coal SEM Images Using Functional Link Artificial Neural Network

Alpana, Subrajeet Mohapatra

2017 | OriginalPaper | Buchkapitel

Template-Based Automatic High-Speed Relighting of Faces

Ankit Jalan, Mynepalli Siva Chaitanya, Arko Sabui, Abhijeet Singh, Viswanath Veera, Shankar M. Venkatesan

2017 | OriginalPaper | Buchkapitel

An Improved Contextual Information Based Approach for Anomaly Detection via Adaptive Inference for Surveillance Application

T. J. Narendra Rao, G. N. Girish, Jeny Rajan

2017 | OriginalPaper | Buchkapitel

A Novel Approach of an (n, n) Multi-Secret Image Sharing Scheme Using Additive Modulo

Maroti Deshmukh, Neeta Nain, Mushtaq Ahmed

2017 | OriginalPaper | Buchkapitel

Scheimpflug Camera Calibration Using Lens Distortion Model

Peter Fasogbon, Luc Duvieubourg, Ludovic Macaire

2017 | OriginalPaper | Buchkapitel

Microscopic Image Classification Using DCT for the Detection of Acute Lymphoblastic Leukemia (ALL)

Sonali Mishra, Lokesh Sharma, Bansidhar Majhi, Pankaj Kumar Sa

2017 | OriginalPaper | Buchkapitel

Robust Image Hashing Technique for Content Authentication based on DWT

Lokanadham Naidu Vadlamudi, Rama Prasad V. Vaddella, Vasumathi Devara

2017 | OriginalPaper | Buchkapitel

Robust Parametric Twin Support Vector Machine and Its Application in Human Activity Recognition

Reshma Khemchandani, Sweta Sharma

2017 | OriginalPaper | Buchkapitel

Separating Indic Scripts with ‘matra’—A Precursor to Script Identification in Multi-script Documents

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

2017 | OriginalPaper | Buchkapitel

Efficient Multimodal Biometric Feature Fusion Using Block Sum and Minutiae Techniques

Ujwalla Gawande, Kamal Hajari, Yogesh Golhar

2017 | OriginalPaper | Buchkapitel

Video Synopsis for IR Imagery Considering Video as a 3D Data Cuboid

Nikhil Kumar, Ashish Kumar, Neeta Kandpal

2017 | OriginalPaper | Buchkapitel

Performance Analysis of Texture Image Retrieval in Curvelet, Contourlet, and Local Ternary Pattern Using DNN and ELM Classifiers for MRI Brain Tumor Images

A. Anbarasa Pandian, R. Balasubramanian

2017 | OriginalPaper | Buchkapitel

ROI Segmentation from Brain MR Images with a Fast Multilevel Thresholding

Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar

2017 | OriginalPaper | Buchkapitel

Surveillance Scene Segmentation Based on Trajectory Classification Using Supervised Learning

Rajkumar Saini, Arif Ahmed, Debi Prosad Dogra, Partha Pratim Roy

2017 | OriginalPaper | Buchkapitel

Classification of Object Trajectories Represented by High-Level Features Using Unsupervised Learning

Rajkumar Saini, Arif Ahmed, Debi Prosad Dogra, Partha Pratim Roy

2017 | OriginalPaper | Buchkapitel

A Hybrid Method for Image Categorization Using Shape Descriptors and Histogram of Oriented Gradients

Subhash Chand Agrawal, Anand Singh Jalal, Rajesh Kumar Tripathi

2017 | OriginalPaper | Buchkapitel

Local Binary Pattern and Its Variants for Target Recognition in Infrared Imagery

Aparna Akula, Ripul Ghosh, Satish Kumar, H. K. Sardana

2017 | OriginalPaper | Buchkapitel

Applicability of Self-Organizing Maps in Content-Based Image Classification

Kumar Rohit, R. K. Sai Subrahmanyam Gorthi, Deepak Mishra

2017 | OriginalPaper | Buchkapitel

Road Surface Classification Using Texture Synthesis Based on Gray-Level Co-occurrence Matrix

Somnath Mukherjee, Saurabh Pandey

2017 | OriginalPaper | Buchkapitel

Electroencephalography-Based Emotion Recognition Using Gray-Level Co-occurrence Matrix Features

Narendra Jadhav, Ramchandra Manthalkar, Yashwant Joshi

2017 | OriginalPaper | Buchkapitel

Quick Reaction Target Acquisition and Tracking System

Zahir Ahmed Ansari, M. J. Nigam, Avnish Kumar

2017 | OriginalPaper | Buchkapitel

Low-Complexity Nonrigid Image Registration Using Feature-Based Diffeomorphic Log-Demons

Md. Azim Ullah, S. M. Mahbubur Rahman

2017 | OriginalPaper | Buchkapitel

Spotting of Keyword Directly in Run-Length Compressed Documents

Mohammed Javed, P. Nagabhushan, Bidyut Baran Chaudhuri

2017 | OriginalPaper | Buchkapitel

Design and Implementation of a Real-Time Autofocus Algorithm for Thermal Imagers

Anurag Kumar Srivastava, Neeta Kandpal

2017 | OriginalPaper | Buchkapitel

Parameter Free Clustering Approach for Event Summarization in Videos

Deepak Kumar Mishra, Navjot Singh

2017 | OriginalPaper | Buchkapitel

Connected Operators for Non-text Object Segmentation in Grayscale Document Images

Sheshera Mysore, Manish Kumar Gupta, Swapnil Belhe

2017 | OriginalPaper | Buchkapitel

Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification

Paheding Sidike, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha

2017 | OriginalPaper | Buchkapitel

A Local Correlation and Directive Contrast Based Image Fusion

Sonam, Manoj Kumar

2017 | OriginalPaper | Buchkapitel

Multi-exposure Image Fusion Using Propagated Image Filtering

Diptiben Patel, Bhoomika Sonane, Shanmuganathan Raman

2017 | OriginalPaper | Buchkapitel

Tone Mapping HDR Images Using Local Texture and Brightness Measures

Akshay Gadi Patil, Shanmuganathan Raman

2017 | OriginalPaper | Buchkapitel

Pre- and Post-fingerprint Skeleton Enhancement for Minutiae Extraction

Geevar C. Zacharias, Madhu S. Nair, P. Sojan Lal

2017 | OriginalPaper | Buchkapitel

Content Aware Image Size Reduction Using Low Energy Maps for Reduced Distortion

Pooja Solanki, Charul Bhatnagar, Anand Singh Jalal, Manoj Kumar

2017 | OriginalPaper | Buchkapitel

Artificial Immune Hybrid Photo Album Classifier

Vandna Bhalla, Santanu Chaudhury

2017 | OriginalPaper | Buchkapitel

Crowd Disaster Avoidance System (CDAS) by Deep Learning Using eXtended Center Symmetric Local Binary Pattern (XCS-LBP) Texture Features

C. Nagananthini, B. Yogameena

2017 | OriginalPaper | Buchkapitel

A Novel Visualization and Tracking Framework for Analyzing the Inter/Intra Cloud Pattern Formation to Study Their Impact on Climate

Bibin Johnson, J. Sheeba Rani, Gorthi R. K. S. S. Manyam

2017 | OriginalPaper | Buchkapitel

Cancelable Biometric Template Security Using Segment-Based Visual Cryptography

P. Punithavathi, S. Geetha

2017 | OriginalPaper | Buchkapitel

PCB Defect Classification Using Logical Combination of Segmented Copper and Non-copper Part

Shashi Kumar, Yuji Iwahori, M. K. Bhuyan

2017 | OriginalPaper | Buchkapitel

Gait Recognition-Based Human Identification and Gender Classification

S. Arivazhagan, P. Induja

2017 | OriginalPaper | Buchkapitel

Corner Detection Using Random Forests

Shubham Pachori, Kshitij Singh, Shanmuganathan Raman

2017 | OriginalPaper | Buchkapitel

Symbolic Representation and Classification of Logos

D. S. Guru, N. Vinay Kumar

2017 | OriginalPaper | Buchkapitel

A Hybrid Method Based CT Image Denoising Using Nonsubsampled Contourlet and Curvelet Transforms

Manoj Diwakar, Manoj Kumar

2017 | OriginalPaper | Buchkapitel

Using Musical Beats to Segment Videos of Bharatanatyam Adavus

Tanwi Mallick, Akash Anuj, Partha Pratim Das, Arun Kumar Majumdar

2017 | OriginalPaper | Buchkapitel

Parallel Implementation of RSA 2D-DCT Steganography and Chaotic 2D-DCT Steganography

G. Savithri, Vinupriya, Sayali Mane, J. Saira Banu

2017 | OriginalPaper | Buchkapitel

Thermal Face Recognition Using Face Localized Scale-Invariant Feature Transform

Shruti R. Uke, Abhijeet V. Nandedkar

2017 | OriginalPaper | Buchkapitel

Integrating Geometric and Textural Features for Facial Emotion Classification Using SVM Frameworks

Samyak Datta, Debashis Sen, R. Balasubramanian

2017 | OriginalPaper | Buchkapitel

Fast Non-blind Image Deblurring with Sparse Priors

Rajshekhar Das, Anurag Bajpai, Shankar M. Venkatesan

Backmatter

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