Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1

Description

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. Front Matter....Pages i-xiv Background Modeling Using Temporal-Local Sample Density Outlier Detection....Pages 1-9 Analysis of Framelets for the Microcalcification....Pages 11-21 Reconfigurable Architecture-Based Implementation of Non-uniformity Correction for Long Wave IR Sensors....Pages 23-34 Finger Knuckle Print Recognition Based on Wavelet and Gabor Filtering....Pages 35-45 Design of Advanced Correlation Filters for Finger Knuckle Print Authentication Systems....Pages 47-56 A Nonlinear Modified CONVEF-AD Based Approach for Low-Dose Sinogram Restoration....Pages 57-68 System Design for Tackling Blind Curves....Pages 69-77 A Novel Visual Word Assignment Model for Content-Based Image Retrieval....Pages 79-87 Online Support Vector Machine Based on Minimum Euclidean Distance....Pages 89-99 Design and Development of 3-D Urban Geographical Information Retrieval Application Employing Only Open Source Instruments....Pages 101-108 A Textural Characterization of Coal SEM Images Using Functional Link Artificial Neural Network....Pages 109-117 Template-Based Automatic High-Speed Relighting of Faces....Pages 119-131 An Improved Contextual Information Based Approach for Anomaly Detection via Adaptive Inference for Surveillance Application....Pages 133-147 A Novel Approach of an (n, n) Multi-Secret Image Sharing Scheme Using Additive Modulo....Pages 149-158 Scheimpflug Camera Calibration Using Lens Distortion Model....Pages 159-169 Microscopic Image Classification Using DCT for the Detection of Acute Lymphoblastic Leukemia (ALL)....Pages 171-180 Robust Image Hashing Technique for Content Authentication based on DWT....Pages 181-191 Robust Parametric Twin Support Vector Machine and Its Application in Human Activity Recognition....Pages 193-203 Separating Indic Scripts with ‘matra’—A Precursor to Script Identification in Multi-script Documents....Pages 205-214 Efficient Multimodal Biometric Feature Fusion Using Block Sum and Minutiae Techniques....Pages 215-225 Video Synopsis for IR Imagery Considering Video as a 3D Data Cuboid....Pages 227-237 Performance Analysis of Texture Image Retrieval in Curvelet, Contourlet, and Local Ternary Pattern Using DNN and ELM Classifiers for MRI Brain Tumor Images....Pages 239-248 ROI Segmentation from Brain MR Images with a Fast Multilevel Thresholding....Pages 249-259 Surveillance Scene Segmentation Based on Trajectory Classification Using Supervised Learning....Pages 261-271 Classification of Object Trajectories Represented by High-Level Features Using Unsupervised Learning....Pages 273-284 A Hybrid Method for Image Categorization Using Shape Descriptors and Histogram of Oriented Gradients....Pages 285-295 Local Binary Pattern and Its Variants for Target Recognition in Infrared Imagery....Pages 297-307 Applicability of Self-Organizing Maps in Content-Based Image Classification....Pages 309-321 Road Surface Classification Using Texture Synthesis Based on Gray-Level Co-occurrence Matrix....Pages 323-333 Electroencephalography-Based Emotion Recognition Using Gray-Level Co-occurrence Matrix Features....Pages 335-343 Quick Reaction Target Acquisition and Tracking System....Pages 345-355 Low-Complexity Nonrigid Image Registration Using Feature-Based Diffeomorphic Log-Demons....Pages 357-366 Spotting of Keyword Directly in Run-Length Compressed Documents....Pages 367-376 Design and Implementation of a Real-Time Autofocus Algorithm for Thermal Imagers....Pages 377-387 Parameter Free Clustering Approach for Event Summarization in Videos....Pages 389-397 Connected Operators for Non-text Object Segmentation in Grayscale Document Images....Pages 399-407 Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification....Pages 409-418 A Local Correlation and Directive Contrast Based Image Fusion....Pages 419-430 Multi-exposure Image Fusion Using Propagated Image Filtering....Pages 431-441 Tone Mapping HDR Images Using Local Texture and Brightness Measures....Pages 443-452 Pre- and Post-fingerprint Skeleton Enhancement for Minutiae Extraction....Pages 453-465 Content Aware Image Size Reduction Using Low Energy Maps for Reduced Distortion....Pages 467-474 Artificial Immune Hybrid Photo Album Classifier....Pages 475-485 Crowd Disaster Avoidance System (CDAS) by Deep Learning Using eXtended Center Symmetric Local Binary Pattern (XCS-LBP) Texture Features....Pages 487-498 A Novel Visualization and Tracking Framework for Analyzing the Inter/Intra Cloud Pattern Formation to Study Their Impact on Climate....Pages 499-509 Cancelable Biometric Template Security Using Segment-Based Visual Cryptography....Pages 511-521 PCB Defect Classification Using Logical Combination of Segmented Copper and Non-copper Part....Pages 523-532 Gait Recognition-Based Human Identification and Gender Classification....Pages 533-544 Corner Detection Using Random Forests....Pages 545-553 Symbolic Representation and Classification of Logos....Pages 555-569 A Hybrid Method Based CT Image Denoising Using Nonsubsampled Contourlet and Curvelet Transforms....Pages 571-580 Parallel Implementation of RSA 2D-DCT Steganography and Chaotic 2D-DCT Steganography....Pages 581-591 Thermal Face Recognition Using Face Localized Scale-Invariant Feature Transform....Pages 593-605 Integrating Geometric and Textural Features for Facial Emotion Classification Using SVM Frameworks....Pages 607-617 Fast Non-blind Image Deblurring with Sparse Priors....Pages 619-628 Back Matter....Pages 629-641 ....Pages 643-645