Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 2

✍ Scribed by Balasubramanian Raman, Sanjeev Kumar, Partha Pratim Roy, Debashis Sen (eds.)

• Publisher: Springer
• Year: 2017
• Tongue: English
• Leaves: 556
• Series: Advances in intelligent systems and computing volume 460
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xiv
Fingerprint Image Segmentation Using Textural Features....Pages 1-12
Improved Feature Selection for Neighbor Embedding Super-Resolution Using Zernike Moments....Pages 13-24
Target Recognition in Infrared Imagery Using Convolutional Neural Network....Pages 25-34
Selected Context Dependent Prediction for Reversible Watermarking with Optimal Embedding....Pages 35-46
Cancelable Biometrics Using Hadamard Transform and Friendly Random Projections....Pages 47-57
A Semi-automated Method for Object Segmentation in Infant’s Egocentric Videos to Study Object Perception....Pages 59-69
A Novel Visual Secret Sharing Scheme Using Affine Cipher and Image Interleaving....Pages 71-80
Comprehensive Representation and Efficient Extraction of Spatial Information for Human Activity Recognition from Video Data....Pages 81-92
Robust Pose Recognition Using Deep Learning....Pages 93-105
A Robust Scheme for Extraction of Text Lines from Handwritten Documents....Pages 107-116
Palmprint Recognition Based on Minutiae Quadruplets....Pages 117-126
Human Action Recognition for Depth Cameras via Dynamic Frame Warping....Pages 127-137
Reference Based Image Encoding....Pages 139-149
Improving Face Detection in Blurred Videos for Surveillance Applications....Pages 151-161
Support Vector Machine Based Extraction of Crime Information in Human Brain Using ERP Image....Pages 163-174
View Invariant Motorcycle Detection for Helmet Wear Analysis in Intelligent Traffic Surveillance....Pages 175-185
Morphological Geodesic Active Contour Based Automatic Aorta Segmentation in Thoracic CT Images....Pages 187-195
Surveillance Video Synopsis While Preserving Object Motion Structure and Interaction....Pages 197-207
Face Expression Recognition Using Histograms of Oriented Gradients with Reduced Features....Pages 209-219
Dicentric Chromosome Image Classification Using Fourier Domain Based Shape Descriptors and Support Vector Machine....Pages 221-227
An Automated Ear Localization Technique Based on Modified Hausdorff Distance....Pages 229-240
Sclera Vessel Pattern Synthesis Based on a Non-parametric Texture Synthesis Technique....Pages 241-250
Virtual 3-D Walkthrough for Intelligent Emergency Response....Pages 251-260
Spontaneous Versus Posed Smiles—Can We Tell the Difference?....Pages 261-271
Handling Illumination Variation: A Challenge for Face Recognition....Pages 273-283
Bin Picking Using Manifold Learning....Pages 285-296
Motion Estimation from Image Sequences: A Fractional Order Total Variation Model....Pages 297-307
Script Identification in Natural Scene Images: A Dataset and Texture-Feature Based Performance Evaluation....Pages 309-319
Posture Recognition in HINE Exercises....Pages 321-330
Multi-oriented Text Detection from Video Using Sub-pixel Mapping....Pages 331-341
Efficient Framework for Action Recognition Using Reduced Fisher Vector Encoding....Pages 343-354
Detection Algorithm for Copy-Move Forgery Based on Circle Block....Pages 355-364
FPGA Implementation of GMM Algorithm for Background Subtractions in Video Sequences....Pages 365-376
Site Suitability Evaluation for Urban Development Using Remote Sensing, GIS and Analytic Hierarchy Process (AHP)....Pages 377-388
A Hierarchical Shot Boundary Detection Algorithm Using Global and Local Features....Pages 389-397
Analysis of Comparators for Binary Watermarks....Pages 399-410
On Sphering the High Resolution Satellite Image Using Fixed Point Based ICA Approach....Pages 411-419
A Novel Fuzzy Based Satellite Image Enhancement....Pages 421-428
Differentiating Photographic and PRCG Images Using Tampering Localization Features....Pages 429-438
A Novel Chaos Based Robust Watermarking Framework....Pages 439-447
Deep Gesture: Static Hand Gesture Recognition Using CNN....Pages 449-461
A Redefined Codebook Model for Dynamic Backgrounds....Pages 463-473
Reassigned Time Frequency Distribution Based Face Recognition....Pages 475-485
Image Registration of Medical Images Using Ripplet Transform....Pages 487-494
3D Local Transform Patterns: A New Feature Descriptor for Image Retrieval....Pages 495-507
Quaternion Circularly Semi-orthogonal Moments for Invariant Image Recognition....Pages 509-522
Study of Zone-Based Feature for Online Handwritten Signature Recognition and Verification in Devanagari Script....Pages 523-530
Leaf Identification Using Shape and Texture Features....Pages 531-541
Depth Image Super-Resolution: A Review and Wavelet Perspective....Pages 543-555
On-line Gesture Based User Authentication System Robust to Shoulder Surfing....Pages 557-566
Back Matter....Pages 567-567

✦ Subjects

Computer vision -- Congresses;Image processing -- Digital techniques -- Congresses;Engineering;Image processing;Biometry;COMPUTERS -- General;Computer vision;Image processing -- Digital techniques