The proceedings contain 56 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Analysis of framelets for the microcalcification;finger knuckle print recognition...
ISBN:
(纸本)9789811021039
The proceedings contain 56 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Analysis of framelets for the microcalcification;finger knuckle print recognition based on wavelet and gabor filtering;design of advanced correlation filters for finger knuckle print authentication systems;system design for tackling blind curves;a novel visual word assignment model for content based image retrieval;online support vector machine based on minimum euclidean distance;design and development of 3-d urban geographical information retrieval application employing only open source instruments;a textural characterization of coal sem images using functional link artificial neural network;template-based automatic high speed relighting of faces;an improved contextual information based approach for anomaly detection via adaptive inference for surveillance application;scheimpflug camera calibration using lens distortion model;robust image hashing technique for content authentication based on dwt;robust parametric twin support vector machine and its application in human activity recognition;efficient multimodal biometric feature fusion using block sum and minutiae techniques;video synopsis for ir imagery considering video as a 3d data cuboid;roi segmentation from brain mr images with a fast multilevel thresholding;surveillance scene segmentation based on trajectory classification using supervised learning;classification of object trajectories represented by high-level features using unsupervised learning;a hybrid method for image categorization using shape descriptors and histogram of oriented gradients and local binary pattern and its variants for target recognition in infrared imagery.
The proceedings contain 50 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Fingerprint image segmentation using textural features;improved feature selection...
ISBN:
(纸本)9789811021060
The proceedings contain 50 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Fingerprint image segmentation using textural features;improved feature selection for neighbor embedding super-resolution using zernike moments;target recognition in infrared imagery using convolutional neural network;selected context dependent prediction for reversible watermarking with optimal embedding;cancelable biometrics using hadamard transform and friendly random projections;a semi-automated method for object segmentation in infant's egocentric videos to study object perception;a novel visual secret sharing scheme using affine cipher and image interleaving;comprehensive representation and efficient extraction of spatial information for human activity recognition from video data;robust pose recognition using deep learning;a robust scheme for extraction of text lines from handwritten documents;palmprint recognition based on minutiae quadruplets;human action recognition for depth cameras via dynamic frame warping.;reference based image encoding;improving face detection in blurred videos for surveillance applications;support vector machine based extraction of crime information in human brain using ERP image;view invariant motorcycle detection for helmet wear analysis in intelligent traffic surveillance;morphological geodesic active contour based automatic aorta segmentation in thoracic ct images;surveillance video synopsis while preserving object motion structure and interaction;face expression recognition using histograms of oriented gradients with reduced features;dicentric chromosome image classification using fourier domain based shape descriptors and support vector machine and an automated ear localization technique based on modified hausdorff distance.
This edited volume contains technical contributions in the field of computervision and imageprocessing presented at the First international conference on computer vision and image processing (cvip2016). The contrib...
ISBN:
(数字)9789811021046
ISBN:
(纸本)9789811021039;9789811021046
This edited volume contains technical contributions in the field of computervision and imageprocessing presented at the First international conference on computer vision and image processing (cvip2016). 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 computervision and imageprocessing. They discuss some contemporary applications. A few of them are a system for tackling blind curves, a quick reaction target acquisition and tracking sys
The proceedings contain 39 papers. The topics discussed include: a zero-reference nighttime road image enhancement method;SFPCDDFuse: an enhanced CDDFUSE infrared and visible image fusion model;recognition of side-sca...
ISBN:
(纸本)9781510688384
The proceedings contain 39 papers. The topics discussed include: a zero-reference nighttime road image enhancement method;SFPCDDFuse: an enhanced CDDFUSE infrared and visible image fusion model;recognition of side-scan sonar images under long-tail distribution;comparison of different masking strategies of MAE;real-time traffic sign recognition for driving: a hybrid approach integrating efficient Mamba models with dilated convolution;Mask R-CNN-based method for recognizing external breakage of transmission lines;light-aware luminance adaptive enhancement network for RGBT video object detection;and wireless multi-path VR audio and video file synchronous transmission technology based on two-way transmission.
The book provides insights into the Second internationalconference on computervision & imageprocessing (cvip-2017) organized by Department of computer Science and Engineering of Indian Institute of Technology R...
ISBN:
(纸本)9789811078972
The book provides insights into the Second internationalconference on computervision & imageprocessing (cvip-2017) organized by Department of computer Science and Engineering of Indian Institute of Technology Roorkee. The book presents technological progress and research outcomes in the area of imageprocessing and computervision. The topics covered in this book are image/video processing and analysis; image/video formation and display; image/video filtering, restoration, enhancement and super-resolution; image/video coding and transmission; image/video storage, retrieval and authentication; image/video quality; transform-based and multi-resolution image/video analysis; biological and perceptual models for image/video processing; machine learning in image/video analysis; probability and uncertainty handling for image/video processing; motion and tracking; segmentation and recognition; shape, structure and stereo.
The proceedings contain 38 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: D2: Real-Time Dehazing in Traffic Video Analytics by Fast Dynamic Bilateral Filte...
ISBN:
(纸本)9789813292901
The proceedings contain 38 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: D2: Real-Time Dehazing in Traffic Video Analytics by Fast Dynamic Bilateral Filtering;Joint Bit Allocation for 3D Video with Nonlinear Depth Distortion—An SSIM-Based Approach;A Modified FCM-Based Brain Lesion Segmentation Scheme for Medical images;word Spotting in Cluttered Environment;physical Intrusion Detection System Using Stereo Video Analytics;identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque;Faster RCNN-CNN-Based Joint Model for Bird Part Localization in images;structural Analysis of Offline Handwritten Mathematical Expressions;l1-Regulated Feature Selection and Classification of Microarray Cancer Data Using Deep Learning;remote Multimodal Biometric Authentication using Visual Cryptography;image Embedding for Detecting Irregularity;optimal Number of Seed Point Selection Algorithm of Unknown Dataset;TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification;person Identification Using Footprint Minutiae;target Tracking Based Upon Dominant Orientation Template and Kalman Filter;Robust Single image Super Resolution Employing ADMM with Plug-and-Play Prior;indoor–Outdoor Scene Classification with Residual Convolutional Neural Network;Comparison Between LGBP and DCLBP for Non-frontal Emotion Recognition;co-Detection in images Using Saliency and Siamese Networks;hand Down, Face Up: Innovative Mobile Attendance System Using Face Recognition Deep Learning;caption-Based Region Extraction in images;trajectory Classification Using Feature Selection by Genetic Algorithm;action Recognition from Egocentric Videos Using Random Walks;a Bag of Constrained Visual Words Model for image Representation;activity Recognition for Indoor Fall Detection in 360-Degree Videos Using Deep Learning Techniques;a Robust Watermarking Scheme for Copyright Protection;comparison of Reconstruction Methods for Multi
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmen...
ISBN:
(纸本)9789811610912
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmentation: A FCN Based Approach;precise Recognition of vision Based Multi-hand Signs Using Deep Single Stage Convolutional Neural Network;human Gait Abnormality Detection Using Low Cost Sensor Technology;Bengali Place Name Recognition - Comparative Analysis Using Different CNN Architectures;action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features;face Verification Using Single Sample in Adolescence;evaluation of Deep Learning Networks for Keratoconus Detection Using Corneal Topographic images;deep Facial Emotion Recognition System Under Facial Mask Occlusion;domain Adaptation Based Technique for image Emotion Recognition Using image Captions;gesture Recognition in Sign Language Videos by Tracking the Position and Medial Representation of the Hand Shapes;deepDoT: Deep Framework for Detection of Tables in Document images;Correcting Low Illumination images Using PSO-Based Gamma Correction and image Classifying Method;DeblurRL: image Deblurring with Deep Reinforcement Learning;FGrade: A Large Volume Dataset for Grading Tomato Freshness Quality;enhancement of Region of Interest from a Single Backlit image with Multiple Features;human Action Recognition from 3D Landmark Points of the Performer;real-Time Sign Language Interpreter on Embedded Platform;complex Gradient Function Based Descriptor for Iris Biometrics and Action Recognition;on-Device Language Identification of Text in images Using Diacritic Characters;a Pre-processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer images;preface;dynamic User Interface Composition.
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmen...
ISBN:
(纸本)9789811611025
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmentation: A FCN Based Approach;precise Recognition of vision Based Multi-hand Signs Using Deep Single Stage Convolutional Neural Network;human Gait Abnormality Detection Using Low Cost Sensor Technology;Bengali Place Name Recognition - Comparative Analysis Using Different CNN Architectures;action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features;face Verification Using Single Sample in Adolescence;evaluation of Deep Learning Networks for Keratoconus Detection Using Corneal Topographic images;deep Facial Emotion Recognition System Under Facial Mask Occlusion;domain Adaptation Based Technique for image Emotion Recognition Using image Captions;gesture Recognition in Sign Language Videos by Tracking the Position and Medial Representation of the Hand Shapes;deepDoT: Deep Framework for Detection of Tables in Document images;Correcting Low Illumination images Using PSO-Based Gamma Correction and image Classifying Method;DeblurRL: image Deblurring with Deep Reinforcement Learning;FGrade: A Large Volume Dataset for Grading Tomato Freshness Quality;enhancement of Region of Interest from a Single Backlit image with Multiple Features;human Action Recognition from 3D Landmark Points of the Performer;real-Time Sign Language Interpreter on Embedded Platform;complex Gradient Function Based Descriptor for Iris Biometrics and Action Recognition;on-Device Language Identification of Text in images Using Diacritic Characters;a Pre-processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer images;preface;dynamic User Interface Composition.
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmen...
ISBN:
(纸本)9789811610851
The proceedings contain 134 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: Age and Gender Prediction Using Deep CNNs and Transfer Learning;Text Line Segmentation: A FCN Based Approach;precise Recognition of vision Based Multi-hand Signs Using Deep Single Stage Convolutional Neural Network;human Gait Abnormality Detection Using Low Cost Sensor Technology;Bengali Place Name Recognition - Comparative Analysis Using Different CNN Architectures;action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features;face Verification Using Single Sample in Adolescence;evaluation of Deep Learning Networks for Keratoconus Detection Using Corneal Topographic images;deep Facial Emotion Recognition System Under Facial Mask Occlusion;domain Adaptation Based Technique for image Emotion Recognition Using image Captions;gesture Recognition in Sign Language Videos by Tracking the Position and Medial Representation of the Hand Shapes;deepDoT: Deep Framework for Detection of Tables in Document images;Correcting Low Illumination images Using PSO-Based Gamma Correction and image Classifying Method;DeblurRL: image Deblurring with Deep Reinforcement Learning;FGrade: A Large Volume Dataset for Grading Tomato Freshness Quality;enhancement of Region of Interest from a Single Backlit image with Multiple Features;human Action Recognition from 3D Landmark Points of the Performer;real-Time Sign Language Interpreter on Embedded Platform;complex Gradient Function Based Descriptor for Iris Biometrics and Action Recognition;on-Device Language Identification of Text in images Using Diacritic Characters;a Pre-processing Assisted Neural Network for Dynamic Bad Pixel Detection in Bayer images;preface;dynamic User Interface Composition.
The proceedings contain 82 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: A method to generate synthetically warped document image;delaunay triangulation b...
ISBN:
(纸本)9789811540141
The proceedings contain 82 papers. The special focus in this conference is on computervision and imageprocessing. The topics include: A method to generate synthetically warped document image;delaunay triangulation based thinning algorithm for alphabet images;a reduced graph cut approach to interactive object segmentation with flexible user input;A new fuzzy clustering algorithm by incorporating constrained class uncertainty-based entropy for brain MR image segmentation;a novel saliency-based cascaded approach for moving object segmentation;a novel graph theoretic image segmentation technique;automated industrial quality control of pipe stacks using computervision;extraction and recognition of numerals from machine-printed urdu documents;colour sensitive image segmentation using quaternion Algebra;multimodal query based approach for document image retrieval;transformed directional tri concomitant triplet patterns for image retrieval;encoder decoder based image semantic space creation for clothing items retrieval;feature learning for effective content-based image retrieval;two efficient image bag generators for multi-instance multi-label learning;a comparative study of big mart sales prediction;asymmetric wide tele camera fusion for high fidelity digital zoom;energy based convex set hyperspectral endmember extraction algorithm;fast semantic feature extraction using superpixels for soft segmentation;spatially variant laplacian pyramids for multi-frame exposure fusion;Traffic sign recognition using color and spatial transformer network on GPU embedded development board;unsupervised single-view depth estimation for real time inference;preface;towards ocular recognition through local image descriptors;a novel information theoretic cost measure for filtering based feature selection from hyperspectral images;CNN and RF based classification of brain tumors in MR neurological images.
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