The proceedings contain 132 papers. The topics discussed include: groupwise morphometric analysis based on morphological appearance manifold;GPU-accelerated, gradient-free MI deformable registration for atlas-based MR...
ISBN:
(纸本)9781424439911
The proceedings contain 132 papers. The topics discussed include: groupwise morphometric analysis based on morphological appearance manifold;GPU-accelerated, gradient-free MI deformable registration for atlas-based MR brain image segmentation;3D stochastic completion fields for fiber tractography;robust estimation of stem cell lineages using local graph matching;tunable tensor voting improves grouping of membrane-bound macromolecules;distance guided selection of the best base classifier in an ensemble with application to cervigram image segmentation;deformable tree models for 2D and 3D branching structures extraction;accurate estimation of pulmonary nodule's growth rate in CT images with nonrigid registration and precise nodule detection and segmentation;3D segmentation of rodent brains using deformable models and variational methods;automatic symmetry-integrated brain injury detection in MRI sequences;bicycle chain shape models;and automatic estimation of left ventricular dysfunction from echocardiogram videos.
The proceedings contain 93 papers. The topics discussed include: three dimensional reconstruction of cylindrical pellet using stereo vision;pose and illumination invariant face recognition using binocular stereo 3D re...
ISBN:
(纸本)9781467385640
The proceedings contain 93 papers. The topics discussed include: three dimensional reconstruction of cylindrical pellet using stereo vision;pose and illumination invariant face recognition using binocular stereo 3D reconstruction;sparse representation based background subtraction in videos;generic action recognition from egocentric videos;HSGA: a novel acceleration descriptor for human action recognition;a novel approach for image dehazing combining visible-NIR images;depth estimation from single image using defocus and texture cues;stamp and logo detection from document images by finding outliers;offline handwritten signature verification using Zernike moments;singer based classification of song dataset using vocal signature inherent in signal;a low complexity block matching algorithm for fast motion estimation in high efficiency video coding;rank level fusion in multibiometric systems;kernelization of locality preserving discriminant projection;psoriatic plaque segmentation in skin images;real-time implementation of modified adaptive histogram equalization for high dynamic range infrared images in FPGA;real-time hands-free immersive image navigation system using Microsoft Kinect 2.0 and leap motion controller;human face anthropometric measurement using consumer depth camera;and automated conversion of 2D to 3D image using manifold learning.
The proceedings contain 58 papers. The special focus in this conference is on computervision, patternrecognition, Image Processing, and Graphics. The topics include: Deep Learn Bananas: A Transfer Learning for Banan...
ISBN:
(纸本)9789811586965
The proceedings contain 58 papers. The special focus in this conference is on computervision, patternrecognition, Image Processing, and Graphics. The topics include: Deep Learn Bananas: A Transfer Learning for Banana Variety Classification;a Framework for Lane Prediction Based on Vehicle Detection and Tracking;detector-SegMentor Network for Skin Lesion Localization and Segmentation;choroid Disease Classification Using Convolutional Neural Network;hyper vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit;texture Classification by Local Rajan Transform Based Descriptor;domain Decomposition Based Preconditioned Solver for Bundle Adjustment;deep Dictionary Learning for Inpainting;A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis;structure Preserving Image Inpainting Using Edge Priors with Contextual Attention;preface;fast Stereo Depth Estimation in Smartphone Devices with Narrow Baseline;exploring Temporal Differences in 3D Convolutional Neural Networks;PoshakNet: Framework for Matching Dresses from Real-Life Photos Using GAN and Siamese Network;unsupervised Domain Adaptation for Remote Sensing Images Using Metric Learning and Correlation Alignment;computationally Efficient Super-Resolution Approach for Real-World Images;Accurate Damage Dimension Estimation in AI Driven Vehicle Inspection System;a Deep Learning Based Framework for Distracted Driver Detection;RECAL: Reuse of Established CNN Classifier Apropos Unsupervised Learning Paradigm;Pose Estimation of UAVs Using Stereovision;U-RME: Underwater Refined Motion Estimation in Hazy, Cluttered and Dynamic Environments;emphasizing Similar Feature Representations to Defend Against Adversarial Attacks;single Storage Semi-Global Matching for Real Time Depth Processing;iSalGAN - An Improvised Saliency GAN;putting Jewellery and Accessories on a 3D Face Model Generated from 2D Image.
The proceedings contain 48 papers. The special focus in this conference is on computervision, patternrecognition, Image Processing and Graphics. The topics include: Parametric reshaping of humans in videos incorpora...
ISBN:
(纸本)9789811300196
The proceedings contain 48 papers. The special focus in this conference is on computervision, patternrecognition, Image Processing and Graphics. The topics include: Parametric reshaping of humans in videos incorporating motion retargeting;enhanced aggregated channel features detector for pedestrian detection using parameter optimisation and deep features;unsupervised segmentation of speech signals using Kernel-Gram matrices;Design of biorthogonal wavelet filters of DTCWT using factorization of halfband polynomials;single noisy image super resolution by minimizing nuclear norm in virtual sparse domain;near real-time correction of specular reflections in flash images using no-flash image prior;A method for detecting JPEG anti-forensics;an end-to-end deep learning framework for super-resolution based inpainting;saliency map improvement using edge-aware filtering;classification of human actions using 3-D convolutional neural networks: A hierarchical approach;A generative adversarial network for tone mapping HDR images;efficient clustering-based noise covariance estimation for maximum noise fraction;GMM based single depth image super-resolution;patch similarity in transform domain for intensity/range image denoising with edge preservation;multi-modal image analysis for plant stress phenotyping;source classification using document images from smartphones and flatbed scanners;Homomorphic incremental directional averaging for noise suppression in SAR images;An EEG-based image annotation system;multimodal registration of retinal images;Dynamic class learning approach for smart CBIR;SmartTennisTV: Automatic indexing of tennis videos;exploring memory and time efficient neural networks for image captioning;dataset augmentation with synthetic images improves semantic segmentation;deep neural network for foreground object segmentation: An unsupervised approach;document image segmentation using deep features;flow-free video object segmentation.
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