The proceedings contain 140 papers. The special focus in this conference is on Computer Vision and imageprocessing. The topics include: A Novel Framework for Cognitive Load Estimation from Electroencephalog...
ISBN:
(纸本)9783031585340
The proceedings contain 140 papers. The special focus in this conference is on Computer Vision and imageprocessing. The topics include: A Novel Framework for Cognitive Load Estimation from Electroencephalogram Signals Utilizing Sparse Representation of Brain Connectivity;MCCNet: A Multi-scale Cross Connection Network for Low-Light image Enhancement;feature Fusion and Multi-head Attention Based Hindi Captioner;Payload Length and Location Identification Using a Novel CNN and Re-embedding Strategy in Stego images Created by Content Adaptive Steganographic Algorithms;ConvMTL: Multi-task Learning via Self-supervised Learning for Simultaneous Dense Predictions;driver Drowsiness Detection Using Vision Transformer;automated Cricket Commentary Generation for Videos;image Captioning with Visual Positional Embedding and Bi-linear Pooling;Cartilage Segmentation from MRI images Towards Prediction of Osteoarthritis;Reinforcement Algorithm-Guided ROI Extraction of Fingerprint Biometric Data;improved Metric Space for Shape Correspondence;an Integrated Approach: Combining GrabCut and Contour-Matching for Hand Gesture Segmentation in Indian Sign Language;identity Preserved Expressive Talking Faces with Synchrony;isolated Sign Language Recognition Using Deep Learning;a Gradient-Based Approach to Interpreting Visual Encoding Models;adjust Your Focus: Defocus Deblurring from Dual-Pixel images Using Explicit Multi-Scale Cross-Correlation;Efficient Seizure Prediction from images of EEG Signals Using Convolutional Neural Network;coping with Increased Levels of Label Noise in Facial Expression Recognition;experimental Evaluation of Needle Tip Prediction Using Kalman Filtering Approach;a Deep Face Antispoofing System with Hardware Implementation for real-time Applications;Bit Plane Segmentation and LBP-Based Coverless Video Steganography for Secure Data Transmission;a Deep Learning Approach to Enhance Semantic Segmentation of Bacteria and Pus Cells from Microscopic Urine Smear images Using
The proceedings contain 23 papers. The special focus in this conference is on imageprocessing and Communications, International conference on Computer Recognition Systems. The topics include: Coregistration of S...
ISBN:
(纸本)9783031416293
The proceedings contain 23 papers. The special focus in this conference is on imageprocessing and Communications, International conference on Computer Recognition Systems. The topics include: Coregistration of Selected Sequences in MRI Imaging Based on Edge Analysis of image Difference;actinic Keratosis Prediction Based on Deep Learning Methods;a New Assessment of Convolutional Neural Networks for Texture Directionality Detection;knowledge Distillation with Relative Representations for image Representation Learning;An Approach for CT image Conversion Using Filtering Based on Quaternion Mathematics;exploring Text-Guided Synthetic Distribution Shifts for Robust image Classification;Color Tracking Application Using AI-Based Docker Container Scheduling in Fog Computing;air Pollution Monitoring and Information Distribution System;Detection of Conspiracy Theories from Tweets Using NLI-Based Zero Shot Text Classification Models;hollow n-grams Vectorizer for Natural Language processing Problems;battery Management System for Polish Hybrid Residential Photovoltaic Power Plants;document Annotation Tool for News Content Analysis;dynamic time Warping Technique Applied to the User’s Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis;A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and Its Application to PM2.5 Prediction;a Non-deep Approach to Classifying Movie Genres Based on Multimodal Data;incremental Extreme Learning Machine for Binary Data Stream Classification;Interpreting Intrusions - The Role of Explainability in AI-Based Intrusion Detection Systems;real-time Deformation of Three-Dimensional Volumetric Models Using Mesh Models;Hyperparameters Optimization Using GridSearchCV Method for TinyML Models;analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy;deep Learning for Pit Detection in Cherries.
The proceedings contain 28 papers. The topics discussed include: human activity role identification using feature vector and encoding techniques on natural language sentences;access control, biometrics, and the future...
ISBN:
(纸本)9781450398381
The proceedings contain 28 papers. The topics discussed include: human activity role identification using feature vector and encoding techniques on natural language sentences;access control, biometrics, and the future;real-time privacy preserving human activity recognition on mobile using 1DCNN-BiLSTM deep learning;empirical study of emotional state recognition using multimodal fusion framework;monitoring application-driven continuous affect recognition from video frames;a human body part semantic segmentation enabled parsing for human pose estimation;automatic segmentation of pneumothorax in chest radiographs based on dual-task interactive learning method;transformer for hyperspectral image classification based on multi-feature learning;optimal parameter values for estimating rotational eye movement by using vascular images in the white part of the eyeball;and a computational investigation on precision autism and metabolic disorders: predictive machine learning for hepatic ailment classification.
The proceedings contain 92 papers. The special focus in this conference is on image Analysis and processing. The topics include: An Effective CNN-Based Super Resolution Method for Video Coding;medical Transformers for...
ISBN:
(纸本)9783031431524
The proceedings contain 92 papers. The special focus in this conference is on image Analysis and processing. The topics include: An Effective CNN-Based Super Resolution Method for Video Coding;medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological images;FERMOUTH: Facial Emotion Recognition from the MOUTH Region;consensus Ranking for Efficient Face image Retrieval: A Novel Method for Maximising Precision and Recall;towards Explainable Navigation and Recounting;towards Facial Expression Robustness in Multi-scale Wild Environments;depth Camera Face Recognition by Normalized Fractal Encodings;automatic Generation of Semantic Parts for Face image Synthesis;improved Bilinear Pooling for real-time Pose Event Camera Relocalisation;continual Source-Free Unsupervised Domain Adaptation;End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network;OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data;UAV Multi-object Tracking by Combining Two Deep Neural Architectures;GLR: Gradient-Based Learning Rate Scheduler;a Large-scale Analysis of Athletes’ Cumulative Race time in Running Events;uncovering Lies: Deception Detection in a Rolling-Dice Experiment;active Class Selection for Dataset Acquisition in Sign Language Recognition;MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking;a Differentiable Entropy Model for Learned image Compression;learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation;self-Similarity Block for Deep image Denoising;SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements;not with My Name! Inferring Artists’ Names of Input Strings Employed by Diffusion Models;benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings;LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements;spatial Transformer Generative Adversarial Network for image Super
The proceedings contain 92 papers. The special focus in this conference is on image Analysis and processing. The topics include: An Effective CNN-Based Super Resolution Method for Video Coding;medical Transformers for...
ISBN:
(纸本)9783031431470
The proceedings contain 92 papers. The special focus in this conference is on image Analysis and processing. The topics include: An Effective CNN-Based Super Resolution Method for Video Coding;medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological images;FERMOUTH: Facial Emotion Recognition from the MOUTH Region;consensus Ranking for Efficient Face image Retrieval: A Novel Method for Maximising Precision and Recall;towards Explainable Navigation and Recounting;towards Facial Expression Robustness in Multi-scale Wild Environments;depth Camera Face Recognition by Normalized Fractal Encodings;automatic Generation of Semantic Parts for Face image Synthesis;improved Bilinear Pooling for real-time Pose Event Camera Relocalisation;continual Source-Free Unsupervised Domain Adaptation;End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network;OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data;UAV Multi-object Tracking by Combining Two Deep Neural Architectures;GLR: Gradient-Based Learning Rate Scheduler;a Large-scale Analysis of Athletes’ Cumulative Race time in Running Events;uncovering Lies: Deception Detection in a Rolling-Dice Experiment;active Class Selection for Dataset Acquisition in Sign Language Recognition;MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking;a Differentiable Entropy Model for Learned image Compression;learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation;self-Similarity Block for Deep image Denoising;SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements;not with My Name! Inferring Artists’ Names of Input Strings Employed by Diffusion Models;benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings;LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements;spatial Transformer Generative Adversarial Network for image Super
The proceedings contain 59 papers. The topics discussed include: comparative studies on similarity distances for remote sensing image classification;combination of object tracking and object detection for animal recog...
ISBN:
(纸本)9781665462198
The proceedings contain 59 papers. The topics discussed include: comparative studies on similarity distances for remote sensing image classification;combination of object tracking and object detection for animal recognition;a combined acute and chronic risk assessment rolling window for type 1 diabetes;evaluating attention in convolutional neural networks for blended images;computer vision-based Bengali sign language to text generation;experimental validation of photogrammetry based 3D reconstruction software;vehicle color identification framework using pixel-level color estimation from segmentation masks of car parts;imageprocessing and control of tracking intelligent vehicle based on grayscale camera;a light weight approach for real-time background subtraction in camera surveillance systems;real-time powered wheelchair assistive navigation system based on intelligent semantic segmentation for visually impaired users;innovative tools for investigation on flame dynamics by means of fast imaging;and improving 3D point cloud reconstruction with dynamic tree-structured capsules.
The proceedings contain 68 papers. The special focus in this conference is on Machine Learning, imageprocessing, Network Security and Data Sciences. The topics include: Analyzing Wearable Data for Diagnosing COVID-19...
ISBN:
(纸本)9789811958670
The proceedings contain 68 papers. The special focus in this conference is on Machine Learning, imageprocessing, Network Security and Data Sciences. The topics include: Analyzing Wearable Data for Diagnosing COVID-19 Using Machine Learning Model;comparative Analysis of Classification Methods to Predict Diabetes Mellitus on Noisy Data;a Robust Secure Access Entrance Method Based on Multi Model Biometric Credentials Iris and Finger Print;region Classification for Air Quality Estimation Using Deep Learning and Machine Learning Approach;neuroevolution-Based Earthquake Intensity Classification for Onsite Earthquake Early Warning;detection of Credit Card Fraud by Applying Genetic Algorithm and Particle Swarm Optimization;traditional Indian Textile Designs Classification Using Transfer Learning;classification of Electrocardiogram Signal Using Hybrid Deep Learning Techniques;automated Detection of Type 2 Diabetes with Imbalanced and Machine Learning Methods;fault Diagnosis in Wind Turbine Blades Using Machine Learning Techniques;real-time Detection of Vehicles on South Asian Roads;stock Market Prediction Using Ensemble Learning and Sentimental Analysis;Multiple Feature-Based Tomato Plant Leaf Disease Classification Using SVM Classifier;a Methodological Review of time Series Forecasting with Deep Learning Model: A Case Study on Electricity Load and Price Prediction;unexpected Alliance of Cardiovascular Diseases and Artificial Intelligence in Health Care;a Novel Smartphone-Based Human Activity Recognition Using Deep Learning in Health care;An Enhanced Deep Learning Approach for Smartphone-Based Human Activity Recognition in IoHT;classification of Indoor–Outdoor Scene Using Deep Learning Techniques;prediction of the Reference Evapotranspiration Data from Raipur Weather Station in Chhattisgarh using Decision Tree-Based Machine Learning Techniques;deep Transfer Learning and Intelligent Item Packing in Retail Management;preface.
The proceedings contain 13 papers. The topics discussed include: a composite imageprocessing technique to enhance segmentation of ultrasound images;neural rendering of confocal microscopy images;reconstruction from l...
ISBN:
(纸本)9781450397643
The proceedings contain 13 papers. The topics discussed include: a composite imageprocessing technique to enhance segmentation of ultrasound images;neural rendering of confocal microscopy images;reconstruction from limited-angle projections based on a transformation;image quality improvement of surveillance camera images by learning-based denoising method utilizing Noise2Noise;an improved binary tomography reconstruction;detection of iron in liver and myocardial by magnetic resonance imaging;improving diagnostic accuracy of rheumatoid arthritic by image generation utilizing GAN;assessment of peak voltage accuracy and reproducibility of conventional x-radiography units in Palestine;evaluating the accuracy of 128-section multi-detector computed tomography (MDCT) in detecting coronary artery stenosis;a quantitative prospective study for whole body - diffusion MRI and PET-CT in detection of primary and metastatic malignant lesions;and a real-time, visualization and cloud-linked health monitoring system for disabled elderly: elderly health monitoring system.
The proceedings contain 34 papers. The topics discussed include: two-stage attention-based fusion neural network for image-text sentiment classification;a two-stage refinement network for nuclei segmentation in histop...
ISBN:
(纸本)9781450387415
The proceedings contain 34 papers. The topics discussed include: two-stage attention-based fusion neural network for image-text sentiment classification;a two-stage refinement network for nuclei segmentation in histopathology images;a novel method for extracting frequency line on Lofargram based on feature function;low-light image enhancement via transformer-based network;a fragile watermarking algorithm based on multiple watermarking;performance of domain adaptation schemes in video action recognition using synthetic data;two-stage self-supervised learning for facial action unit recognition;deep learning-based real-time activity recognition with multiple inertial sensors;fast image super-resolution based on multi-feature extraction network;and a study on the effect of video resolution on the quality of sound recovered using the visual microphone.
The proceedings contain 13 papers. The special focus in this conference is on Design and Architecture for Signal and imageprocessing. The topics include: Exploring Fully Convolutional Networks for the Segme...
ISBN:
(纸本)9783031127472
The proceedings contain 13 papers. The special focus in this conference is on Design and Architecture for Signal and imageprocessing. The topics include: Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems;an Adaptable Cognitive Microcontroller Node for Fitness Activity Recognition;towards real-time and Energy Efficient Siamese Tracking – A Hardware-Software Approach;Low Latency Architecture Design for Decoding 5G NR Polar Codes;Efficient Software and Hardware Implementations of a QCSP Communication System;Dynamic Pruning for Parsimonious CNN Inference on Embedded Systems;DL-CapsNet: A Deep and Light Capsule Network;Comparative Study of Scheduling a Convolutional Neural Network on Multicore MCU;influence of Dataflow Graph Moldable Parameters on Optimization Criteria;QoS Aware Design-time/Run-time Manager for FPGA-Based Embedded Systems;fixed-Point Code Synthesis Based on Constraint Generation.
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