Digital Transformation and Global Society: 5th International Conference, Dtgs 2020, St. Petersburg, Russia, June 17-19, 2020, Revised Selected Papers, Alexandrov Daniel A., Boukhanovsky Alexander V., Chugunov Andrei V.
Описание: This book constitutes the revised and extended papers of the First International Conference on Innovations in Digital Economy, SPBU IDE 2019, held in St. Petersburg, Russia, in October 2019. The 8 papers presented were thoroughly reviewed and selected for publication from 78 submissions.
Описание: This book examines the Indian mandate for Corporate Social Responsibility (CSR) and its implementations in various individual organizations. The book explores the various facets of CSR investigation and places special emphasis on the Schedule VII of the Indian Companies Act of 2013, which defines specific areas of intervention for these companies.
Описание: This book constitutes refereed proceedings of the 14th International Conference on Parallel Computational Technologies, PCT 2020, held in May 2020. Due to the COVID-19 pandemic the conference was held online.The 22 revised full papers and 2 short papers presented were carefully reviewed and selected from 124 submissions.
U-Net-Based Approach for Segmentation of Tables from Scanned Pages.- Air Writing: Tracking and Tracing.- Mars Surface Multi-Decadal Change Detection using ISRO's Mars Color Camera (MCC) and Viking Orbiter Images.- Deep Over and Under Exposed Region Detection.- DeepHDR-GIF: Capturing Motion in High Dynamic Range Scenes.- Camera Based Parking Slot Detection For Autonomous Parking.- Hard-Mining Loss based Convolutional Neural Network for Face Recognition.- Domain Adaptive Egocentric Person Re-identification.- Scene Text recognition in the wild with motion deblurring using deep networks.- Vision based Autonomous Drone Navigation through enclosed spaces.- Deep Learning-based Smart Parking Management System and Business Model.- Design and Implementation of Motion Envelope for a Moving Object using Kinect for Windows.- Software Auto Trigger Recording for Super Slow Motion Videos using Statistical Change Detection.- Using Class Activations to Investigate Semantic Segmentation.- Few Shots Learning: Caricature to Image Recognition using Improved Relation Network.- Recognition of Adavus in Bharatanatyam Dance.- Digital Borders: Design of an Animal Intrusion Detection System based on Deep Learning.- Automatic On-Road Object Detection in LiDAR-Point Cloud Data using Modified VoxelNet Architecture.- On the Performance of Convolutional Neural Networks under High and Low Frequency Information.- A Lightweight Multi-Label Image Classification Model Based on Inception Module.- Computer Vision based Animal Collision Avoidance Framework for Autonomous Vehicles.- L2PF - Learning to Prune Faster.- Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size.- Inferring Semantic Object Affordances from Videos.- An Unsupervised Approach for Estimating Depth of Outdoor Scenes from Monocular Image.- Age and Gender Prediction using Deep CNNs and Transfer Learning.- One Shot Learning Based Human Tracking in Multiple Surveillance Cameras.- Fast road sign detection and recognition using colour-based thresholding.- Dimensionality Reduction by Consolidated Sparse Representation and Fisher Criterion with Initialization for Recognition.- Deep Learning and Density Based Clustering Methods for Road Traffic Prediction.- Deep learning based Stabbing Action Detection in ATM Kiosks for intelligent Video Surveillance Applications.- An algorithm for semantic vectorization of video scenes.- Applications to Retrieval and Anomaly detection.- Meta-tracking and Dominant Motion Patterns at the Macroscopic Crowd Level.- Digital Video Encryption by Quasigroup on System on Chip (SoC).- Detection based Multipath Correlation Filter for Visual Object Tracking.- Graph-based depth estimation in a monocular image using constrained 3D wireframe models.- AE-CNN based Supervised Image Classification.- Ensemble based Graph Convolutional Network for Semi supervised learning.- Regularized Deep Convolutional Generative Adversarial Network.- A Novel Approach for Video Captioning based on Semantic Cross Embedding and Skip-Connection.- Dual Segmentation Technique for Road Extraction on Unstructured Roads for Autonomous Mobile Robots.- Edge based Robust and Secure Perceptual Hashing Framework.- Real-Time Driver Drowsiness Detection Using GRU with CNN Features.- Detection of Concave Points in Closed Object Boundaries Aiming at Separation of Overlapped Objects.- High Performance Ensembled Convolutional Neural Network for Plant Species Recognition.
Описание: A Comparative analysis on AI techniques for Grape leaf disease recognition.- Sign language recognition using cluster and chunk-based feature extraction and symbolic representation.- Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features.- Human Action Recognition from 3D Landmark Points of the Performer.- A Combined Wavelet and Variational Mode Decomposition Approach for Denoising Texture Images.- Two-Image Approach to Reflection Removal with Deep Learning.- Visual Question Answering using Deep Learning: A Survey and Performance Analysis.- Image Aesthetic Assessment: A Deep Learning Approach using Class Activation Map.- RingFIR: A large volume earring dataset for fashion image retrieval.- Feature Selection and Feature Manifold for Age Estimation.- Degraded Document Image Binarization using Active Contour Model.- Accelerated Stereo Vision Using Nvidia Jetson and Intel AVX.- A Novel Machine Annotated Balanced Bangla OCR Corpus attention in U-Net.- Generative Adversarial Network for Heritage Image Super Resolution.- Deep Learning Based Image Enhancement and Black Box Filter Parameter Estimation.- Sign Gesture Recognition from Raw Skeleton Information in 3D Using Deep Learning.- Dual Gradient Feature Pair Based Face Recognition for Aging and Pose Changes.- Dynamic User Interface Composition.- Lightweight Photo-realistic Style Transfer for Mobile devices.- Deep learning based lens for mitigating hospital acquired infections.- Cricket Stroke Recognition using Hard and Soft Assignment based Bag of Visual Words.- Multi-lingual Indian Text Detector for Mobile Devices.- Facial Occlusion Detection and Reconstruction using GAN.- Ayurvedic Medicinal Plants Identification: A comparative study on feature extraction methods Images.- Domain Knowledge Embedding based Multimodal Intent Analysis in Artificial Intelligence Camera.- 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.- 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.- An efficient approach for Skin Lesion Segmentation using Dermoscopic Images: A Deep Learning Approach.- 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.- 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.- Face Recognition Using Sf3CNN With Higher Feature Discrimination.- Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach.- Image Solution of Stochastic Differential Equation of Diffusion Ty
Описание: This book constitutes the refereed proceedings of the 7th Conference on Electronic Governance and Open Society: Challenges in Eurasia, EGOSE 2020, held in St. Petersburg, Russia, in November 2020. The 35 full papers and 5 short papers were carefully reviewed and selected from 59 submissions.
Описание: The six volume set of LNCS 12622-12627 constitutes the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020, held in Kyoto, Japan, in November/ December 2020.*The total of 254 contributions was carefully reviewed and selected from 768 submissions during two rounds of reviewing and improvement.
Описание: The six volume set of LNCS 12622-12627 constitutes the proceedings of the 15th Asian Conference on Computer Vision, ACCV 2020, held in Kyoto, Japan, in November/ December 2020.*The total of 254 contributions was carefully reviewed and selected from 768 submissions during two rounds of reviewing and improvement.
Описание: Better anomaly detection for access attacks using deep bidirectional LSTMs.- Using Machine Learning to Quantify the Robustness of Network Controllability.- Configuration faults detection in IP Virtual Private Networks based on machine learning.- Improving Android malware detection through dimensionality reduction techniques.- A Regret Minimization Approach to Frameless Irregular Repetition Slotted Aloha.- Mobility based Genetic algorithm for Heterogeneous wireless networks.- Geographical Information based Clustering Algorithm for Internet of Vehicles.- Active Probing for Improved Machine-Learned Recognition of Network Traffic.- A Dynamic Time Warping and Deep Neural Network Ensemble for Online Signature Verification.- Performance evaluation of some Machine Learning algorithms for Security Intrusion Detection.- Three Quantum Machine Learning Approaches for Mobile User Indoor-Outdoor Detection.- Learning resource allocation algorithms for cellular networks.- Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning.- Deep Learning-Aided Spatial Multiplexing with Index Modulation.- A Self-Gated Activation Function SINSIG Based on the Sine Trigonometric for Neural Network Models.- Spectral Analysis for Automatic Speech Recognition and Enhancement.- Road sign Identification with Convolutional Neural Network using TensorFlow.- A Semi-Automated Approach for Identification of Trends in Android Ransomware Literature.- Towards Machine Learning in Distributed Array DBMS: Networking Considerations.- Deep Learning Environment Perception and Self-Tracking for Autonomous and Connected Vehicles.- Remote Sensing Scene Classification Based on Effective Feature Learning by Deep Residual Networks.- Identifying Device Types for Anomaly Detection in IoT.- A novel heuristic optimization algorithm for solving the Delay-Constrained Least-Cost problem.- Terms Extraction from Clustered Web Search Results.
Описание: This book constitutes the refereed post-conference proceedings of the 23rd International Conference on Distributed and Computer and Communication Networks, DCCN 2020, held in Moscow, Russia, in September 2020.The 54 revised full papers and 1 revised short paper were carefully reviewed and selected from 167 submissions.
Описание: This book constitutes the refereed post-conference proceedings of the 4th International Conference on Intelligence Science, ICIS 2020, held in Durgapur, India, in February 2021 (originally November 2020). The 23 full papers and 4 short papers presented were carefully reviewed and selected from 42 submissions.
Описание: This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020.
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