This Volume 5022 part 1 of 2 parts of the conference proceedings contains 59 papers. Topics discussed include digital cinema, motion analysis, image/video transmission. motion picture expert group, video segmentation,...
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This Volume 5022 part 1 of 2 parts of the conference proceedings contains 59 papers. Topics discussed include digital cinema, motion analysis, image/video transmission. motion picture expert group, video segmentation, multimedia content retrieval, video coding, object tracking and object analysis.
The proceedings contain 138 papers. The topics discussed include: the enhancement of underexposed images with blurred reflectance;geodesic disparity compensation for inter-view prediction in VR180;two recent advances ...
ISBN:
(纸本)9781728180670
The proceedings contain 138 papers. The topics discussed include: the enhancement of underexposed images with blurred reflectance;geodesic disparity compensation for inter-view prediction in VR180;two recent advances on normalization methods for deep neural network optimization;sparse representation-based intra prediction for lossless/near lossless video coding;recent advances in end-to-end learned image and video compression;FishUI: interactive fisheye distortion visualization;orthogonal features fusion network for anomaly detection;4D-DCT hardware architecture for JPEG Pleno light field coding;and deep blind video quality assessment for user generated videos.
The proceedings contain 132 papers. The topics discussed include: adaptive rounding operator for efficient Wyner-Ziv video coding;retina model inspired image quality assessment;color image guided locality regularized ...
ISBN:
(纸本)9781479902903
The proceedings contain 132 papers. The topics discussed include: adaptive rounding operator for efficient Wyner-Ziv video coding;retina model inspired image quality assessment;color image guided locality regularized representation for kinect depth holes filling;motion vector refinement for frame rate up conversion on 3d video;efficient active contour model based on Vese-Chan model and split Bregman method;HEVC interpolation filter architecture for quad full HD decoding;correlation estimation for distributed wireless video communication;enhancing coded video quality with perceptual foveation driven bit allocation strategy;soft mobile video broadcast based on side information refining;quality enhancement based on retinex and pseudo-HDR synthesis algorithms for endoscopic images;and object co-segmentation based on directed graph clustering.
The proceedings contain 125 papers. The topics discussed include: two-stream federated learning: reduce the communication costs;a new update strategy for blocks with low correlation in 3-D recursive search;eye movemen...
ISBN:
(纸本)9781538644584
The proceedings contain 125 papers. The topics discussed include: two-stream federated learning: reduce the communication costs;a new update strategy for blocks with low correlation in 3-D recursive search;eye movement pattern modeling and visual comfort viewing S3D images;motion trajectory based spatial-temporal degradation measurement for video quality assessment;two-pass rate control for constant quality in high efficiency video coding;adaptive motion vector prediction for omnidirectional video;generative adversarial network-based frame extrapolation for video coding;a CNN-based in-loop filter with CU classification for HEVC;synthesizing 3D acoustic-articulatory mapping trajectories: predicting articulatory movements by long-term recurrent convolutional neural network;analysis of smoothed LHE methods for processingimages with optical illusions;and deep network with spatial and channel attention for person re-identification.
Identifying and locating objects in images and videos, including elements like traffic signs, vehicles, buildings, and people, constitutes a fundamental and demanding task in computer vision, known as object detection...
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The proceedings contain 113 papers. The topics discussed include: visual analysis motivated super-resolution model for image reconstruction;hierarchical reinforcement learning based video semantic coding for segmentat...
ISBN:
(纸本)9781665475921
The proceedings contain 113 papers. The topics discussed include: visual analysis motivated super-resolution model for image reconstruction;hierarchical reinforcement learning based video semantic coding for segmentation;distinguishing computer-generated images from photographic images: a texture-aware deep learning-based method;high-speed scene reconstruction from low-light spike streams;one shot object detection via hierarchical adaptive alignment;reduced reference quality assessment for point cloud compression;a fast and effective framework for camera calibration in sport videos;dynamic mesh commonality modeling using the cuboidal partitioning;CNN-based post-processing filter for video compression with multi-scale feature representation;history-parameter-based affine model inheritance;robust dynamic background modeling for foreground estimation;space and level cooperation framework for pathological cancer grading;and semantic attribute guided image aesthetics assessment.
The proceedings contain 134 papers. The topics discussed include: large-scale crowdsourcing subjective quality evaluation of learning-based image coding;alpha-trimmed mean filter and XOR based image enhancement for em...
ISBN:
(纸本)9781728185514
The proceedings contain 134 papers. The topics discussed include: large-scale crowdsourcing subjective quality evaluation of learning-based image coding;alpha-trimmed mean filter and XOR based image enhancement for embedding data in image;faster and finer pose estimation for object pool in a single RGB image;MPEG immersive video tools for light field head mounted displays;urban planter: a web app for automatic classification of urban plants;SPCNet: a panoramic image depth estimation method based on spherical convolution;attention-guided convolutional neural network for lightweight JPEG compression artifacts removal;and enhanced cross component sample adaptive offset for AVS3.
The proceedings contain 153 papers. The topics discussed include: towards efficient learned image coding for machines via saliency-driven rate allocation;transformer-based spatial-temporal feature lifting for 3D hand ...
ISBN:
(纸本)9798350359855
The proceedings contain 153 papers. The topics discussed include: towards efficient learned image coding for machines via saliency-driven rate allocation;transformer-based spatial-temporal feature lifting for 3D hand mesh reconstruction;accuracy improvement of depth map estimation from multi-view images using NeRF;learning end-to-end depth maps compression with conditional quality-controllable autoencoder;tangent space sampling of video sequence with locally structured unitary network;efficient lightweight attention based learned image compression;a method for multi-linear TV channels streaming based on non-uniform tiled structure;and subspace learning machine with soft partitioning (SLM/SP): methodology and performance benchmarking.
The proceedings contain 27 papers. The special focus in this conference is on Computational Technologies and Electronics. The topics include: Wildlife Detection Using ANN and Other Modern Technology: A Survey of&...
ISBN:
(纸本)9783031819346
The proceedings contain 27 papers. The special focus in this conference is on Computational Technologies and Electronics. The topics include: Wildlife Detection Using ANN and Other Modern Technology: A Survey of Literatures;enhancing Learning Outcomes Through the Use of Conducive Learning Spaces;smart Diagnosis Using Symptoms for Seeking a Specialist Doctor;a Comprehensive Review and Future Prospects of Lie Detection Using Machine Learning;searching Optimizers for Deep Learning Based Hyperspectral image Classification;efficient Crop Recommendation System: A Machine Learning Based Approach;Human Fall Detection Using Transfer Learning-Based 3D CNN;anomaly Detection in Respiratory Events Using Machine Learning;federated Learning to Speed Up Pre-processing of Large Data Sets;flood Susceptibility Zonation Using Geospatial Frequency Ratio and Artificial Neural Network Techniques within Himalayan Terai Region: A Comparative Exploration;a Fertilizer Recommendation System Using an Assembly of Regressors Coupled with Nature-Inspired Optimization Algorithms;state-of-the-Art in Feature Selection: Applications of the Slime Mould Algorithm;MOODBYTBLB: Impact of Covid-19 Among Indians: A Sentiment Analysis Using Textblob;mythBuster: A Comparative Analysis of Few Machine Learning and Deep Learning Models for Fake News Detection;unsupervised Approach for Word Sense Disambiguation in Bengali;a Hybrid Method for Bengali Word Segmentation from Handwritten Copies of School Students;securing Social Spaces: Harnessing Deep Learning to Eradicate Cyberbullying;exploring Intonation Patterns in Nepali Speech: A Phonetic and Linguistic Analysis for Text-to-Speech System;sentiment Analysis on Airline Customer Review Using Language Model and Capsule Network;implementation of Digital Healthcare for Improving Maternal Care: A Systematic Review;video Content Analysis and Classification Based on Human Activity Recognition;Machine Learning Based Expert System for Breast Cancer Prediction (MLESBCP).
The proceedings contain 26 papers. The special focus in this conference is on BigData. The topics include: A Multi-dimensional Early Warning Mechanism for Biological Invasions: A Case Study of Vespa Mandarin...
ISBN:
(纸本)9789819610235
The proceedings contain 26 papers. The special focus in this conference is on BigData. The topics include: A Multi-dimensional Early Warning Mechanism for Biological Invasions: A Case Study of Vespa Mandarinia;DLP-FR: Learning Predictable Degradation for Robust Blind Face Restoration;A Joint Relation Extraction Model Utilizing Message Passing Mechanism for Feature Fusion to Alleviate FN Problem from Distant Supervision;urban Traffic Management: A Predictive Approach Using Mobile Phone Data;FedPSED: Federated Public Safety Emergency Detection Based on Adaptive Aggregation Strategy;evaluation of Retrieval-Augmented Generation: A Survey;CMNet: Fast Time Series Forecasting Based on Hybrid Convolution-MLP Architecture;a Domain Adaptive Based Reinforcement Learning Algorithm for Job Shop Scheduling Problems;Large-Scale Data Generation Using SWLBM on the Sunway TaihuLight Supercomputer and Subsequent Data Mining with Physics-Informed Neural Networks;Enhancing Interaction Graph of Data Schema and Syntactic Structure with Pre-trained Language Model for Text-to-SQL;spatial Evolution Analysis of the Level of Digital Economy Development in China;predicting Calibrated Conversion Rate of Online Advertising Using a Multi-task Mixture-of-Experts Calibration Model;a Transformer-Based Spatio-Temporal Graph Neural Network for Anomaly Detection on Dynamic Graphs;morphological Semantic Ensemble Filtering of Massive Sentence Pairs for Neural Machine Translation;improving Event-Level Financial Sentiment Analysis with Retrieval-Augmented Multipath Chain-of-Thought Prompting;POSRho: Efficient Spearman’s Rho Calculation for Big Data;a Fusion Tuning Method for Named Entity Recognition;Design of AXI Bus-Based IP Core for imageprocessing;automated Clinical Summary Generation via Integrating Structured and Unstructured Data;a Review on Deep Learning for Sequential Recommender Systems: Key Technologies and Directions;TrajUT: Intruder Trajectory Recovery on Utility Tunnel via video Surveillance S
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