Image and Video Technology : 11th Pacific-Rim Symposium, PSIVT 2023, Auckland, New Zealand, November 22–24, 2023, Proceedings / edited by Wei Qi Yan, Minh Nguyen, Parma Nand, Xuejun Li.

Format:

Book

Author/Creator:

Yan, Wei Qi.

Contributor:

Nguyen, Minh.

Nand, Parma (Computer scientist)

Li, Xuejun.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14403

Language:

English

Subjects (All):

Multimedia systems.

Multimedia Information Systems.

Local Subjects:

Multimedia Information Systems.

Physical Description:

1 online resource (481 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book constitutes the refereed conference proceedings of the 11th Pacific-Rim Symposium on Image and Video Technology, PSIVT 2023, held in Auckland, New Zealand, during November 22–24, 2023. The 34 full papers presented in this book were carefully reviewed and selected from 75 submissions. The main conference focuses on Image and Video Technology, a conference that gathers researchers and practitioners from around the globe to discuss the latest breakthroughs in image and video processing, analysis, and applications.

Contents:

Evaluating Mammogram Image Classification: Impact of Model Architectures, Pretraining, and Finetuning

Cluster Based Video Summarization with Temporal Context Awareness

Image Recognition and Threat Detection in Bags Arriving at the Airport

AUAAC: Area Under Accuracy Curve for Evaluating Out-of-Distribution Detection

Local Brightness Normalization for Image Classification and Object Detection Robust to Illumination Changes

Computational Analysis of Table Tennis Matches from Real-Time Videos Using Deep Learning

Multiscale Kiwifruit Detection from Digital Images

A High-Accuracy Deformable Model for Human Face Mask Detection

MobileNet-SA: Lightweight CNN with Self Attention for Sketch Classification

Enhancement of Human Face Mask Detection Performance by Using Ensemble Learning Models

Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding

Spatial Variation Sequences for Remote Sensing Applications with Small Sample Size

Exploring the Potential of High- Resolution Drone Imagery for Improved 3D Human Avatar Reconstruction

Point Cloud Novelty Detection Based on Latent Representations of a General Feature Extractor

Efficient 3DConv Fusion of RGB and Optical Flow for Dynamic Hand Gesture Recognition and Localization

An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data

Real time Automated Body Condition Scoring of Dairy Cows

Logo-SSL: Self-Supervised Learning with Self-Attention for Efficient Logo Detection

HAHANet: Towards Accurate Image Classifiers with Less Parameters

Melanoma Classification Using Deep Learning

3D Formation Control of Multiple Cooperating Autonomous Agents Via Leader-Follower Strategy

LAPRNet: Lightweight Airborne Particle Removal Network for LiDAR Point Clouds

REAL-NET: A Monochromatic Depth Estimation Using REgional Attention and Local feature mapping

Spike-EFI: Spiking Neural Network for Event-based Video Frame Interpolation

ScrambleMix: A Privacy-Preserving Image Processing for Edge-Cloud Machine Learning

Comparison of Simplified SE-ResNet and SE-DenseNet for Micro-Expression Classification

Facial Deepfake Detection using Gaussian Processes

A Novel Steganography Scheme using Logistic Map, BRISK Descriptor, and k means Clustering

A Holistic Approach to Elderly Safety: Sensor Fusion, Fall Detection, and Privacy-Preserving Techniques

On Deploying Mobile Deep Learning to Segment COVID-19 RT-PCR Test Tube Images

Enhancing Safety during Surgical Procedures with Computer Vision, Artificial Intelligence, and Natural Language Processing

Deep Learning Model with Atrous Convolutions for Improving Skin Cancer Classification

Fusion-based Approach to Enhance Markerless Motion Capture Efficiency for on-site Analysis: Feasibility and Accuracy

Using an optimal then enhanced YOLO Model for Multi-lingual scene text detection containing Arabic scripts.

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Yan, Wei Qi Image and Video Technology

ISBN:

9789819703760

981970376X

OCLC:

1422101178