| Description |
1 online resource (xiv, 466 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science, 1611-3349 ; 14403 |
|
Lecture notes in computer science ; 14403. 1611-3349
|
| 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 |
| 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 |
| Notes |
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed February 15, 2024) |
| Subject |
Computer vision -- Congresses
|
|
Image processing -- Digital techniques -- Congresses
|
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Digital video -- Congresses
|
|
Imaging systems -- Congresses
|
| Genre/Form |
Electronic books
|
| Form |
Electronic book
|
| Author |
Yan, Wei Qi, editor
|
|
Nguyen, Minh, editor
|
|
Nand, Parma (Computer scientist), editor.
|
|
Li, Xuejun, editor
|
| ISBN |
9789819703760 |
|
981970376X |
|
