1 Table of Contents: “...Part I: An Introduction to Biometrics -- A Technology Overview -- The Story So Far -- Assumptions...”

2 Table of Contents: “... Dynamics -- TIPS: Text-Induced Pose Synthesis -- Addressing Heterogeneity in Federated Learning via...”

3 Table of Contents: “... to Generate Realistic LiDAR Point Clouds -- RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D...”

4 Table of Contents: “... Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration -- Auto-FedRL: Federated...”

5 Table of Contents: “... Point Cloud Segmentation -- Semantic-Aware Fine-Grained Correspondence -- Self-Supervised Classification...”

6 Table of Contents: “... Detection Transformers for Language Grounding in Images and Point Clouds -- New Datasets and Models...”

7 Table of Contents: “... Clouds -- Cross-Domain Few-Shot Semantic Segmentation -- Generative Subgraph Contrast for Self-Supervised...”

8 Table of Contents: “... the YOLOv5 Family -- A Study on Automatic Detection, Length and Mass Estimation of Fishes in Aqua Farming...”

9 Table of Contents: “...Classification of Point Clouds with Neural Networks and Continuum-Type Memories -- Cyber Supply...”

10 Table of Contents: “... toolbox for annotation of images and point clouds in agricultural scenarios -- Multimodal Dataset...”