Pattern Recognition and Computer Vision

This two-volume set LNCS 16174-16175 constitutes the refereed proceedings of the 8th Asian Conference on Pattern Recognition, ACPR 2025, held in Gold Coast, QLD, Australia, in November 10-13, 2025.

The 60 full papers presented were carefully reviewed and selected from 118 submissions. The ACPR 2025 Conference focuses on four important areas of pattern recognition: pattern recognition and machine learning; computer vision and robot vision; signal, speech and video processing; and document, media processing and interaction, covering various technical aspects.

. - Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents.
. - VeriChain: Reinforced Document Image Forgery Verification via Self-Revealing Reasoning Chain.
. - A Transformer Based Handwriting Recognition System Jointly Using Online and Offline Features.
. - Handwritten Text Image Editing with Diffusion Models and Attention-based Matching.
. - FLUX-Font: Stylized Font Generation Based on Fine-Tuning Pre-trained Diffusion Transformer.
. - FGFENet: Fine-Grained Feature Enhancement Network for Brain Tumor Segmentation.
. - Real-Time, Multi-center, Dual-task-based Cognitive Impairment Screening with Graph Convolutional Neural Networks.
. - Newborn Fingerprint Recognition Using Fingerprint Classification.
. - Robust Gait-Based Disease Estimation Against Occlusion and Distortion via Deep Mutual Learning.
. - Zero-Shot Estimation of Compound Emotional Expressions from Facial Images Using Only Basic Emotional Expression Features.
. - Rank-Aware Sports Scoring: A Learning-to-Rank Approach for Judged Sports.
. - Estimating Learners' Position and Work Time for Teaching Reflection in Agricultural Training.
. - MC2SC: Signal Transformation for Multi-Channel Signal Processing.
. - Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models.
. - ICPCC: Importance-aware Crops Point Cloud Compression.
. - From Coarse to Fine, Easy to Hard: Dual-Progressive 3D Hand Mesh Reconstruction.
. - Hierarchical Spatial Mamba Framework for Point Cloud Classification.
. - Heterogeneous Hierarchical Map Representation For Robotics Using Morse Smale Theory.
. - Efficient Isomorphic Mesh Generation from Point Clouds via Group-wise Implicit Function Networks.
. - DiffS-NOCS: 3D Point Cloud Reconstruction through Coloring Sketches to NOCS Maps Using Diffusion Models.
. - Ensemble-Based Progressive YOLOv11 Framework for Quantitative Analysis of Riverine Environments.
. - XMamba: Fully Enhanced Mamba for X-ray Prohibited Items Detection.
. - DExNet: Combining Observations of Domain Adapted Critics for Leaf Disease Classification with Limited Data.
. - SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed Solomon Coding.
. - Finding Outliers in a Haystack: Anomaly Detection for Large Pointcloud Scenes.
. - Rep2Face: Synthetic Face Generation with Identity Representation Sampling.
. - Near Real Time Explainable Detection of Small Objects in Remote Sensing Imagery.
. - Transformer deep learning to detect microsatellite instability using histopathological slides to guide colorectal and endometrial cancer immunotherapy.
. - Facial image aging simulation and domain transformation using generative AI.
. - Do End-to-End TTS Systems Exploit Patterns in Speech? .