Pattern Recognition and Computer Vision
Description
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.
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Content
.- Few-Shot Connectivity-Aware Text Line Segmentation in Historical Documents.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?.