E-raamat: Applied Imagery Pattern Recognition: 53rd Applied Imagery Pattern Recognition Workshop, AIPR 2025, Washington, DC, USA, October 13-14, 2025, Proceedings

Image-Based Geospatial Foundation Models: What's the Catch?.-Can AI
Generated Items Be Trusted?.-Synthetic to Street: Generative AI-Powered
Object Detection of License-Plate Jackets.-Agentic Learning with an AI
Instructor in Virtual Reality for High School Anatomy Instruction.-Generative
Edit Agent for Retrieval & Synthesis.-An Immersive AI-Driven Virtual Reality
Training for Accessible Agricultural Education in a Unity-Based VR
Environment.-Examination of How an Adversarial or Naive Change to an Image
May Be Tracked Visually, Layer by Layer, Using Associative Memory Matrices in
Vector Form.-Vision-Language Integration for Image Captioning Using Vision
Transformers and GPT-J.-Task Prioritization for Remote Sensing AI Foundation
Models.-Scaling Remote Sensing Foundation Models: Data Domain Tradeoffs at
the Peta-Scale.-Cross-Modal Foundation Models for Remote
Sensing.-Unsupervised Change Detection and Categorization with Remote Sensing
Foundation Models.-Assumptions Implicit in Applied Imagery Pattern
Recognition.-AgriGen: a Prompt-Tuned, Multilingual LLM-Based Q&A System for
Smarter Agriculture.-PREFUSE: a Probabilistic Reliability-Weighted Fusion for
Weather-Aware Perception in Autonomous Vehicles.-Hier-SimCLR-Drive: Learning
a Two-Level Traffic-Scene Taxonomy Without Labels for Autonomous
Driving.-Scaling Continuous Kernels with Sparse Fourier Domain
Learning.-Benchmarking Defense Techniques for Securing Large Language
Models.-Advancing Foundation Models with Geospatial and Temporal Reasoning in
Multi-Modal Applications.-Training the Right ML Model and Training the ML
Model Right.-A Multimodal IoT-Based Smart Desk System for Real-Time Thermal
Comfort Classification in Educational Environments.-Visual Feature Tracking
Algorithm for Veterinary Lameness Assessment in Horses.-A Merge-Aware Metric
and Boundary-Guided Head: Mergers Reduction and Improved Building
Segmentation in Remote Sensing Images.-Pixel-Point Fusion: A 2D-3D Computer
Vision Framework for Robust Sidewalk Trip Hazard and Crack
Detection.-Neurophysiological Study of EEG Alpha-Beta Dynamics in Temporal
and Parietal Regions During Non-Native and Neutral Music Listening.-Fusion of
2D LiDAR and Vision-Based Detection for Collision-Aware Indoor
Navigation.-Dark Channel Prior Infused All-in-One Dehazing Network
(DCPI-AODNet) for Single Image Dehazing.-Agentic Broad-Area Search:
Evaluating Multimodal Large Language Models for Geospatial Object
Identification and Enumeration in Overhead Imagery.-Loop Closure Detection
Revisited: A Clustering Perspective.-The Limitations of Image Features from
Satellite Imagery Training Datasets.-Synthetic Aperture Radar Change
Detection as a Source of Ground-Truth Annotation for Machine Learning
Deforestation Detection in the Amazon Using Multispectral Satellite
Imagery.-Real-Time 2D Mapping and Navigation on an Indoor Autonomous Vehicle
(AV) Platform with RPLIDAR A3 and HectorSLAM.-Towards the Segmentation-Guided
Generation of 3D MRA Dataset for Aneurysm Detection.-Hypoxic Ischemic
Encephalopathy Diagnosis and Lesion Segmentation Using 3D Heterogenous
Ensemble Models.-NeuroGleam: Illuminating Small Vessel Disease Detection
Through Deep Learning Based Segmentation of Brain MRI White Matter
Hyperintensities.-Multimodal Fusion of Imaging and Multi-Omics Data for
Enhanced Breast Cancer Detection.-Wavelet Scattering Features based Colon
Cancer Histology Classification.-imgs2imgs: Improving Visual Consistency in
Multiview Image Editing.-Quantifying Error Propagation and Recovery in Object
Detection for Autonomous Vehicles: a Markovian Approach.-Restorable
Segmentation Synthesis Using Fourier Descriptors.-Benchmarking Few-Shot
Methods for Rare Target Classification in PlanetScope Imagery.