Programme

Oral Presentations

Session 1: Microscopy

95	End-to-end Training of Latent Space Diffusion Models for Conformational Heterogeneity in Cryo-EM Reconstruction
29	Disentanglement-based Unsupervised Domain Adaptation for Nuclei Instance Segmentation
71	Deep Learning Classification of Microsatellite Status in Colorectal Cancer Whole Slide Images

Session 2: Medical Imaging

31	GroupLearning: Label Noise Mitigation through Multi-Expert Collaboration for Medical Image Analysis
34	Towards Clinically Oriented Feature Detection for Melanoma: A Deep Learning Approach
46	Medical Image Synthesis using Autoencoder with Vision Transformer
72	Spectral Neural Attenuation Fields For Cone Beam CT
93	Measurement of Ocular Torsion Using Feature Matching on the Iris and Sclera

Session 3: Computer Vision for Agriculture

30	Evaluating Accuracy and Efficiency of Fruit Image Generation Using Generative AI Diffusion Models for Agricultural Robotics
40	Deep Learning for Brassica Oleracea Instance Segmentation in UAV Imagery
53	AI Framework for Detecting Lordosis-Kyphosis-Scoliosis in Salmon X-Rays
62	Genetic Programming-Based Multi-Object Matching for Mussel Floats in Mussel Farm Images
82	Leaf or leaves? A data-centric approach looking at ground truth effect on apple disease segmentation

Session 4: Astronomical Imaging

8	Wavefront Estimation from Pyramid Type Wavefront Sensors Using a Convolutional Neural Network
14	On Feed-Forward Neural-Network-Based Atmospheric Tomography
64	Demystifying Galaxy Classification : An elegant and powerful hybrid approach

Session 5: Machine Learning for Computer Graphics

21	Enhancing Visual Focus: Incorporating Attention into Rule-Based Machine Learning
33	ZS-ACL: Light-weight Zero-shot Image Denoising using alpha-Conditional Loss
87	Procedurally Generating Large Synthetic Worlds: Chunked Hierarchical Wave Function Collapse
91	Gaze Estimation via Synthetic Event-Driven Neural Networks

Session 6: Object Detection and Identification

18	Contrastive Learning for Detecting Invasive Aquatic Species: An Analysis of SimCLR and Self-Supervised Methods with Unlabeled Video Data
45	Foreign Object Detection in Aqueous Food Media using Surface Electric Potential and Machine Learning Techniques
58	Impact of Object Detector Accuracy on Tracking-By-Detection Methods: A Case Study with Meerkats
63	Deep Learning-Based Depth Map Generation and YOLO-Integrated Distance Estimation for Radiata Pine Branch Detection Using Drone Stereo Vision
75	Vote Based Line Aggregation for Sports Field Registration
79	Detection of Pinus Radiata Cutpoints Using Neural Medial Axis Skeletonization
83	Re-Identification of Individual Kākā: An Explainable DINO-Based Model
84	Top-Down Target Object Detection Through Context

Session 7: Motion Tracking Control and Analysis

17	Evaluating your Re-ID Method for Robustness: Consistency, Domain-Shift and Corruption
52	Robust 360° Visual Tracking with Dynamic Gnomonic Projection
59	Deep Learning-Based Buoyancy Prediction for Intelligent Mussel Farm Monitoring
70	Causal Behaviour Modelling for Player Action Prediction in Rugby League Using Graph Neural Networks
73	AIM-CP: AI-based Multi-Visual Components Analysis for Crowd Dynamics Prediction

Session 8: Augmented Reality

22	Accurate 3D Grapevine Structure Extraction from High-Resolution Point Clouds
66	MAC-VTON: Multi-modal Attention Conditioning for Virtual Try-On with Diffusion-Based Inpainting
69	Investigating Feature Clustering for Generalised 3D Point Cloud Part Segmentation
67	Video Quality Metric Compatible With Psnr Considering Recent Knowledge of Peripheral Characteristics of Human Vision

Poster Presentations

7	Design and Prototype of a High Order Adaptive Optics System for University of Canterbury’s 0.61 m Boller & Chivens Telescope
11	Two-stage punch-code recognition using a CNN and the Hough transform
15	Addressing Retail Object Detection Challenges through Dual Network Integration
16	A Frequency-Domain Approach for Detecting Overhead Conductors in Aerial Images
25	Image Segmentation with a Deep Declarative Network
26	Which Region Proposal to Choose? A Case Study for Automatic Identification of Retail Products
47	Classification of Bloodstain Spatter Patterns with Convolutional Neural Networks
56	Automatic Quantification of King Salmon Farm Net Occlusion via Biofouling Detection
68	Interactive Engagement with Place and Culture
74	Automated Flow Tracking Software for Capillary Microfluidic Devices
77	Modelling methane emissions from rice paddies using machine learning
80	Automatic Detection of Peripheral Facial Landmarks Using 3D Facial Data
85	Design and Validation of Procedurally Generated Personalised Spatial Reasoning Tests
88	Spatial Mini Golf: Game-Based Spatial Intelligence Testing and Training Using VR and Non-VR Platforms
90	Wavefront Estimation from a Shack-Hartmann Wavefront Sensor Using a Convolutional Neural Network