Detailed Technical Program

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Pre-Conference Workshops & Industry Site Tours

Tuesday, 26 November 2024

Time (AWST) Session Location
08:30-09:00 Registrations and Morning Tea
Espresso Coffee & Tea on Arrival

Coordinator: Dr Nur Haldar (Curtin University)

Co-coordinator: Dr Md Moniruzzaman (FSH and Curtin University) and Ms Andrea Zonnekus

Foyer of Weatherburn Lecture Theatre, G40, Building 223 (Maths), UWA
09:00-12:00

Workshop 1: Imaging Workflows in MATLAB with Medical and Geological Exampls

Presenter Dr Emmanuel Blanchard (MATWORKS)

Session Chair: Dr Lian Xu (UWA)

Session Co-Chair: Dr Hassan Mahmood (Vital Trace and ECU)

Weatherburn Lecture Theatre, G40, Building 223 (Maths), UWA
12:00-13:00 Lunch Foyer of Weatherburn Lecture Theatre, G40, Building 223 (Maths), UWA
13:00-14:00

Industry Site Tour 1

Coordinator: Assoc/Prof Duc-Son (Sonny) Phan, Curtin University

Co-coordinator: Dr Muhammad Bilal Sheikh, Molycop and ECU

Co-coordinator: Dr Md Moniruzzaman, FSH and Curtin University

DUG, 76 Kings Park Road, Perth, WA 6005
14:00-15:30

Industry Site Tour 2

Coordinator: Assoc/Prof Duc-Son (Sonny) Phan (Curtin University)

Co-coordinator: Dr Muhammad Bilal Sheikh (Molycop and ECU) and Dr Md Moniruzzaman (FSH and Curtin University)

Australian Automation & Robotics Precinct (AARP), Pederick Rd, Neerabup WA 6031
15:30-16:30

Industry Site Tour 3

Coordinator: Assoc/Prof Duc-Son (Sonny) Phan (Curtin University)

Co-coordinator: Dr Muhammad Bilal Sheikh (Molycop and ECU) and Dr Md Moniruzzaman (FSH and Curtin University)

ECU-Security Operation Centre, Building 18, 270 Joondalup Dr, Joondalup, WA 6027
16:30-17:00

Industry Site Tour 4

Coordinator: Assoc/Prof Duc-Son (Sonny) Phan (Curtin University)

Co-coordinator: Dr Muhammad Bilal Sheikh (Molycop and ECU) and Dr Md Moniruzzaman (FSH and Curtin University)

ECU-The CT-Scanner facility -Conference venue, Building 23, 270 Joondalup Dr, Joondalup, WA 6027

Day 1 - Main Conference

Wednesday, 27 November 2024

Time Session Location
08:15-08:45 Registrations
Espresso Coffee & Tea on Arrival

Coordinator: Dr. Nur Haldar (Curtin University)

Co-coordinator: Dr. Md Moniruzzaman (FSH and Curtin University) and Ms. Andrea Zonnekus

Foyer of Scarborough Hall, Novotel Perth Murray Street
08:45– 08:50 The Opening Ceremony

Welcome by APRS President: Prof Jun Zhou, President, APRS

Welcome by DICTA 2024 General Chair: Dr Syed Islam

Platinum Sponsor Speech: Sebastien Wong (DSTG)

Hosting University Address: Prof Caroline Finch, Deputy Vice-Chancellor (Research) and Vice-President, Edith Cowan University

Chief Guest Speech: Professor Peter Klinken AC, WA Chief Scientist

Scarborough Hall, Novotel Perth Murray Street
8:50-9:30 AM
09:30-10:30 Keynote 1 – Prof Gaurav Sharma, University of Rochester

Topic: Visual Data Analytics for Wide Area Motion Imagery

Session Chair: Prof. Manzur Murshed (Deakin University)

Scarborough Hall, Novotel Perth Murray Street
10.30-10.45 AM Morning Tea Foyer of Scarborough Hall, Novotel Perth Murray Street
10:45-12:00

Oral Session 1: 3D Vision, LiDAR, Shape and Texture Analysis

Session Chair: Prof. Ferdous Sohel (Murdoch University)

Session Co-Chair: Dr. Naeha Sharif (UWA)

8: EFITFormer: Enhanced Feature Interaction Transformer for 3D Point Cloud Understanding (Zhong, Qi; Ye, Yun; Han, Xian-Feng*)

14: Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos using Neural Radiance Fields (Rajapaksha, Uchitha; Laga, Hamid; Diepeveen, Dean A; Bennamoun, Mohammed; Sohel, Ferdous*)

20: Unified Retrieval and Reranking Paradigm for Aerial-Ground Cross-Source 3D Place Recognition (Gu, Zhixuan; Ao, Sheng; Chen, Minglin; Liu, Yan; Zhang, Ye; Guo, Yulan*)

98: High-Definition 3D Point Cloud Mapping of the City of Subiaco in Western Australia (Ciceklidag, Pasa*; Ibrahim, Muhammad; Wang, Haitian; Miao, Yumeng; Hong, Jin; Hassan, Ghulam Mubashar; Mian, Ajmal)

157: Warp Consistent Neural Radiance Fields for Sparse Novel View Synthesis (Xu, Yexing; Chen, Minglin; Wang, Longguang; Zhang, Ye; Guo, Yulan*)

182: LAF-NeRF: Learning Artifact-Free Neural Radiance Fields from Uncurated Image Collections with Corruptions (Hui, Zeji*; Chuah, Weiqin; Gostar, Amirali Khodadadian; Bab-Hadiashar, Alireza; Tennakoon, Ruwan)

Scarborough Hall, Novotel Perth Murray Street
12:00 – 12:10 Group Photo Scarborough Hall
12:10-12:45 Lunch Foyer of Scarborough Hall, Novotel Perth Murray Street
12:45-13:45

Keynote 2 – Prof David Suter, Edith Cowan University

Title: Where has Computer Vision gone?

Session Chair: Prof Brian Lovell (University of Queensland)

Scarborough Hall, Novotel Perth Murray Street
13:45-15:30

Oral Session 2 – Computer Vision and Deep Learning

Session Chair: Prof Hamid Laga (Murdoch University)

Session Co-Chair: Dr Ghulam Mubashar Hassan (UWA)

18. LatentForensics: Towards Frugal Deepfake Detection in the StyleGAN Latent Space (Delmas, Matthieu*; SEGUIER, Renaud)

19. Point-supervised Seagrass Segmentation for 3D Underwater Habitat Mapping (Zhang, Miaohua*; Cruz, Rodrigo Santa; Arzhaeva, Yulia; Li, Xun; Do, Brendan NV; Oorloff, Jeremy K; Armin, Mohammad Ali; Hayder, Zeeshan; Ahmedt-Aristizabal, David)

23. Characterising Heavy Mineral Concentrate Grain Morphology and Mineralogy with Computer Vision (Hartley, Melvin*)

34. DeepIcon: A Hierarchical Network for Layer-wise Icon Vectorization (Bing, Qi*; Zhang, Chaoyi; Cai, Weidong)

44. LinCNNFormer: Hybrid Linear Vision Transformer based on Convolution Neural Network and Linear Attention (Tenagyei, Edwin Kwadwo*; Gao, Yongsheng; Lewis, Andrew; Nikzad, Nick; Zhou, Jun)

125. Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement (Ramzan, Muhammad Umer*; Zia, Ali; Khamis, Abdelwahed; Elgharabawy, Ayman; Liaqat, Ahmad; Ali, Usman)

153. Perturbing Dominant Feature Modes for Single Domain-Generalized Object Detection (Danish, Muhammad Sohail*; Iqbal, Javed; Ali, Mohsen; Sarfraz, Saquib; Khan, Salman; Khan, Muhammad Haris)

163. Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization (Chapman, Avraham N*; Xu, Hai-Ming; Liu, Lingqiao)

175. Matching Confidences and Softened Target Occurrences for Calibration (Kugathasan, Vinith*; Zhou, Honglu; Izzo, Zachary; Kuruppu, Gayal; Baliah, Sanoojan; Khan, Muhammad Haris)

Scarborough Hall, Novotel Perth Murray Street
15:30-16:00

Afternoon Tea and Poster Session 1

Session Chair: Prof Douglas Chai (Edith Cowan University)

Session Co-Chair: Dr Naeem Janjua (Flinders University)

28. Uncertainty-aware Cross-modality Fusion for Visible-Infrared Object Detection (Zhao, Jianyu*; Wang, Yukun; Zhang, Ye; Wang, Hanyun; Guo, Yulan)

35. Vision Transformers for Weakly-Supervised Microorganism Enumeration (Ureña Santiago, Javier*; Ströhle, Thomas; Rodriguez-Sanchez, Antonio J; Breu, Ruth)

41. ESCal: Efficient and Scalable Calibration of Camera Networks Using a Top View (Ziegler, Tobias*; Mueller, Marcel; Khelil, Abdelmajid)

43. Developing Normative Gait Cycle Parameters for Clinical Analysis Using Human Pose Estimation (Ranjan, Rahm*; Ahmedt-Aristizabal, David; Armin, Mohammad Ali; Kim, Juno)

58. DustRobust-YOLO Enhanced UAV Detection in Dusty Conditions (Munir, Adnan*; Siddiqui, Abdul Jabbar; Al Sabbagh, Aoubaida Mohammad)

61. DEER: Deep Emotion-sets for Fine-grained Emotion Recognition (Tahir, Sharjeel*; Mirnateghi, Nima; Sohel, Ferdous; Shah, Syed Afaq Ali)

69. Voxelized 3D Feature Aggregation for Multiview Detection (Ma, Jiahao*; Tong, Jinguang; Wang, Shan; Duan, Zicheng; Nguyen, Chuong)

70. Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below (Hannouch, Khalil*; Chalup, Stephan K)

72. Joint Task of Image Segmentation and Classification for Object Detection (Yohanes, Banu W*)

74. Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring (Guo, Zhongsui*; Singh, Sonit; Javadi, Bahman J; Sowmya, Arcot)

79. Enhancing Glaucoma Diagnosis through Vision-Language Models and Large Language Model Descriptions (Bae, Heui Yeon*; Saberi, Morteza; Shariflou, Sahar; Kalloniatis, Michael; Phu, Jack; Agar, Ashish; Cheraghian, Ali; Golzan, S.Mojtaba)

159. Integrating Spatial Information into Global Context: Summary Vision Transformer (S-ViT) (Ali, Mohsin*; Raza, Haider; Gan, John Q.; Khan, Muhammad Haris)

179. A Robust Algorithm for Contactless Fingerprint Enhancement and Matching (Siddiqui, Mahrukh; Iqbal, Shahzaib*; Alshammari, Bandar; Alhaqbani, Bandar; Khan, Tariq M; Razzak, Imran)

Foyer of Scarborough Hall and Cottesloe Rooms, Novotel Perth Murray Street
16:00-17:15

Oral Session 3: Biomedical and Human-Computer Interaction

Session Chair: Dr Lars Petersson (Data61)

Session Co-Chair: Dr Subrata Chakraborty (University of New England)

13. Evidence-aware Multi-modal Data Fusion and Its Application to Total Knee Replacement Prediction (Liu, Xinwen*; Wang, Jing; Zhou, S. Kevin; Engstrom, Craig; Chandra, Shekhar S)

27. Improving OCT Image Reconstruction Through Multi-Input GANs with Gated Attention (Mehdizadeh, Maryam*; MacNish, Cara; Alonso-Caneiro, David; Gillman, Ashley; Saha, Sajib; Chen, Fred)

86. Predicting and Staging Hepatocellular Carcinoma from Contrast CT Scans (Hossain, Md Zakir*; Buckley, Patrick; Mondal, Himadri Shekhar; Hasan, Md Rakibul; Gedeon, Tom)

104. Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data (Singh, Sonit*; Stevenson, Gordon; Mein, Brendan; Welsh, Alec; Sowmya, Arcot)

109. Domain Adaptation for Classifying Spontaneous Smile Videos (Biswas, Amrijit; Hossain, Md Zakir*; Yang, Yan; Islam, Syed MS; Gedeon, Tom; Rahman, Shafin)

126. Deep Neural Network Based Adaptive Beamforming for Real-Time Speech Enhancement (Pias, Md Mustakim Musully; Al Mahmud, Tarek Hasan; Islam, Shafiqul; Ahmed, Khandaker Takdir; Uddin, Md Jashim; Hossain, Md. Alamgir; Islam, Md Zahidul*)

Scarborough Hall, Novotel Perth Murray Street
17:15-18:00

ECR Award Presentations

Session Chair: Prof Jun Zhou (Griffith University), APRS President

Scarborough Hall, Novotel Perth Murray Street
18:00-19:00 APRS AGM Cottesloe Rooms, Novotel Perth Murray Street
19:00-21:00 VIP Dinner(DICTA & APRS Senior Management Only) C Restaurant, Level 33, St Martins Centre, 44 St Georges Terrace Perth, WA, 6000

Day 2 - Main Conference

Thursday, 28 November 2024

Novotel Perth Murray Street, 388 Murray, Street, 6000 PERTH, Australia

Time Session Location
08:30-08:55 Registration

Arrival Espresso Coffee & Tea

Foyer of Scarborough Hall, Novotel Perth Murray Street
08:55-09:00 Emcee Daily Welcome
Dr Jumana Abu-Khalaf (ECU)
Scarborough Hall, Novotel Perth Murray Street
09:00-10:00 Keynote 3 –Topic: Deep learning-powered multimodality medical image analysis

Prof Habib Zaidi: Chief physicist and head of the PET Instrumentation & Neuroimaging Laboratory at Geneva University Hospital

Session Chair: Dr Syed Islam, DICTA 2024 Chair, ECU

Scarborough Hall, Novotel Perth Murray Street
10:00-10:15 Morning Tea
3-Minute Presentation Play (Shortlisted)
Foyer of Scarborough Hall, Novotel Perth Murray Street
10:15-12:00

Oral Session 4- Medical Imaging and Analysis

Session Chair: Dr. Jason Dowling (Team Leader, Medical Image Analysis, CSIRO)

Session Co-Chair: Dr Sajib Saha (CSIRO)

33 Multi-source Unsupervised Domain Adaptation for Neuron Membrane Segmentation via Feature Enhancement (An, Yuxiang*; Liu, Dongnan; Cai, Weidong)

37 Multi-branch Instance Segmentation of Cervical Cells (Shi, Yiran; Yang, Xiaona; Zhou, Xue-feng; Zhou, Jun; Ding, Bo*)

84 Parameter-Efficient Diabetic Retinopathy Grading with LoRA-based Fine-Tuning of Vision Foundational Models (Rehman, Namrah; Rehman, Zia U*; Khan, Ahmad)

123 Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification (Shokri, MohammadJavad*; Nandakishor, Nandakishor; Rao, Aravinda S; Sharobeam, Angelos; Yan, Bernard; Palaniswami, Marimuthu)

143 Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation (Lyu, Yiheng*; Xu, Lian; Bennamoun, Mohammed; Boussaid, Farid; Dwivedi, Girish)

151 A fully automated system for localization and classification of foot bones in x-rays (Mehdizadeh, Maryam*; Vignarajan, Janardhan; Gupta, Ashu; Saha, Sajib)

170 TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation (Iqbal, Shahzaib*; Zeeshan, Muhammad; Mehmood, Mehwish; Razzak, Imran; Khan, Tariq M)

183 NeuroAtlas: An Artificial Intelligence-based Framework for Annotation, Segmentation and Registration of Large Scale Biomedical Imaging Data (Mahmood, Hassan; Nawar, Farah; Iqbal, Asim*; Islam, Syed MS)

184 Multi-Phase and Hierarchical Unsupervised Learning Framework for Glioblastoma Sub-Region Segmentation in MRI Sequences (Xia, Yue*; Yuan, Yuan; Ahn, Euijoon; Kim, Jinman)

Scarborough Hall, Novotel Perth Murray Street
12:00-12:45 Lunch Foyer of Scarborough Hall, Novotel Perth Murray Street
12:45-13:45

Keynote 4 – Trusted, privacy compliant and introspective positioning systems

Prof Michael Milford: Director of the QUT Centre for Robotics

Session Chair: Prof Ajmal Mian (UWA)

Scarborough Hall, Novotel Perth Murray Street
13:45-15:30

Oral Session 5 - Vision for Robotics and Autonomous Systems

Session Chair: Prof Farhana Zulkernine (Queen’s University)

Session Co-Chair: Dr Jumana Al-Khalaf (ECU)

12. MMCBE: Multi-modality Dataset for Crop Biomass Estimation and Beyond (Li, Xuesong*; Hayder, Zeeshan; Zia, Ali; Cassidy, Connor B; Liu, Shiming; Stiller, Warwick; Stone, Eric A; Conaty, Warren; Petersson, Lars; Rolland, Vivien)

46. oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving (Khan, Abdul Hannan*; Rizvi, Syed Tahseen Raza; Macharavtu, Dheeraj Varma Chittari; Dengel, Andreas)

53. 3D Object Classification With Selective Multi-View Fusion and Shape Rendering (Alzahrani, Mona Saleh; Usman, Muhammad*; Alharbi, Randah; Anwar, Saeed; Mian, Ajmal; Helmy, Tarek)

99. Sketch-to-3D: Transforming Hand-Sketched Floorplans into 3D Layouts (Usman, Muhammad*; Almulhim, Abdullah; Alaseri, Mohammad; Alzahrani, Mona Saleh; Luqman, Hamzah; Anwar, Saeed)

116. An Automatically Annotated Spacecraft Intelligent Perception Dataset Based on Segment Anything Model (Chen, Zilong*; Shengyun, Zhao; Rui, Zhong)

119. LightDepthMagic: An Advanced Deep Learning and Computer Vision Framework for Realistic 3D Object Embedding in RGB Images (Jamil, Sonain*; Amnuayrotchanachinda, Kasem; Amare, Mengstab Abadi)

135. DTA: Detect Them All for Safe and Reliable Autonomous Driving (Rizvi, Syed Tahseen Raza; Khan, Abdul Hannan*; Dengel, Andreas)

139. CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird’s Eye View Fusion (Qiao, Donghao; Zulkernine, Farhana H; Anand, Aman*)

155. OUTBACK: A Multi-modal Synthetic Dataset for Rural Australian Off-road Robot Navigation (Wijayathunga, Liyana*; Dabare, Dulitha; Rassau, Alex; Chai, Douglas; Islam, Syed MS)

Scarborough Hall, Novotel Perth Murray Street
15:30-16:00

Afternoon Tea and Poster Session 2

Session Chair: Dr Zakir Hossain (Curtin University)

Session Co-Chair: Dr Viet Huynh (ECU)

40. Dynamic SLAM using Video Object Segmentation: A Low Cost Setup for Mobile Robots (Zhiheng Tang (CSIRO); Chuong Nguyen (CSIRO Data61); Sundaram Muthu (CSIRO)*)

51. Boosting the Prediction of Brain Tumor Using Two Stage BiGait Architecture (Rehman Khan, Saif-ur-; Khan, Zia*; Hossain, Md Zakir; Mayumu, Nicanor; Yasmin, Farhana; Aziz, Younas)

57. A Variational Autoencoder Approach For Blink Detection in Mobile Eye Tracking Devices (Heravian Shandiz, Mahdi*; Alonso-Caneiro, David; Read, Scott; Collins, Michael)

63. A Reverse Method of Data Augmentation for High Quality PET Image Synthesis (Tan, Boyuan*; Xue, Yuxin; Bi, Lei; Kim, Jinman)

64. A Hybrid Transformer-Deep Learning Model for Improved Cardiac MRI Left Ventricle Segmentation (Islam, Kh Tohidul*; Islam, Syed MS; Moniruzzaman, Md; Ihdayhid, Abdul)

76. Speckle Feature Classification for Optical Coherence Tomography Flow Rate Assessment (Hashemi, Samaneh*; Alonso-Caneiro, David; Collins, Michael; Read, Scott; Li, Zhiyong)

77. Integrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures (Irshaid, Mohammad Belal; Hassan, Taimur; Hassan, Abdelfatah; Alsheikh, Nael; Elhendawi, Noureldin; Hussain, Irfan*)

82. Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI (RAKIBUL ISLAM, MD; Nazib, Abdullah Mr; Hassan, Riad; Refat, Abu Rumman; Nguyen Thanh, Kien; Fookes, Clinton; Islam, Md Zahidul*)

93. Unified Framework for Histopathology Image Augmentation and Classification via Generative Models (Li, Meng; Li, Chaoyi*; Peng, Can; Lovell, Brian C)

101. Leveraging Convolutional Neural Networks for Precise Diagnosis of Autism Through Transfer Learning and Ensemble Model (Sarker, Pronab*; Atmakuru, Anirudh; Chakraborty, Subrata; Paul, Manoranjan; Barua, Prabal Datta; Pradhan, Biswajeet)

106. Spectrogram-based Imagification Applying Deep Learning on Omics Data (Chong, Darren; Singh, Sonit*; Sowmya, Arcot)

129. Deep Attention Feature Fusion Network for Automated Diagnosis of Diabetic Retinopathy using Fundus Photographs (Saleem, Afsah*; Sulman, Muhammad; MAQSOOD, Arooba; Bashir, Shiraz; Gilani, Syed Zulqarnain)

142. Improving Medical Image Classification via Representation Fusion and Contrastive Learning (Khan, Pervaiz*; Dengel, Andreas; Ahmed, Sheraz)

Foyer of Scarborough Hall and Cottesloe Rooms, Novotel Perth Murray Street
16:00-17:00

Oral Session 6 - Digital Identity Special Session and Journal-to-conference Track

Session Chair: Dr Bandar Alshammari (TCC)

Session Co-Chair: Dr Imran Razzak (UNSW)

25. Enhancing Lightweight Face Information Detection Network with Multi-Clue Interaction and Part-Aware Supervision (Liu, Jing-Hong*; Chen, Yi; Lee, Zer-Wei; Fu, Li-Chen; Hsiao, Pei-Yung; Hsu, Chih-Yuan; Yen, YuLun)

181. 3D Face Recognition on Low-Quality Data via Dual Contrastive Learning (Jing, Yaping*; SHAO, DI; Gao, Shang; Lu, Xuequan)

186. A Consistency-Aware Deep Capsule Network for Hierarchical Multi-Label Image Classification (Noor, Khondaker Tasrif*; Robles-Kelly, Antonio; ZHANG, LEO YU; Bouadjenek, Mohamed Reda; Luo, Wei)

187. Interpreting Wide-Complex Tachycardia using Artificial Intelligence (Fayyazifar, Najmeh*)

188. Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging (Ahmedt-Aristizabal, David*; Nguyen, Chuong; Tychsen-Smith, Lachlan; Stacey, Ashley; Li, Shenghong; Pathikulangara, Joseph; Petersson, Lars; Wang, Dadong)

190. Structure-Aware Image Translation-Based Long Future Prediction for Enhancement of Ground Robotic Vehicle (Moniruzzaman, Md*)

Scarborough Hall, Novotel Perth Murray Street
17.00-17.15 Day 2 Close
17:15-18:00 Delegates to travel by bus to Optus Stadium
Bus must leave by 17:45 Sharp
18:30-23:00 Conference Gala Dinner Riverview Function Hall, Optus Stadium

Day 3 - Main Conference

Friday, 29 November 2024

Novotel Perth Murray Street, 388 Murray, Street, 6000 PERTH, Australia

Time Session Location
08:30-08:55 Registration
Arrival Espresso Coffee & Tea
Foyer of Scarborough Hall, Novotel Perth Murray Street
08:55-09:00 Emcee Daily Welcome
Dr Jumana Abu-Khalaf (ECU)
Scarborough Hall, Novotel Perth Murray Street
09:00-10:00

Keynote 4 - Tanveer Syeda-Mahmood (IBM Fellow)

Session Chair: Prof Tom Gedeon (Curtin University)

Scarborough Hall, Novotel Perth Murray Street
10:00-10:45

Morning Tea
Poster Session 3 (Image Analysis and Understanding)

Session Chair: Prof Zahidul Islam (Islamic University)

Session Co-Chair: Dr Nur Haldar (Curtin University)

59. Light Field Resolution Enhancement Framework (Alam, Muhammad Z*; Shabbir, Javeria; Mukati, Muhammad Umair)

91. Pursuing an Effective Vision Encoder for Enhancing Explainable X-Ray Report Generation (Mondal, Chayan*; Pham, Duc-Son; Tan, Tele; Gedeon, Tom; Gupta, Ashu)

103. Assessment of Macadamia Nutrients using Hyperspectral Data and Machine Learning (Khan, Wafa Qaiser*; Farrar, Michael; Awrangjeb, Mohammad; Bai, Shahla Hosseini; Trueman, Stephen J.; Wallace, Helen; Richards, Tarran E.; Arshid, Waqas)

108. Segregation Method for Pothole and Manhole Features Segmented in Pavement Smartphone Images Through Deep Learning (Obunguta, Felix*; Hanpasith, Souvikhane; Sasai, Kotaro; Kaito, Kiyoyuki)

113. Towards Explainability of Affordance Learning in Robot Vision (Mirnateghi, Nima*; Islam, Syed MS; Shah, Syed Afaq Ali)

118. Hierarchical Active Learning for Efficient Semi-Supervised Seagrass Image Classification (Binti Mohd Nawayai, Farah Afifah; Noman, Md Kislu; Islam, Syed MS; Mian, Riaz-ul-haque*)

134. Enhancing Multimodal Information Extraction from Visually Rich Documents with 2D Positional Embeddings (Arshad, Aresha; Moetesum, Momina*; Ul-Hasan, Adnan; Shafait, Faisal)

140. A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection (Long, Zekun; Zia, Ali; Nelis, Joost; Rolland, Vivien; Zhou, Jun*)

145. Multimodal 3D Image Registration for Mapping Brain Disorders (Mahmood, Hassan; Iqbal, Asim*; Islam, Syed MS)

158. OSMGE: One-Shot Multiscale Geometric Encoding for Texture Segmentation in 3D Meshes (Ganapathi, Iyyakutti Iyappan*; Ali, Syed Sadaf; Gour, Neha; Javed, Sajid; Werghi, Naoufel)

164. Unsupervised Nonlinear Deformable Registration Network for 4D CT Lung Imaging (Iqbal, Muhammad Zafar*; Ulhaq, Anwaar; Razzak, Imran)

172. Automated Road Extraction and Centreline Fitting in LiDAR Point Clouds (Wang, Xinyu*; Ibrahim, Muhammad; Mansoor, Atif bin; Tareque, Hasnein; Mian, Ajmal)

Foyer of Scarborough Hall and Cottesloe Rooms, Novotel Perth Murray Street
10:45-11:15 Industry Short Talks
DSTG, Illuminance Solutions, TCC

Session Chair: Assoc/Prof Duc-Son Pham (Curtin University)

Session Co-Chair: Dr Muhammad Bilal Sheikh (Molycop)

Scarborough Hall, Novotel Perth Murray Street
11:15-12:00

Industry Panel Discussion
Where would you like to see digital imaging in the next ten years?

Panellists:Prof Michael Milford (QUT), Prof Paulo De Souza (ECU), Mr Jason De Silveira (Nexis), Dr. Jason Dowling (Team Leader, Medical Image Analysis, CSIRO)

Moderator: Assoc/Prof Duc-Son Pham (Curtin University)

Scarborough Hall, Novotel Perth Murray Street
12:00-12:30 Lunch Foyer of Scarborough Hall, Novotel Perth Murray Street
12:30-13:30

Industry Expo

Session Chair: Assoc/Prof Duc-Son Pham (Curtin University)

Session Co-Chairs: Dr Muhammad Bilal Sheikh (Molycop) and Mr James Hill (Singular Health)

Foyer of Scarborough Hall and Cottesloe Rooms
13:30-15:15

Oral Session 7 - Remote Sensing and Other Image Analysis Applications (11 papers)

Session Chair: Assoc/Prof Martin Masek (ECU)

Session Co-Chair: Dr Anwaar UL-Haq (Central Queensland University)

7 CEM-DIT: Context Entropy Model with Dual Interactive Transformer for Point Cloud Geometry Compression (Wang, Xinjie; Zhang, Yifan; Xu, Ke; Wan, Jianwei; Guo, Yulan; Wang, Hanyun*)

15 TemporalSwin-FPN Net: A Novel Pipeline for Metadata-Driven Sequence Classification in Camera Trap Imagery (Muhammad, Sameeruddin*; Xiang, Wei; Mann, Scott; Han, Kang; Nair, Supriya)

47 Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands (Wang, Haitian*; Ibrahim, Muhammad; Miao, Yumeng; Severtson, Dustin; Mansoor, Atif bin; Mian, Ajmal)

48 Efficient Atmospheric Correction for Onboard Processing Using Knowledge Distillation and Model Compression (Zhang, Miaohua*; Cheraghian, Ali; Qin, Yi; Benn, David J; Rollan, Therese Anne; Habili, Nariman)

88 Addressing Limitations of Common Methods in Attention-based Hyperspectral Band Selection Algorithms (Rahman, Mohammad*; Teng, Shyh Wei; Murshed, Manzur; Paul, Manoranjan; Brennan, David)

95 CAMVOS: Leveraging Context and Memory for Advanced Video Object Segmentation (Arshid, Waqas*; Awrangjeb, Mohammad; Liew, Alan; Gao, Yongsheng)

111 Multimodal Land Use Classification: Harnessing HSI and LiDAR Integration (Zia Ur Rehman, Muhammad*; Islam, Syed MS; Ulhaq, Anwaar; Janjua, Naeem; Blake, David)

112 Paraconsistent Abductive Learning for Processing Inconsistent Information (Liu, Bodan*; Tanaka, Koji; Hossain, Md Zakir)

125 Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement (Ramzan, Muhammad Umer*; Zia, Ali; Khamis, Abdelwahed; Elgharabawy, Ayman; Liaqat, Ahmad; Ali, Usman)

176 Maize EfficientNet Fusion: Advancing Maize Disease Detection with MF-NET (Khalid, Fatima; Hanif, Muhammad*; ulAin, Qurat)

Scarborough Hall , Novotel Perth Murray Street
15:15-15:45

Afternoon Tea and Poster Session 4

Session Chair: Assoc/Prof Hossein Rahmani (Lancaster University)

Session Co-Chair: Dr Zulqarnain Gilani (ECU)

87 Domain Adversarial SegFormer Bergemann, Moritz; Singha, Tanmay*; Pham, Duc-Son; Krishna, Aneesh

90 Enhancing Semantic Segmentation with Synthetic Image Generation: A Novel Approach Using Stable Diffusion and ControlNet Bevacqua, Austin; Singha, Tanmay*; Pham, Duc-Son

92 360-degree Point Cloud Compression with Adaptive Rate Control Optimisation for Regions of Interest Nabil, Rashidul Hasan*; Murshed, Manzur; Paul, Manoranjan; Luo, Wei

102 Leveraging the cuboidal partitioning for low complexity CTU structure prediction in versatile video coding Islam, Md. Zahirul; Redoy, Tanvir Ahmed; Ahmmed, Ashek*; Paul, Manoranjan; Murshed, Manzur

117 Wheat Rust Disease Segmentation from Ground Imagery Anwar, Hirra*; Khan, M. Jawad; Fayyaz, Muhammad; Mian, Ajmal; Shafait, Faisal

122 Attention Based Simple Primitives for Open World Compositional Zero-Shot Learning Munir, Ans*; Qureshi, Faisal Z; Khan, Muhammad Haris; Ali, Mohsen

128 Improved Safety and 3D Scanning with Human-Robot Collaboration Wright, Madison; Nam, Karlym; Tong, Jinguang; Muthu, Sundaram; Andersson, Lars; Nguyen, Chuong*

133 EQCNN: Enhanced Remote Sensing Imagery Classification with Circuit-Based Error-Corrected Quantum Convolutional Neural Networks Zaman, Muhammad*

149 Retinal Image Registration with Haar-Optimized Local Binary Descriptors for Bifurcation Points Islam, Tazul; SAHA, SAJIB K*; Li, Sirui; Rahaman, G M Atiqur; Wong, Kok Wai; Frost, Shaun

167 ShadowNets: Efficient and Accurate Face Recognition for Resource-Constrained Devices Mirza, Inzela; Iqbal, Shahzaib; Alshammari, Bandar; Alhaqbani, Bandar; Khan, Tariq M; Razzak, Imran*

169 WaveSamba: A Wavelet Transform SSM Zero-Shot Depth Estimation Decoder Hou, Boxue*; Long, Zekun; Wu, Yonghao; Chen, Yezhou; Zhou, Zhou; Ji, Xiaoyun; Wang, Yuxiang; Chen, Lin

173 Knee Joint Health Care Monitoring System using AI and IoT - Classification Approach M, Manoj Kumar*; Kishore Kumar, T

Foyer of Scarborough Hall and Cottesloe Rooms, Novotel Perth Murray Street
15:45-16:00 Conference Closing Remarksz
Thank You & Farewell
Conference Chair, Dr Shams Islam
Scarborough Hall, Novotel Perth Murray Street
16:00 Conference Close