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ORCID25th DICTA 2024: Perth, Australia
- International Conference on Digital Image Computing: Techniques and Applications, DICTA 2024, Perth, Australia, November 27-29, 2024. IEEE 2024, ISBN 979-8-3503-7903-7
- Qi Zhong, Yun Ye, Xian-Feng Han:
EFITFormer: Enhanced Feature Interaction Transformer for 3D Point Cloud Understanding. 1-8 - Uchitha Rajapaksha
, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel:
Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields. 9-16 - Zhixuan Gu, Sheng Ao, Minglin Chen, Yan Liu, Ye Zhang, Yulan Guo:
Unified Retrieval and Reranking Paradigm for Aerial-Ground Cross-Source 3D Place Recognition. 17-24 - Pasa Ciceklidag, Muhammad Ibrahim, Haitian Wang, Yumeng Miao, Jin B. Hong, Ghulam Mubashar Hassan, Ajmal S. Mian:
High-Definition 3D Point Cloud Mapping of the City of Subiaco in Western Australia. 25-32 - Yexing Xu, Minglin Chen, Longguang Wang, Ye Zhang, Yulan Guo:
Warp Consistent Neural Radiance Fields for Sparse Novel View Synthesis. 33-39 - Zeji Hui, Weiqin Chuah, Amirali Khodadadian Gostar, Alireza Bab-Hadiashar, Ruwan B. Tennakoon:
LAF-NeRF: Learning Artifact-Free Neural Radiance Fields from Un-Curated Image Collections with Corruptions. 40-46 - Matthieu Delmas, Renaud Séguier:
LatentForensics: Towards Frugal Deepfake Detection in the StyleGAN Latent Space. 47-53 - Miaohua Zhang, Rodrigo Santa Cruz, Yulia Arzhaeva, Xun Li, Brendan Do, Jeremy Oorloff, Mohammad Ali Armin, Zeeshan Hayder, David Ahmedt-Aristizabal:
Point-Supervised Seagrass Segmentation for 3D Underwater Habitat Mapping. 54-61 - Melvin Hartley, Nigel Brand, Christabel Brand, Melinda Hodkiewicz:
Characterising Heavy Mineral Concentrate Grain Morphology and Mineralogy with Computer Vision. 62-69 - Qi Bing, Chaoyi Zhang, Weidong Cai:
DeepIcon: A Hierarchical Network for Layer-Wise Icon Vectorization. 70-77 - Edwin Kwadwo Tenagyei, Yongsheng Gao, Andrew Lewis, Nick Nikzad, Jun Zhou:
LinCNNFormer: Hybrid Linear Vision Transformer Based on Convolution Neural Network and Linear Attention. 78-84 - Muhammad Umer Ramzan, Ali Zia, Abdelwahed Khamis, Ayman Elgharabawy, Ahmad Liaqat, Usman Ali:
Locally-Focused Face Representation for Sketch-to-Image Generation Using Noise-Induced Refinement. 85-92 - Muhammad Sohail Danish, Javed Iqbal, Mohsen Ali, M. Saquib Sarfraz, Salman H. Khan, Muhammad Haris Khan:
Perturbing Dominant Feature Modes for Single Domain-Generalized Object Detection. 93-100 - Avraham Chapman, Haiming Xu, Lingqiao Liu:
Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization. 101-108 - Vinith Kugathasan, Honglu Zhou, Zachary Izzo, Gayal Kuruppu, Sanoojan Baliah, Muhammad Haris Khan:
Matching Confidences and Softened Target Occurrences for Calibration. 109-116 - Jianyu Zhao, Yukun Wang, Ye Zhang, Hanyun Wang, Yulan Guo:
Uncertainty-Aware Cross-Modality Fusion for Visible-Infrared Object Detection. 117-125 - Javier Ureña Santiago, Thomas Ströhle, Antonio Rodríguez-Sánchez, Ruth Breu:
Vision Transformers for Weakly-Supervised Microorganism Enumeration. 126-133 - Tobias Ziegler, Marcel Müller, Abdelmajid Khelil:
ESCal: Efficient and Scalable Calibration of Camera Networks Using a Top View. 134-141 - Rahm Ranjan, David Ahmedt-Aristizabal, Mohammad Ali Armin, Juno Kim:
Developing Normative Gait Cycle Parameters for Clinical Analysis Using Human Pose Estimation. 142-149 - Adnan Munir, Abdul Jabbar Siddiqui, Aoubaida M. Al Sabbagh:
DustRobust-YOLO: Enhanced UAV Detection in Dusty Conditions. 150-157 - Sharjeel Tahir, Nima Mirnateghi, Syed Afaq Ali Shah, Ferdous Sohel:
DEER: Deep Emotion-Sets for Fine-Grained Emotion Recognition. 158-165 - Jiahao Ma, Jinguang Tong, Shan Wang, Zicheng Duan, Chuong Nguyen:
Voxelized 3D Feature Aggregation for Multiview Detection. 166-173 - Khalil Mathieu Hannouch, Stephan K. Chalup:
Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below. 174-181 - Banu Wirawan Yohanes, Philip Ogunbona, Wanqing Li:
Joint Task of Image Segmentation and Classification for Object Detection. 182-189 - Zhongsui Guo, Bahman Javadi, Sonit Singh, Arcot Sowmya:
Masked-Enhanced Food Segment Anything Model for Automatic Dietary Intake Monitoring. 190-197 - Heui Yeon Bae, Morteza Saberi, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Ali Cheraghian, S. Mojtaba Golzan:
Enhancing Glaucoma Diagnosis through Vision-Language Models and Large Language Model Descriptions. 198-205 - Mohsin Ali, Haider Raza, John Q. Gan, Muhammad Haris:
Integrating Spatial Information into Global Context: Summary Vision Transformer (S-ViT). 206-213 - Mahrukh Siddiqui, Shahzaib Iqbal, Bandar Alhaqbani, Bandar AlShammari, Tariq Mahmood Khan, Imran Razzak:
A Robust Algorithm for Contactless Fingerprint Enhancement and Matching. 214-220 - Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra:
Evidence-Aware Multi-Modal Data Fusion and its Application to Total Knee Replacement Prediction. 221-228 - Maryam Mehdizadeh, Cara MacNish, David Alonso-Caneiro, Ashley Gillman, Sajib Saha, Fred K. Chen:
Improving OCT Image Reconstruction Through Multi-Input GANs with Gated Attention. 229-237 - Md. Zakir Hossain, Patrick Buckley, Himadri Shekhar Mondal, Md. Rakibul Hasan, Tom Gedeon:
Predicting and Staging Hepatocellular Carcinoma from Contrast CT Scans. 238-243 - Sonit Singh, Gordon N. Stevenson, Brendan Mian, Alec Welsh, Arcot Sowmya:
Automatic Segmentation of Human Placenta from 3D Multimodal Ultrasound Data. 244-251 - Amrijit Biswas, Md. Zakir Hossain, Yan Yang, Syed Mohammed Shamsul Islam, Tom Gedeon, Shafin Rahman:
Domain Adaptation for Classifying Spontaneous Smile Videos. 252-259 - Md Mustakim Musully Pias, Tarek Hasan Al Mahmud, Md Shafiqul Islam, Khandaker Takdir Ahmed, Mohammed Jashim Uddin, Md. Alamgir Hossain, Md Zahidul Islam:
Deep Neural Network Based Adaptive Beamforming for Real-Time Speech Enhancement. 260-267 - Yuxiang An, Dongnan Liu, Weidong Cai:
Multi-Source Unsupervised Domain Adaptation for Neuron Membrane Segmentation via Feature Enhancement. 268-275 - Yiran Shi, Xiaona Yang, Xuefeng Zhou, Jun Zhou, Bo Ding:
Multi-Branch Instance Segmentation of Cervical Cells. 276-283 - Namrah Rehman, Ahmad Khan, Zia Ur Rehaman:
Parameter-Efficient Diabetic Retinopathy Grading with LoRA-Based Fine-Tuning of Vision Foundational Models. 284-291 - Mohammad Javad Shokri, Nandakishor Desai, Aravinda S. Rao, Angelos Sharobeam, Bernard Yan, Marimuthu Palaniswami:
Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification. 292-299 - Yiheng Lyu, Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Girish Dwivedi:
Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation. 300-307 - Maryam Mehdizadeh, Janardhan Vignarajan, Ashu Gupta, Sajib Saha:
A Fully Automated System for Localization and Classification of Foot Bones in X-Rays. 308-312 - Shahzaib Iqbal, Muhammad Zeeshan, Mehwish Mehmood, Tariq Mahmood Khan, Imran Razzak:
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation. 313-320 - Hassan Mahmood, Farah Nawar, Syed Mohammed Shamsul Islam, Asim Iqbal:
NeuroAtlas: An Artificial Intelligence-Based Framework for Annotation, Segmentation and Registration of Large Scale Biomedical Imaging Data. 321-327 - Yue Xia, Yuan Yuan, Euijoon Ahn, Jinman Kim:
Multi-Phase and Hierarchical Unsupervised Learning Framework for Glioblastoma Sub-Region Segmentation in MRI Sequences. 328-333 - Xuesong Li, Zeeshan Hayder, Ali Zia, Connor Cassidy, Shiming Liu, Warwick Stiller, Eric A. Stone, Warren Conaty, Lars Petersson, Vivien Rolland:
MMCBE: Multi-Modality Dataset for Crop Biomass Estimation and Beyond. 334-342 - Abdul Hannan Khan, Syed Tahseen Raza Rizvi, Dheeraj Varma Chittari Macharavtu, Andreas Dengel:
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving. 343-350 - Mona Alzahrani, Muhammad Usman, Randah Alharbi, Saeed Anwar, Ajmal Mian, Tarek Helmy:
3D Object Classification with Selective Multi-View Fusion and Shape Rendering. 351-358 - Muhammad Usman, Abdullah Almulhim, Mohammad Alaseri, Mona Alzahrani, Hamzah Luqman, Saeed Anwar:
Sketch-to-3D: Transforming Hand-Sketched Floorplans into 3D Layouts. 359-366 - Zilong Chen, Shengyun Zhao, Rui Zhong:
An Automatically Annotated Spacecraft Intelligent Perception Dataset Based on Segment Anything Model. 367-373 - Sonain Jamil, Kasem Amnuayrotchanachinda, Mengstab Abadi Amare:
LightDepthMagic: An Advanced Deep Learning and Computer Vision Framework for Realistic 3D Object Embedding in RGB Images. 374-381 - Syed Tahseen Raza Rizvi, Abdul Hannan Khan, Andreas Dengel:
DTA: Detect Them All for Safe and Reliable Autonomous Driving. 382-388 - Donghao Qiao, Farhana H. Zulkernine, Aman Anand:
CoBEVFusion Cooperative Perception with LiDAR-Camera Bird's Eye View Fusion. 389-396 - Liyana Wijayathunga, Dulitha Dabare, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam:
OUTBACK: A Multimodal Synthetic Dataset for Rural Australian Off-road Robot Navigation. 397-402 - Zhiheng Tang, Chuong Nguyen, Sundaram Muthu:
Dynamic SLAM Using Video Object Segmentation: A Low Cost Setup for Mobile Robots. 403-410 - Saif Ur Rehman Khan, Zia Khan, Md. Zakir Hossain, Nicanor Mayumu, Farhana Yasmin, Younas Aziz:
Boosting the Prediction of Brain Tumor Using Two Stage BiGait Architecture. 411-418 - Mahdi Heravian Shandiz, David Alonso-Caneiro, Scott A. Read, Michael J. Collins:
A Variational Autoencoder Approach for Blink Detection in Mobile Eye Tracking Devices. 419-426 - Boyuan Tan, Yuxin Xue, Lei Bi, Jinman Kim:
A Reverse Method of Data Augmentation for High Quality PET Image Synthesis. 427-434 - Kh Tohidul Islam, Syed Mohammed Shamsul Islam, Md. Moniruzzaman, Abdul Ihdayhid:
A Hybrid Transformer-Deep Learning Model for Improved Cardiac MRI Left Ventricle Segmentation. 435-441 - Samaneh Hashemi, David Alonso-Caneiro, Michael J. Collins, Scott A. Read, Zhiyong Li:
Speckle Feature Classification for Optical Coherence Tomography Flow Rate Assessment. 442-448 - Mohammad Belal, Taimur Hassan, Abdelfatah Hassan, Nael Alsheikh, Noureldin Elhendawi, Irfan Hussain:
Integrating Features for Recognizing Human Activities through Optimized Parameters in Graph Convolutional Networks and Transformer Architectures. 449-453 - Md Rakibul Islam, Abdullah Nazib, Riad Hassan, Abu Rumman Refat, Kien Nguyen Thanh, Clinton Fookes, Md Zahidul Islam:
Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI. 454-461 - Meng Li, Chaoyi Li, Can Peng, Brian C. Lovell:
Unified Framework for Histopathology Image Augmentation and Classification via Generative Models. 462-469 - Pronab Sarker, Anirudh Atmakuru, Subrata Chakraborty, Manoranjan Paul, Prabal Datta Barua, Biswajeet Pradhan:
Leveraging Convolutional Neural Networks for Precise Diagnosis of Autism Through Transfer Learning and Ensemble Model. 470-476 - Darren Chong, Sonit Singh, Arcot Sowmya:
Spectrogram-Based Imagification Applying Deep Learning on Omics Data. 477-484 - Afsah Saleem, Muhammad Sulman, Arooba Maqsood, Shiraz Bashir, Syed Zulqarnain Gilani:
Deep-Attention Feature Fusion Network for Automated Diagnosis of Diabetic Retinopathy Using Fundus Photographs. 485-492 - Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Improving Medical Image Classification via Representation Fusion and Contrastive Learning. 493-499 - Jing-Hong Liu, Yi Chen, Zer-Wei Lee, Chih-Yuan Hsu, Yu-Lun Yen, Pei-Yung Hsiao, Li-Chen Fu:
Enhancing Lightweight Face Information Detection Network with Multi-Clue Interaction and Part-Aware Supervision. 500-507 - Yaping Jing, Di Shao, Shang Gao, Xuequan Lu:
3D Face Recognition on Low-Quality Data via Dual Contrastive Learning. 508-514 - Muhammad Zeshan Alam, Javeria Shabbir, M. Umair Mukati:
Light Field Resolution Enhancement Framework. 515-521 - Chayan Mondal, Duc-Son Pham, Tele Tan, Tom Gedeon, Ashu Gupta:
Pursuing an Effective Vision Encoder for Enhancing Explainable X-Ray Report Generation. 522-529 - Wafa Qaiser Khan, Michael B. Farrar, Mohammad Awrangjeb, Shahla Hosseini Bai, Stephen J. Trueman, Helen M. Wallace, Tarran E. Richards, Waqas Arshid:
Assessment of Macadamia Nutrients Using Hyperspectral Data and Machine Learning. 530-537 - Felix Obunguta, Souvikhane Hanpasith, Kotaro Sasai, Kiyoyuki Kaito:
Segregation Method for Pothole and Manhole Features Segmented in Pavement Smartphone Images Through Deep Learning. 538-544 - Nima Mirnateghi, Syed Mohammed Shamsul Islam, Syed Afaq Ali Shah:
Towards Explainability of Affordance Learning in Robot Vision. 545-552 - Farah Afifah Binti Mohd Nawayai, Md Kislu Noman, Syed Mohammed Shamsul Islam, Riaz-ul-haque Mian:
Hierarchical Active Learning for Efficient Semi-Supervised Seagrass Image Classification. 553-560 - Aresha Arshad, Momina Moetesum, Adnan Ul-Hasan, Faisal Shafait:
Enhancing Multimodal Information Extraction from Visually Rich Documents with 2D Positional Embeddings. 561-568 - Zekun Long, Ali Zia, Jordi Nelis, Vivien Rolland, Jun Zhou:
A New Hyperspectral Unmixing Benchmark for Weak Signal Meat Contamination Detection. 569-576 - Hassan Mahmood, Syed Mohammed Shamsul Islam, Asim Iqbal:
Multimodal 3D Image Registration for Mapping Brain Disorders. 577-582 - Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Neha Gour, Naoufel Werghi:
OSMGE: One-Shot Multiscale Geometric Encoding for Texture Segmentation in 3D Meshes. 583-592 - Muhammad Zafar Iqbal, Anwaar Ulhaq, Imran Razzak:
Unsupervised Nonlinear Deformable Registration Network for 4D CT Lung Imaging. 593-599 - Xinyu Wang, Muhammad Ibrahim, Atif Bin Mansoor, Hasnein Tareque, Ajmal Mian:
Automated Road Extraction and Centreline Fitting in LiDAR Point Clouds. 600-607 - Xinjie Wang, Yifan Zhang, Ke Xu, Jianwei Wan, Yulan Guo, Hanyun Wang:
CEM-DIT: Context Entropy Model with Dual Interactive Transformer for Point Cloud Geometry Compression. 608-615 - Sameeruddin Muhammad, Wei Xiang, Scott Mann, Kang Han, Supriya Nair:
TemporalSwin-FPN Net: A Novel Pipeline for Metadata-Driven Sequence Classification in Camera Trap Imagery. 616-623 - Haitian Wang, Muhammad Ibrahim, Yumeng Miao, Dustin Severtson, Atif Bin Mansoor, Ajmal S. Mian:
Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands. 624-631 - Miaohua Zhang, Ali Cheraghian, Yi Qin, David Benn, Therese Rollan, Nariman Habili:
Efficient Atmospheric Correction for Onboard Processing Using Knowledge Distillation and Model Compression. 632-639 - Mohammad Arifur Rahman, Shyh Wei Teng, M. Manzur Murshed, Manoranjan Paul, David Brennan:
Addressing Limitations of Common Methods in Attention-Based Hyperspectral Band Selection Algorithms. 640-647 - Waqas Arshid, Mohammad Awrangjeb, Alan Wee-Chung Liew, Yongsheng Gao:
CAMVOS: Leveraging Context and Memory for Advanced Video Object Segmentation. 648-654 - Muhammad Zia Ur Rehman, Syed Mohammed Shamsul Islam, Anwaar Ulhaq, Naeem Janjua, David Blake:
Multimodal Land Use Classification: Harnessing HSI and LiDAR Integration. 655-661 - Bodan Liu, Koji Tanaka, Md. Zakir Hossain:
Paraconsistent Abductive Learning for Processing Inconsistent Information. 662-669 - Fatima Khalid, Muhammad Hanif, Qurat Ul Ain:
Maize EfficientNet Fusion: Advancing Maize Disease Detection with MF-NET. 670-676 - Moritz Bergemann, Tanmay Singha, Duc-Son Pham, Aneesh Krishna:
Domain Adversarial SegFormer. 677-684 - Austin Bevacqua, Tanmay Singha, Duc-Son Pham:
Enhancing Semantic Segmentation with Synthetic Image Generation: A Novel Approach Using Stable Diffusion and ControlNet. 685-692 - Rashidul Hasan Nabil, M. Manzur Murshed, Manoranjan Paul, Wei Luo:
360-Degree Point Cloud Compression with Adaptive Rate Control Optimisation for Regions of Interest. 693-699 - Md. Zahirul Islam, Tanvir Ahmed Redoy, Ashek Ahmmed, Manoranjan Paul, M. Manzur Murshed:
Leveraging the Cuboidal Partitioning for Low Complexity CTU Structure Prediction in Versatile Video Coding. 700-705 - Hirra Anwar, Muhammad Jawad Khan, Muhammad Fayyaz, Ajmal Saeed Mian, Faisal Shafait:
Wheat Rust Disease Segmentation from Ground Imagery. 706-713 - Ans Munir, Faisal Z. Qureshi, Muhammad Haris Khan, Mohsen Ali:
Attention Based Simple Primitives for Open-World Compositional Zero-Shot Learning. 714-721 - Madison Wright, Karlym Nam, Jinguang Tong, Sundaram Muthu, Lars Andersson, Chuong Nguyen:
Improved Safety and 3D Scanning with Human-Robot Collaboration. 722-729 - Muhammad Zaman, Tanzila Kehkashan, Adnan Akhunzada, Hashem Alaidaros, Mueen Uddin, Muhammad Azeem:
EQCNN: Enhanced Remote Sensing Imagery Classification with Circuit-Based Error-Corrected Quantum Convolutional Neural Networks. 730-737 - Boxue Hou, Zekun Long:
WaveSamba: A Wavelet Transform SSM Zero-Shot Depth Estimation Decoder. 738-744 - Sarder Tazul Islam, Sajib Saha, Sirui Li, G. M. Atiqur Rahaman, Kok Wai Wong, Shaun Frost:
Retinal Image Registration with Haar-Optimized Local Binary Descriptors for Bifurcation Points. 745-751 - Inzela Mirza, Shahzaib Iqbal, Bandar Alhaqbani, Bandar AlShammari, Tariq Mahmood Khan, Imran Razzak:
ShadowNets: Efficient and Accurate Face Recognition for Resource-Constrained Devices. 752-758 - Manoj Kumar M, T. Kishore Kumar:
Knee Joint Health Care Monitoring System using AI and IoT - Classification Approach. 759-763
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