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24th DICTA 2023: Port Macquarie, Australia
- International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, Port Macquarie, Australia, November 28 - Dec. 1, 2023. IEEE 2023, ISBN 979-8-3503-8220-4
- Pranav Pativada, Zeeshan Hayder, Ali Zia, Nick Barnes:
Contrastive-Aware ViT for Weakly Supervised Semantic Segmentation. 1-8 - Abdul Qayyum, Moona Mazher, Imran Razzak
, Steven A. Niederer:
Multiscale Kernel Atrous Convolution Network for Segmentation of Myocardium. 9-15 - Pengcheng Zhang, Xiao Bai, Jin Zheng, Xin Ning:
Towards Fully Decoupled End-to-End Person Search. 16-23 - Lutfun Nahar, Md. Saiful Islam, Mohammad Awrangjeb, Rob Verhoeve, Gervase Tuxworth
DeepCornerNet: A Deep Learning Approach for Automated Corner Grading in Trading Cards. 24-31 - Yuhao Lin, Haiming Xu, Lingqiao Liu, Jinan Zou, Javen Shi:
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation. 32-40 - Yixiong Shi, Chenyu Wang
Understanding the Role of Saliency Maps for Biomarker Research in 3D Medical Imaging Classification. 41-48 - Shenyang Qian, Maurice Pagnucco, Yang Song:
Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation. 49-56 - Wenhua Wu, Kun Hu, Wenxi Yue, Wei Li, Milena Simic, Changyang Li, Wei Xiang, Zhiyong Wang:
Self-Supervised Multimodal Fusion Network for Knee Osteoarthritis Severity Grading. 57-64 - Chaoyi Li
Uncertainty-Guided Cross-Modality Semi-Supervised Learning for MRI Segmentation. 65-72 - Joren Regan, Chaki Ramesh
Semantic Segmentation for Improved Cell Nuclei Analysis. 73-80 - M. Sakib Osman Eshan, Md. Naimul Huda Nafi, A. F. M. Nazmus Sakib, Mehedi Hasan Emon, Md. Tanzim Reza, Mohammad Zavid Parvez
Byzantine-Resilient Federated Learning Leveraging Confidence Score to Identify Retinal Disease. 81-88 - Hamish Pratt, Bernard J. E. Evans, Ian D. Reid, Steven D. Wiederman:
Ball Detection for a Lightweight Mobile Platform. 89-96 - Tingting Yao, Bo Zhang, Yuan Gao, Yuxin Ren, Zhiyong Wang:
A Feature Enhanced Scale-adaptive Convolutional Network for Ship Detection in Maritime Surveillance*. 97-104 - Ali Ebrahimi
PiGPDS: Perspective Independent Ground Plane Detection and Segmentation for Complex 3D Indoor Scenes. 105-112 - Pengcheng Zhang, Xiaohan Yu, Xiao Bai, Jin Zheng, Xiaoyu Wu, Yongsheng Gao:
Diving into Continual Ultra-fine-grained Visual Categorization. 113-120 - Dylan Peek, Matthew P. Skerritt, Stephan K. Chalup:
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data. 121-128 - Ugochukwu Ejike Akpudo
What EXACTLY are We Looking at?: Investigating for Discriminance in Ultra-Fine-Grained Visual Categorization Tasks. 129-136 - Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. 137-144 - Basim Azam
A Novel Graph-based Framework for Explainable Image Classification: Features That Matter. 145-151 - Dristi Datta, Manoranjan Paul
Novel Dry Soil and Vegetation Indices to Predict Soil Contents from Landsat 8 Satellite Data. 152-159 - Tariq Mahmood Khan, Muhammad Arsalan
Feature Enhancer Segmentation Network (FES-Net)for Vessel Segmentation. 160-167 - Sundaram Muthu
Towards End-to-End Automatic Insect Handling and Insect Scanning. 168-175 - Nan Xu
Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. 176-183 - Nhung Thi Hong Nguyen, Lihong Zheng:
Look for Tiny Rosettes from Drone Imagery. 184-188 - Shuchang Shen, Sachith Seneviratne, Xinye Wanyan, Michael Kirley:
FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning. 189-196 - Yue Cao, Hongdong Li:
DiffSDF: Learning Implicit Surface from Noisy Point Clouds. 197-204 - Olivia Dry, Sundaram Muthu
IQScan: Automatic Insect Loading and 3D Scanning. 205-211 - Ryan Faulkner, Luke Haub, Simon Ratcliffe, Ian D. Reid, Tat-Jun Chin:
Semantic Segmentation on 3D Point Clouds with High Density Variations. 212-222 - Zhe Luo, Wenjing Jia
Transformer-based Geometric Point Cloud Compression with Local Neighbor Aggregation. 223-228 - Zhenglin Wang, Kerry B. Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin:
Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. 229-236 - Prabath Hetti Mudiyanselage, Ruwan B. Tennakoon, John Thangarajah, Robert Ware, Jason H. Callahan, Lucy Vivash:
Preliminary Study of Pseudo-PET Image Synthesis of Glucose Metabolism from Early-Phase PET Images of an Uncorrelated Radiotracer. 237-244 - Fatima Al Zegair, Chantal Rutjes, Brigid Betz-Stablein, Zongyuan Ge, H. Peter Soyer, Shekhar S. Chandra
Suspicious Naevi Classification Using Auxiliary Classifier Generative Adversarial Network. 245-250 - Shuchang Ye, Mingyuan Meng
Semantic-Driven Global-Local Cooperative Contrastive Learning for Medical Report Generation. 251-257 - Jiafu Hao, Son Lam Phung, Yang Di
Enhanced Experience Replay for Class Incremental Continual Learning. 258-264 - Thanh Tuan Nguyen, Thanh Phuong Nguyen:
Assembling Extra Features with Grouped Pointwise Convolutions for MobileNets. 265-272 - Renuka Sharma, Hengcan Shi, Jianfei Cai, Suyash P. Awate, Nick Birbilis:
Deep Semi-supervised Anomaly Detection Using VQ-VAE. 273-280 - Xiaowei Lu, Xiaohan Yu, Kanqi Wang, Ying Wang, Peiyu Wang, Gang Liu, Yang Zhao, Yunhui Xiang, Yongsheng Gao, Xiaoyu Wu:
SupCon-ViT: Supervised contrastive learning for ultra-fine-grained visual categorization. 281-288 - Nafisa Nawer, Md. Shakiful Islam Khan, Md Tanzim Reza, Mohammad Zavid Parvez
Improving Non-Invasive Brain Tumor Categorization using Transformers on MRI Data. 289-295 - Ghazal Bargshady
Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. 296-303 - Md. Ershadul Haque, Manoranjan Paul
Enhancing Image Representation and Compression: An Innovative Nz-Nqer Framework With Block Truncation Quantum Coding. 304-311 - Md Akizur Rahman, Sonit Singh
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. 312-319 - Caitlin Day, Andrew Busch
Automatic Detection of Sugarcane Billet Nodes and Eyes Using Machine Vision. 320-324 - Khondaker Tasrif Noor
A Bottom-Up Capsule Network for Hierarchical Image Classification. 325-331 - Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier
Manipulating Medical Image Translation with Manifold Disentanglement. 332-339 - Md. Ershadul Haque, Manoranjan Paul
Analysis and Prediction of Heart Stroke Using Lstm Deep Learning Approach. 340-347 - Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian:
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. 348-355 - Jieming Zhou, Tong Zhang, Pengfei Fang, Lars Petersson, Mehrtash Harandi:
Feature Correlation Aggregation: on the Path to Better Graph Neural Networks. 356-363 - Waqas Uzair, Douglas Chai
Automated Netlist Generation from Offline Hand-Drawn Circuit Diagrams. 364-370 - Zhiyuan Li, Dongnan Liu, Weidong Cai:
Multi-modal Domain Adaptation for Text Visual Question Answering Tasks. 371-378 - Louisa Canepa, Sonit Singh
Visual Question Answering in the Medical Domain. 379-386 - Chayan Mondal, Duc-Son Pham, Tele Tan, Tom Gedeon, Ashu Gupta:
Transformers Are All You Need to Generate Automatic Report from Chest X-ray Images. 387-394 - Tauseef Tajwar, Muftiqur Rahman, Taukir Azam Chowdhury, Sabbir Ahmed, Moshiur Farazi, Md. Hasanul Kabir:
Improving Zero-Shot Semantic Segmentation using Dynamic Kernels. 395-402 - Shanaka Ramesh Gunasekara, Wanqing Li, Jie (Jack) Yang
Joint Temporal Pooling for Improving Skeleton-based Action Recognition. 403-410 - Siyi Yu, Wei Luo
Learning Stable Task-Level Manifold for Few-Shot Learning. 411-417 - Fahimul Hoque Shubho, Townim Faisal Chowdhury, Ali Cheraghian, Morteza Saberi
ChatGPT-guided Semantics for Zero-shot Learning. 418-425 - Chak Fong Chong, Xinyi Fang
On the Correlations between Performance of Deep Networks and Its Robustness to Common Image Perturbations in Medical Image Interpretation. 426-433 - Xuwei Xu, Sen Wang
Plug n' Play Channel Shuffle Module for Enhancing Tiny Vision Transformers. 434-440 - Muhammad Zafar Iqbal, Imran Razzak
Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities. 441-447 - Yi-Shan Lai, Yi Chen, Li-Chen Fu, Pei-Yung Hsiao, Yu-Chieh Wang:
FIN: A Deep Multi-task Model for Face Information Detection. 448-455 - Cheng Jiang, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain:
MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network. 456-463 - Saqib Nazir, Cristian Damian
Self-supervised Defocus Map Estimation and Auxiliary Image Deblurring Given a Single Defocused Image. 464-470 - Li Wei, Barton Wixted, Caitlin Day, Xiaohan Yu, Andrew Busch
A Novel Quality Control System of Sugarcane Billet Using Machine Vision. 471-477 - Akib Mashrur, Wei Luo
Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. 478-485 - Asim Khan
Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery. 486-493 - Quang Dang Huynh, Joel Dedini, David D. Rowlands, Andrew Busch
AI Enhanced Resistance Training: Segmentation and Velocity Tracking Using Computer Vision. 494-500 - Nima Mirnateghi
Deep Bayesian Image Set Classification Approach for Defense against Adversarial Attacks. 501-508 - Yike Wu, Litao Yu, Jian Zhang
Adaptive Local Feature Matching for Few-shot Fine-grained Image Recognition. 509-515 - Md. Ershadul Haque, Manoranjan Paul
Rice Leaf Disease Detection and Classification Using Shallow Trained Yolov7 Active Deep Learning Approach. 516-522 - Weihao Li, Moshiur Farazi, Jie Hong, Lars Petersson:
REIN: Reusing ImageNet to Improve Open-set Object Detection. 523-530 - Jerome Williams, Ben Yip, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly:
Contrastive Learning for Ship Classification Using Real and Complex SAR Imagery. 531-538 - Khan Md. Hasib, Md. Atiqur Rahman, Mustavi Ibne Masum
Bengali News Abstractive Summarization: T5 Transformer and Hybrid Approach. 539-545 - Mohamed E. Fathy, Samer A. Mohamed, Mohammed I. Awad, Hossam E. Abd El Munim:
SubmergeStyleGAN: Synthetic Underwater Data Generation with Style Transfer for Domain Adaptation. 546-553 - Osama Mustafa, Muhammad Khizer Ali, Momina Moetesum, Imran Siddiqi:
ChartEye: A Deep Learning Framework for Chart Information Extraction. 554-561 - Jakub Chledowski, Jungkyu Park, Krzysztof J. Geras:
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images. 562-569 - Debashis Gupta, Aditi Golder, Md Mahfuzul Haque, Mohammad Ali Moni
CervixMed: Detecting Cervical Cancer based on combinational data using Hybrid architecture. 570-577
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