DICTA

Publications

2023

Sundaram Muthu, Taj Wedutenko, Jinguang Tong, Chuong Nguyen, Lars Petersson
Towards End-to-End Automatic Insect Handling and Insect Scanning. DICTA (2023)
Zhenglin Wang, Kerry Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin
Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. DICTA (2023)
Chak Fong Chong, Xinyi Fang, Xu Yang, Wuman Luo, Yapeng Wang
On the Correlations between Performance of Deep Networks and Its Robustness to Common Image Perturbations in Medical Image Interpretation. DICTA (2023)
Saqib Nazir, Cristian Damian, Daniela Coltuc
Self-supervised Defocus Map Estimation and Auxiliary Image Deblurring Given a Single Defocused Image. DICTA (2023)
Caitlin Day, Andrew Busch
Automatic Detection of Sugarcane Billet Nodes and Eyes Using Machine Vision. DICTA (2023)
Lutfun Nahar, Md. Saiful Islam, Mohammad Awrangjeb, Rob Verhoeve, Gervase Tuxworth
DeepCornerNet: A Deep Learning Approach for Automated Corner Grading in Trading Cards. DICTA (2023)
Ghazal Bargshady, Roland Goecke
Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. DICTA (2023)
Chaoyi Li, Brian C. Lovell
Uncertainty-Guided Cross-Modality Semi-Supervised Learning for MRI Segmentation. DICTA (2023)
Tingting Yao, Bo Zhang, Yuan Gao, Yuxin Ren, Zhiyong Wang
. DICTA (2023)
Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. DICTA (2023)
Muhammad Zafar Iqbal, Imran Razzak, Abdul Qayyum, Tariq Mahmood Khan, Arcot Sowmya
Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities. DICTA (2023)
Shenyang Qian, Maurice Pagnucco, Yang Song
Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation. DICTA (2023)
Olivia Dry, Sundaram Muthu, Jinguang Tong, Chuong Nguyen, Lars Petersson
IQScan: Automatic Insect Loading and 3D Scanning. DICTA (2023)
Yunzhuo Chen, Nur Al Hasan Haldar, Naveed Akhtar, Ajmal Mian
Text-image guided Diffusion Model for generating Deepfake celebrity interactions. DICTA (2023)
Abdul Qayyum, Moona Mazher, Imran Razzak, Steven A. Niederer
Multiscale Kernel Atrous Convolution Network for Segmentation of Myocardium. DICTA (2023)
Nima Mirnateghi, Syed Afaq Ali Shah, Mohammed Bennamoun
Deep Bayesian Image Set Classification Approach for Defense against Adversarial Attacks. DICTA (2023)
Joren Regan, Chaki Ramesh, Saurabh Gupta, Ankur Sharma, Duc-Son Pham, Aneesh Krishna
Semantic Segmentation for Improved Cell Nuclei Analysis. DICTA (2023)
Fahimul Hoque Shubho, Townim Faisal Chowdhury, Ali Cheraghian, Morteza Saberi, Nabeel Mohammed, Shafin Rahman
ChatGPT-guided Semantics for Zero-shot Learning. DICTA (2023)
Yue Cao, Hongdong Li
DiffSDF: Learning Implicit Surface from Noisy Point Clouds. DICTA (2023)
Quang Dang Huynh, Joel Dedini, David D. Rowlands, Andrew Busch, Belinda Schwerin, Hugo G. Espinosa
AI Enhanced Resistance Training: Segmentation and Velocity Tracking Using Computer Vision. DICTA (2023)
Yi-Shan Lai, Yi Chen, Li-Chen Fu, Pei-Yung Hsiao, Yu-Chieh Wang
FIN: A Deep Multi-task Model for Face Information Detection. DICTA (2023)
Dylan Peek, Matthew P. Skerritt, Stephan K. Chalup
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data. DICTA (2023)
Renuka Sharma, Hengcan Shi, Jianfei Cai, Suyash P. Awate, Nick Birbilis
Deep Semi-supervised Anomaly Detection Using VQ-VAE. DICTA (2023)
Yike Wu, Litao Yu, Jian Zhang
Adaptive Local Feature Matching for Few-shot Fine-grained Image Recognition. DICTA (2023)
Waqas Uzair, Douglas Chai, Alexander Rassau
Automated Netlist Generation from Offline Hand-Drawn Circuit Diagrams. DICTA (2023)
Li Wei, Barton Wixted, Caitlin Day, Xiaohan Yu, Andrew Busch
A Novel Quality Control System of Sugarcane Billet Using Machine Vision. DICTA (2023)
Zhiyuan Li, Dongnan Liu, Weidong Cai
Multi-modal Domain Adaptation for Text Visual Question Answering Tasks. DICTA (2023)
Nafisa Nawer, Md. Shakiful Islam Khan, Md Tanzim Reza, Mohammad Zavid Parvez, Prabal Datta Barua, Subrata Chakraborty
Improving Non-Invasive Brain Tumor Categorization using Transformers on MRI Data. DICTA (2023)
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. DICTA (2023)
Osama Mustafa, Muhammad Khizer Ali, Momina Moetesum, Imran Siddiqi
ChartEye: A Deep Learning Framework for Chart Information Extraction. DICTA (2023)
Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra
Manipulating Medical Image Translation with Manifold Disentanglement. DICTA (2023)
Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. DICTA (2023)
Ali Ebrahimi, Stephen Czarnuch
PiGPDS: Perspective Independent Ground Plane Detection and Segmentation for Complex 3D Indoor Scenes. DICTA (2023)
Khan Md. Hasib, Md. Atiqur Rahman, Mustavi Ibne Masum, Friso De Boer, Sami Azam, Asif Karim
Bengali News Abstractive Summarization: T5 Transformer and Hybrid Approach. DICTA (2023)
Debashis Gupta, Aditi Golder, Md Mahfuzul Haque, Mohammad Ali Moni
CervixMed: Detecting Cervical Cancer based on combinational data using Hybrid architecture. DICTA (2023)
Tariq Mahmood Khan, Muhammad Arsalan, Shahzaib Iqbal, Imran Razzak, Erik Meijering
Feature Enhancer Segmentation Network (FES-Net)for Vessel Segmentation. DICTA (2023)
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. DICTA (2023)
Md. Ershadul Haque, Manoranjan Paul, Faranak Tohidi, Anwar Ulhaq, Tonmoy Debnath
Enhancing Image Representation and Compression: An Innovative Nz-Nqer Framework With Block Truncation Quantum Coding. DICTA (2023)
Shuchang Ye, Mingyuan Meng, David Dagan Feng, Jinman Kim
Semantic-Driven Global-Local Cooperative Contrastive Learning for Medical Report Generation. DICTA (2023)
Jakub Chledowski, Jungkyu Park, Krzysztof J. Geras
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images. DICTA (2023)
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. DICTA (2023)
Pranav Pativada, Zeeshan Hayder, Ali Zia, Nick Barnes
Contrastive-Aware ViT for Weakly Supervised Semantic Segmentation. DICTA (2023)
Zhe Luo, Wenjing Jia, Stuart W. Perry
Transformer-based Geometric Point Cloud Compression with Local Neighbor Aggregation. DICTA (2023)
Ugochukwu Ejike Akpudo, Xiaohan Yu, Jun Zhou, Yongsheng Gao
What EXACTLY are We Looking at?: Investigating for Discriminance in Ultra-Fine-Grained Visual Categorization Tasks. DICTA (2023)
Weihao Li, Moshiur Farazi, Jie Hong, Lars Petersson
REIN: Reusing ImageNet to Improve Open-set Object Detection. DICTA (2023)
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. DICTA (2023)
Jieming Zhou, Tong Zhang, Pengfei Fang, Lars Petersson, Mehrtash Harandi
Feature Correlation Aggregation: on the Path to Better Graph Neural Networks. DICTA (2023)
M. Sakib Osman Eshan, Md. Naimul Huda Nafi, Nazmus Sakib, Mehedi Hasan Emon, Md. Tanzim Reza, Mohammad Zavid Parvez, Prabal Datta Barua, Subrata Chakraborty
Byzantine-Resilient Federated Learning Leveraging Confidence Score to Identify Retinal Disease. DICTA (2023)
Siyi Yu, Wei Luo, Gang Li, Bo Yang
Learning Stable Task-Level Manifold for Few-Shot Learning. DICTA (2023)
Jerome Williams, Ben Yip, Benjamin McCarthy, Tri-Tan Cao, Antonio Robles-Kelly
Contrastive Learning for Ship Classification Using Real and Complex SAR Imagery. DICTA (2023)