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23rd DICTA 2021: Gold Coast, Australia
- Jun Zhou, Olivier Salvado, Ferdous Sohel, Paulo Borges, Shilin Wang:
2021 Digital Image Computing: Techniques and Applications, DICTA 2021, Gold Coast, Australia, November 29 - December 1, 2021. IEEE 2021, ISBN 978-1-6654-1709-9 - Lin Zhang, Bowen Xin, Shaozhen Yan, Chaoiie Zheng, Yun Zhou, Jie Lu, Xiuying Wang:
Multi-stratification feature selection for diagnostic analysis of Alzheimer's disease. 1-7 - Qi Wu, Xue Wang
, Qing Wang:
View Synthesis with Multi-scale Cost Aggregation and Confidence Prior. 1-8 - Ashek Ahmmed, Mark Pickering, Andrew J. Lambert, Manoranjan Paul
Edge Aware Commonality Modeling based Reference Frame for 360 Degree Video Coding. 1-6 - Muhammad Ibrahim, Naveed Akhtar
High Definition LiDAR mapping of Perth CBD. 1-8 - Sachith Seneviratne
Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. 1-8 - Nosheen Munir, Mohammad Awrangjeb
Extraction of Forest Power lines From LiDAR point cloud Data. 1-6 - Hamid Bagha, Ali Yavari, Dimitrios Georgakopoulos:
IoT-based Plant Health Analysis using Optical Sensors in Precision Agriculture. 1-8 - Zaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter
GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine Images. 1-7 - Luis Guerra, Tom Drummond:
Automatic Pruning for Quantized Neural Networks. 1-8 - Yajie Sun, Miaohua Zhang
A Compositional Feature Embedding and Similarity Metric for Ultra-Fine-Grained Visual Categorization. 1-8 - Edward Collier, Supratik Mukhopadhyay:
SimilarityGAN: Using Similarity to Loosen Structural Constraints in Generative Adversarial Models. 1-8 - Jason Kugelman, David Alonso-Caneiro
OCT chorio-retinal segmentation with adversarial loss. 1-8 - Jingsong Xu, Qiang Wu
AUTOMATIC SHEEP BEHAVIOUR ANALYSIS USING MASK R-CNN. 1-6 - Rongcheng Wu, Changming Sun
Deep learning based stereo cost aggregation on a small dataset. 1-8 - Morgan Liang, Xun Li, Sandersan Onie
Improved Spatio-temporal Action Localization for Surveillance Videos. 1-8 - Manu Francis, Murat Tahtali
Elimination of Central Artefacts of L-SPECT with Modular Partial Ring Detectors by Shifting Center of Scanning. 1-6 - Fang-Qi Li, Shi-Lin Wang, Zhen-Hai Wang:
Protecting Deep Cerebrospinal Fluid Cell Image Processing Models with Backdoor and Semi-Distillation. 1-7 - Muhammad Gohar Javed, Minahil Raza, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Muhammad Shahzad, Faisal Shafait:
QuantYOLO: A High-Throughput and Power-Efficient Object Detection Network for Resource and Power Constrained UAVs. 1-8 - Xuan Cuong Pham, Alan Wee-Chung Liew
A Novel Class-wise Forgetting Detector in Continual Learning. 1-8 - Sangni Xu, Hao Xiong, Qiuxia Wu, Zhiyong Wang:
Attention-based Long-term Modeling for Deep Visual Odometry. 1-8 - Michele Sasdelli
A Chaos Theory Approach to Understand Neural Network Optimization. 1-10 - D. Nathasha U. Naranpanawa
Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma. 1-8 - Lelin Zhang
Social E-commerce Tax Evasion Detection Using Multi-modal Deep Neural Networks. 1-6 - Sutharsan Mahendren, Tharindu Fernando
Reduction of Feature Contamination for Hyper Spectral Image Classification. 1-8 - David Alonso-Caneiro, Jason Kugelman, Janelle Tong, Michael Kalloniatis, Fred K. Chen, Scott A. Read, Michael J. Collins:
Use of uncertainty quantification as a surrogate for layer segmentation error in Stargardt disease retinal OCT images. 1-8 - Fouzia Altaf, Syed M. S. Islam
Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought. 1-8 - Rabiul Islam Jony, Alan Woodley, Dimitri Perrin:
Flood Detection in Social Media Using Multimodal Fusion on Multilingual Dataset. 1-8 - Md. Iqbal Hossain, Raghib Barkat Muhib, Amitabha Chakrabarty:
Identifying Bikers Without Helmets Using Deep Learning Models. 1-8 - Nosheen Abid, Muhammad Imran Malik, Muhammad Shahzad, Faisal Shafait, Haider Ali, Muhammad Mohsin Ghaffar, Christian Weis, Norbert Wehn, Marcus Liwicki:
Burnt Forest Estimation from Sentinel-2 Imagery of Australia using Unsupervised Deep Learning. 1-8 - Muraleekrishna Gopinathan
Indoor Semantic Scene Understanding Using 2D-3D Fusion. 1-8 - Brandon Jorgensen, Khamael Al-Dulaimi, Jasmine Banks
HEp-2 Specimen Cell Detection and Classification Using Very Deep Convolutional Neural Networks-Based Cell Shape. 1-6 - Chak Fong Chong
GAN-based Spatial Transformation Adversarial Method for Disease Classification on CXR Photographs by Smartphones. 1-8 - Sachith Seneviratne
Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning. 1-8 - Hoang-Son Le, Rini Akmeliawati, Gustavo Carneiro
Combining Data Augmentation and Domain Distance Minimisation to Reduce Domain Generalisation Error. 1-8 - Md. Shariful Alam, Dadong Wang
Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation. 1-5 - Zainy M. Malakan
Semantic Attribute Enriched Storytelling from a Sequence of Images. 1-8 - Basim Azam
Fully Convolutional Neural Network with Relation Aware Context Information for Image Parsing. 1-6 - Anh Vu Luong, Tien Thanh Nguyen, Alan Wee-Chung Liew
Streaming Multi-layer Ensemble Selection using Dynamic Genetic Algorithm. 1-8 - Michael Howes, Mariusz Bajger
Texture enhanced Statistical Region Merging with application to automatic knee bones segmentation from CT. 1-8 - Sahir Shrestha, Mohammad Ali Armin, Hongdong Li, Nick Barnes:
Learning To Segment Dominant Object Motion From Watching Videos. 1-8 - Shide Zou, Fengchao Xiong, Haonan Luo, Jianfeng Lu, Yuntao Qian:
AF-Net: All-scale Feature Fusion Network for Road Extraction from Remote Sensing Images. 1-8 - Mariusz Bajger
Lumbar Spine CT synthesis from MR images using CycleGAN - a preliminary study. 1-8 - Muhammad Abdullah Hafeez, Adnan Ul-Hasan, Faisal Shafait:
Incremental Learning of Object Detector with Limited Training Data. 1-8 - Meng Li
Deep Adaptive Few Example Learning for Microscopy Image Cell Counting. 1-7 - Samira Kaviani, Amir Rahimi, Richard Hartley:
Semi-Supervised 3D Hand Shape and Pose Estimation with Label Propagation. 1-8 - Le Hoang Duong, Thanh Trung Huynh, Minh Tam Pham
ODAR: A Lightweight Object Detection Framework for Autonomous Driving Robots. 1-8 - Gemma Edwards, Nicholas Subianto, David Englund, Jun Wei Goh, Nathan Coughran, Zachary Milton, Nima Mirnateghi
The Role of Machine Learning in Game Development Domain - A Review of Current Trends and Future Directions. 1-7 - Ignacio A. Viedma, David Alonso-Caneiro
OCT retinal image-to-image translation: Analysing the use of CycleGAN to improve retinal boundary semantic segmentation. 1-8 - Guofeng Mei
Point Cloud Registration with Self-supervised Feature Learning and Beam Search. 1-8 - Abdulla Al Suman
Two-stage U-Net++ for Medical Image Segmentation. 1-6 - Sania Zahan
Modeling Human Skeleton Joint Dynamics for Fall Detection. 1-7 - Panagiotis Barmpoutis, Hamzeh Kayhanian, William Waddingham, Daniel C. Alexander
Three-dimensional tumour microenvironment reconstruction and tumour-immune interactions' analysis. 1-6 - Homaira Huda Shomee, Ataher Sams
License Plate Detection and Recognition System for All Types of Bangladeshi Vehicles Using Multi-step Deep Learning Model. 1-7 - Caterina Nahler, Hannes Plank, Christian Steger
Resource-Constrained Human Presence Detection for Indirect Time-of-Flight Sensors. 1-5 - Rafael Felix, Boris Repasky, Samuel Hodge, Reza Zolfaghari, Ehsan Abbasnejad, Jamie Sherrah:
Cross-Modal Visual Question Answering for Remote Sensing Data: The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021). 1-9 - Mitchell Hargreaves, David Ting, Stephen Bajan, Kamron Bhavnagri, Richard Bassed, Xiaojun Chang
A Generative Deep Learning Approach for Forensic Facial Reconstruction. 1-7 - Chrisbin James
Domain Adaptation for Plant Organ Detection with Style Transfer. 1-9 - Nouha Derbel, Hedi Tmar, Adel Mahfoudhi:
A Multi-View DCNN Based Method for Breast Cancer Screening. 1-6 - Jun Wang
EAR-NET: Error Attention Refining Network For Retinal Vessel Segmentation. 1-7 - Nahida Parvin, Mohammad Awrangjeb
Detection of Malleefowl Mounds from Point Cloud Data. 1-7 - Hassan Mahmood, Syed Mohammed Shamsul Islam, James Hill, Guan Tay:
Rapid Segmentation of Thoracic Organs using U-net Architecture. 1-6 - Fayez Tarsha Kurdi
Full Series Algorithm of Automatic Building Extraction and Modelling From LiDAR Data. 1-8 - Xiaoxu Li
Edge-enhanced Instance Segmentation of Wrist CT via a Semi-Automatic Annotation Database Construction Method. 1-8 - Tariq Mahmood Khan, Antonio Robles-Kelly, Syed Saud Naqvi:
RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation. 1-7 - Michele Sasdelli
Quantum Annealing Formulation for Binary Neural Networks. 1-10 - Md Kislu Noman, Syed Mohammed Shamsul Islam
Seagrass Detection from Underwater Digital Images using Faster R-CNN with NASNet. 1-6 - Hai-Ming Xu, Lingqiao Liu
Semi-supervised Learning via Conditional Rotation Angle Estimation. 1-8 - Md Mursalin, Syed Mohammed Shamsul Islam
3D Morphable Ear Model: A Complete Pipeline from Ear Segmentation to Statistical Modeling. 1-6 - Lyle Collins, Antonio Robles-Kelly:
Single-image Object Classification Based on Illuminette Construction from Shadow Imaging. 1-8 - Priyanka Gupta
Similarity Learning based Few Shot Learning for ECG Time Series Classification. 1-8 - Olga Moskvyak
Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant Embeddings. 1-8 - Mina Ghaffari, Kamlesh Pawar, Ruth Oliver
Brain MRI motion artifact reduction using 3D conditional generative adversarial networks on simulated motion. 1-7 - Emon Kumar Dey, Mohammad Awrangjeb
Building Boundary Extraction from LiDAR Point Cloud Data. 1-6 - Zicheng Pan
Mask-Guided Feature Extraction and Augmentation for Ultra-Fine-Grained Visual Categorization. 1-8 - Koloud N. Alkhamaiseh, Janos L. Grantner, Saad Shebrain, Ikhlas Abdel-Qader:
Towards Automated Performance Assessment for Laparoscopic Box Trainer using Cross-Stage Partial Network. 1-7 - Md Shamim Hossain
Overlapping Cell Nuclei Segmentation in Digital Histology Images using Intensity-based Contours. 1-9 - Fereshteh Nayyeri, Jun Zhou:
Multi-Resolution ResNet for Road and Bridge Crack Detection. 1-8 - Tanmay Singha
SCMNet: Shared Context Mining Network for Real-time Semantic Segmentation. 1-8 - Masood Aslam, Tariq Mahmood Khan, Syed Saud Naqvi, Geoff Holmes:
Putting Current State of the art Object Detectors to the Test: Towards Industry Applicable Leather Surface Defect Detection. 1-8 - Yi-Li Huang, Shi-Lin Wang, Chengyu Gu, Zheng Huang, Kai Chen:
A Seq2seq-based Model with Global Semantic Context for Scene Text Recognition. 1-6 - Sarah Alhammad
Efficient DNN-Based Classification of Whole Slide Gram Stain Images for Microbiology. 1-8 - Chuong Nguyen
Video-based cattle identification and action recognition. 1-5 - Salamata Konate, Léo Lebrat
A Comparison of Saliency Methods for Deep Learning Explainability. 1-8
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