The program below is provisional and will be updated as planning proceeds.
Please check this page regularly.
Program times are listed in AEDT. To convert program times to your timezone, CLICK HERE
Click a tab below to navigate to a particular day, or scroll down the page to view the whole program.
Monday 30 November 2020
| Plenary Session | |
| Session Chair – Lianhua Chi | |
| 08:30 – 10:00 |
Live: Conference Opening Professor Paul Bonnington, DICTA 2020 Co-Chair Live: Keynote Address Less is More: Visual Search without Image and User Ownership at the Edge Professor Shaogang Gong, Queen Mary University of London |
| 10:05 – 10:21 |
Pre- Record: APRS Early Career Researcher Award – Finalist Presentation Context modelling for human action recognition and anticipation Dr Qiuhong Ke, The University of Melbourne |
| 10:30 – 11:00 | Break |
| Pre-Record Oral Session 1: Recognition | |
| 11:00 – 11:11 |
Contour Detection of Multiple Moving Objects in Unconstrained Scenes using Optical Strain Maria Oliver-Parera, Julien Muzeau, Patrica Ladret, Pascal Bertolino |
| 11:15 – 11:27 |
Xinhai Ye, Fengchao Xiong, Jianfeng Lu, Haifeng Zhao, Jun Zhou |
| 11:30 – 11:41 |
Thanh Hau Nguyen, Zhiyong Wang |
| 11:45 – 11:57 |
W-A net: Leveraging Atrous and Deformable Convolutions for Efficient Text Detection Zoya Khan, Sukhad Anand |
| 12:00 – 12:11 |
Attentive Inception Module based Convolutional Neural Network for Image Enhancement Purbaditya Bhattacharya, Udo Zoelzer |
| 12:15 – 12:24 |
Network-based structure flow estimation Shu Liu, Nick Barnes, Haolei Ye, Robert Mahony |
| 12:30 – 13:00 | Lunch Break |
| Plenary Session | |
| 13:00 – 13:31 |
Pre- Record: APRS Early Career Researcher Award – Finalist Presentation Lightweight Neural Architectures for Efficient Deep Learning Dr Chang Xu, The University of Sydney |
| 13:32 – 13:55 |
Pre- Record: APRS Early Career Researcher Award – Finalist Presentation Towards Data-Efficient Visual Segmentation Dr Yunchao Wei, The University of Technology Sydney |
| Live Paper Discussion Session 1 | |
| 14:00 – 15:00 |
Contour Detection of Multiple Moving Objects inUnconstrained Scenes using Optical Strain Maria Oliver-Parera, Julien Muzeau, Patrica Ladret, Pascal Bertolino |
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Xinhai Ye, Fengchao Xiong, Jianfeng Lu, Haifeng Zhao, Jun Zhou |
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Thanh Hau Nguyen, Zhiyong Wang |
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W-A net: Leveraging Atrous and Deformable Convolutions for Efficient Text Detection Zoya Khan, Sukhad Anand |
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Attentive Inception Module based Convolutional Neural Network for Image Enhancement Purbaditya Bhattacharya, Udo Zoelzer |
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Network-based structure flow estimation Shu Liu, Nick Barnes, Haolei Ye, Robert Mahony |
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Evolutionary Attention Network for Medical Image Segmentation Tahereh Hassanzadeh, Daryl Essam, Sarker Ruhul |
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HCI for Elderly, Measuring Visual Complexity of Webpages Based on Machine Learning Zahra Sadeghi, Elaheh Homayounvala, Mostafa Borhani |
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Visualizing and Understanding Inherent Image Features in CNN-based Glaucoma Detection Dhaval Vaghjiani, Sajib K Saha, Yann Connan, Shaun Frost |
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Synthetic Data for the Analysis of Archival Documents: Handwriting Determination Christian Bartz, Laurenz Seidel, Duy-Hung Nguyen, Joseph Bethge, Haojin Yang, Meinel Christoph |
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Vis-CRF: A Simplified Filtering Model for Vision Nasim Nematzadeh, David M W Powers, Trent Lewis |
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Evaluation of U-Net CNN Approaches for Human Neck MRI Segmentation Abdullah Al Suman, Yash Khemchandani, Md Asikuzzaman, Alexandra Louise Webb |
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Base-Package Recommendation Framework Based on Consumer Behaviours in IPTV Platform Kuruparan Shanmugalingam, Ruwinda Ranganayake, Chanaka Gunawardhana, Rajitha Navarathna |
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Dynamic Decision Boundary for One-class Classifiers applied to non-uniformly Sampled Data Riccardo La Grassa, Ignazio Gallo, Nicola Landro |
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Jue Zhang, Xiuping Jia, Jiankun Hu |
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Fruit Detection in the Wild: The Impact of Varying Conditions and Cultivar Michael Halstead, Simon Denman, Clinton Fookes, Chris McCool |
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Density-Based Vehicle Counting with Unsupervised Scale Selection Petr Dobe, Jakub Pa Hel, Vojt Ch Bartl, Roman Juránek, Adam Herout |
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PS8-Net: A Deep Convolutional Neural Network to Predict the Eight-State Protein Secondary Structure Md Aminur Rab Ratul, Maryam Tavakol Elahi, Mohammad Hamed M.H Mozaffari, Won-Sook Lee |
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Prabin Kumar Rath, Alex Ramirez-Serrano, Dilip Kumar Pratihar |
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Dual image and mask synthesis with GANs for semantic segmentation in optical coherence tomography Jason Kugelman, David Alonso-Caneiro, Scott A. Read, Stephen J. Vincent, Fred K. Chen, and Michael J.Collins |
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| Live Networking Session | |
| 15:00 – 15:30 | Delegate Speed Networking Event |
Tuesday 1 December
| Plenary Session | |
| Session Chair – Mehrtash Harandi | |
| 09:00 – 10:00 |
Live: Welcome to Day 2 Dr. Zongyuan Ge, DICTA 2020 Co-Chair Live: Keynote Address The Role of Symmetry in Human and Computer Vision Professor Sven Dickinson, University of Toronto |
| 10:00 – 10:31 |
Pre-Record: APRS Early Career Researcher Award – Finalist Presentation Dr Tongliang Liu, The University of Sydney |
| 10:30 – 11:00 | Break |
| Pre-Record Oral Session 2: Applications | |
| 11:00 – 11:15 |
Multi-species Seagrass Detection and Classification from Underwater Images Scarlett Raine, Ross Marchant, Peyman Moghadam, Frederic Maire, Brett Kettle, Brano Kusy |
| 11:15 – 11:35 |
Fusing Visual Features and Metadata to Detect Flooding in Flickr Images Rabiul Islam Jony, Alan Woodley, Dimitri Perrin |
| 11:35 – 11:43 |
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing Md. Sourave Hossain, Labiba Rupty, Koushik Roy, Md Hasan, Shirshajit Sen Gupta, Nabeel Mohammed |
| 11:45 – 12:00 |
Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Weidong Cai |
| 12:00 – 12:09 |
Tuna Nutriment Tracking using Trajectory Mapping in Application to Aquaculture Fish Tank Muhamad Hilmil Muchtar Aditya Pradana, Keiichi Horio |
| 12:15 – 12:24 |
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood, Asim Iqbal, Syed Islam |
| 12:30 – 13:00 | Lunch Break |
| Plenary Session | |
| Session Chair: Zongyuan Ge | |
| 13:00 – 14:00 |
Live: Keynote Address Professor Peter Corke, Queensland University of Technology |
| Live Networking Session | |
| 15:00 – 15:30 | Delegate Speed Networking Event |
| APRS AGM | |
| 15:00 – 16:00 |
All DICTA attendees and APRS Members are invited to attend the APRS AGM. This session will be delivered directly via Zoom Meetings. Zoom Details Please click the below URL to start or join. https://monash.zoom.us/j/83646816412?pwd=V1VrK0pvVUVoSFNlVWFQazlnWm1jdz09 Or, go to https://monash.zoom.us/join and enter meeting ID: 836 4681 6412 and password: 235982 |
Wednesday 2 December 2020
| Plenary Session | |
| Session Chair – Leo Wu | |
| 09:00 – 10:00 |
Live: Welcome to Day 3 Professor Tom Drummond, DICTA 2020 Co-Chair Live: Keynote Address Learning for Human-Robot Interaction Professor Dana Kulić, Monash University |
| 10:00 – 10:31 |
Pre-Record: APRS Early Career Researcher Award – Finalist Presentation Vision-and-Language Navigation Dr Qi Wu, The University of Adelaide |
| 10:30 – 10:50 | Break |
| Pre-Record Oral Session 3: Vision and Learning | |
| 10:50 – 10:59 |
WEmbSim: A Simple yet Effective Metric for Image Captioning Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah |
| 11:00 – 11:15 |
Monocular Rotational Odometry with Incremental Rotation Averaging and Loop Closure Chee Kheng Chng, Alvaro Parra, Tat-Jun Chin, Yasir Latif |
| 11:15 – 11:32 |
Space-Time Skeletal Analysis with Jointly Dual-Stream ConvNet for Action Recognition Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim |
| 11:35 – 11:45 |
3D Reconstruction of Edge Line by ICP-based Matching with Geometric Constraints Kojiro Takeyama |
| 11:45 – 11:57 |
Max-Variance Convolutional Neural Network Model Compression Tanya Boone Sifuentes, Antonio Robles-Kelly, Asef Nazari |
| 12:00 – 12:15 |
Branch Profiles for Shape Analysis Zayed Asiri, Brianna Martin, Murk Bottema |
| 12:15 – 12:27 |
MixCaps: Capsules With Iteration Free Routing Ifty M. Rezwan, Mirza B Ahmed, Shazzad S Sourav, Ezab Quader, Arafat Hossain, Nabeel Mohammed |
| 12:30 – 13:00 | Lunch Break |
| Plenary Session | |
| Session Chair – Lingqiao Liu | |
| 13:00 – 14:00 |
Live: Keynote Address Associate Professor Chen Change Loy, Nanyang Technological University |
| Session Chair – Zongyuan Ge | |
| 14:00 – 15:00 |
Live: APRS and Best Paper Awards Presentations – Presented by APRS President Zhiyong Wang Live APRS Early Career Researcher Award – Finalist Q&A – Facilitated by Zongyuan Ge Live: Closing Remarks |
| Draft agenda | Learning and Inference from Complex Data |
| Facilitator: Shirui Pan Speakers: Yuan-Fang Li: Complex Question Answering over Knowledge Graphs, Monash University Mingming Gong: Causal Inference from Observational Data, The University of MelbourneZoom DetailsPlease click this URL to start or join. https://monash.zoom.us/j/82893657481?pwd=M1c1OTUzTFNsY3lxeW94Q25MV2xRdz09 Or, go to https://monash.zoom.us/join and enter meeting ID: 828 9365 7481 and password: 875632 |
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| 10.00 – 10.45 | Yuan-Fang Li: Complex Question Answering over Knowledge Graphs, Monash University |
| 10.45 – 11.30 | Mingming Gong: Causal Inference from Observational Data, The University of Melbourne |
| Draft agenda | Deep learning hands on tutorial for general audience |
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Lead instructor: Mitchell Hargreaves, Monash University Zoom Details Please click this URL to start or join. https://monash.zoom.us/j/81564801883?pwd=cDVLZ0w0d25DQllsTnBnRStJZVkwZz09 |
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| 10:00 – 12:00 | Introduction to Deep Learning (lecture + workshop) |
| 12:00 – 13:00 | Lunch break |
| 13:00 – 15:00 | Introduction to Convolutional Neural Networks (lecture + workshop) |
| 15:00 – 15:30 | Q&A |
| Draft agenda | Vision-and-Language Grounding |
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14:00-16:00 Speakers:Qi Wu: Deep Reasoning in Vision and Language, Monash University Zoom Details Please click this URL to start or join. https://monash.zoom.us/j/89020817177?pwd=cFh2b1R3OUxUS0FGWFc1WGNRVDltdz09 Or, go to https://monash.zoom.us/join and enter meeting ID: 890 2081 7177 and password: 731035 |
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