Program
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| 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 | $\Mcal^2$-Net: A Multi-scale Multi-level Feature Enhanced Network for Object Detection in Optical Remote Sensing Images
Xinhai Ye, Fengchao Xiong, Jianfeng Lu, Haifeng Zhao, Jun Zhou |
| 11:30 – 11:41 | Efficient Brain Tumor Segmentation with Dilated Multi-fiber Network and Weighted Bi-directional Feature Pyramid Network
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 Networking Session | |
| 15:00 – 15:30 | Delegate Speed Networking Event |
| 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. |
| 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 Melbourne |
|
| 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 |
| Lead instructor: Mitchell Hargreaves, Monash University | |
| 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 |
| 14:00-16:00
Speakers:Qi Wu: Deep Reasoning in Vision and Language, Monash University |
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