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Conference Program
Registration starts at 8:00AM
Registration starts at 8:00AM
Oral, Keynotes, Tutorials and Speech Sessions in Room 2.5 and Poster Sessions in Room 2.9
18 November 2019 (Monday) - Day 1
Opening Speech & Introduction (8:45 am-9:00 am): Manoranjan Paul and Mark Morrison; Room 2.5
Keynote 1 (9:00 am-10:00 am): Chair - Manzur Murshed
Associate Professor Lei Wang,
University of Wollongong, Australia
“Learning SPD-matrix-based Representation for Visual Recognition”
Break (10:00 am- 10:30 am)
Oral 1: Applications I (10:30 am- 11:30am): Chair - Subrata Chakraborty
- RVNet: Deep Sensor Fusion of Monocular Camera and Radar for Real-Time Obstacle Detection in Challenging Environments
John, Vijay; Mita, Seiichi
- Shoeprint Extraction via GAN
Cao, Junjie; Pan, Ruyue; Zhao, Yafang; Xu, Xu; Su, Zhixun
- Exposure Correction and Local Enhancement for Backlit Image Restoration
Dhara, Sobhan Kanti; Sen, Debashis
Poster spotlight 1 (11:30 am-12:00 pm): Chair - Vijay John
Lunch (12:00 pm- 1:15 pm)
Speech & Introduction (1:15 pm- 1:30 pm)
Keynote 2 (1:30 pm-2:30 pm): Chair - Michael Antolovich
Professor Thomas Bräunl,
The University of Western Australia, Australia
“Cars: From Zero Emission to Zero Accidents?”
Break (2:30 pm- 3:00 pm)
Oral 2: Pattern analysis (3:00 pm- 4:00 pm): Chair - Ralf Reulke
- Non-Peaked Discriminant Analysis for Image Representation
Fan, Xijian; Ye, Qiaolin
- Enhanced Transfer Learning with ImageNet Trained Classification Layer
Shermin, Tasfia; Teng, Shyh Wei; Murshed, Manzur; Lu, Guojun; Sohel, Ferdous; Paul, Manoranjan
- Analysis of Motion Patterns in Video Streams for Automatic Health Monitoring in Koi Ponds
Hümmer, Christian; Rueß, Dominik; Rueß, Jochen; Deckers, Niklas; Hofmann, Arndt Christian; Bergmann, Sven; Reulke, Ralf
Poster 1 (4:00 pm- 5:00 pm): Chair - Ashek Ahmed
- Grapevine Nutritional Disorder Detection Using Image Processing
Rahaman, D. M. Motiur; Baby, Tintu ; Oczkowski, Alex ; Paul, Manoranjan; Zheng, Lihong ; Schmidtke, Leigh M. ; Holzapfel, Bruno P. ; Walker , Rob R.; Rogiers , Suzy Y.
- Multiview dimension reduction based on Sparsity Preserving Projections
Li, Haohao; Cao, Junjie; Su, Zhixun; Liu, Ximin
- Body detection in spectator crowd images using partial heads
Jan, Yasir; Jan, Yasir; Sohel, Ferdous; Shiratuddin, Mohd Fairuz; Wong, Kok Wai
- Fused Pattern Recognition Model to Detect Glaucoma Using Retinal Nerve Fiber Layer Thickness Measurements
Norouzifard, Mohammad; Nemati, Ali; Abdul-Rahman, Anmar; Gholamhosseini, Hamid; Klette, Reinhardem
- Improved Saliency-enhanced Multi-cue Correlation-filter-based Visual Tracking
Fouzia, Syeda; Bell, Mark; Klette, Reinhard
- Equine Welfare Assessment: Horse Motion Evaluation and Comparison to Manual Pain Measurements
Rueß, Dominik; Rueß, Jochen; Hümmer, Christian; Deckers, Niklas; Migal, Vitaliy; Kienapfel, Kathrin; Wieckert, Anne; Barnewitz, Dirk; Reulke, Ralf
- Deep Learning for Breast Region and Pectoral Muscle Segmentation in Digital Mammography
Wang, Kaier; Khan, Nabeel; Highnam, Ralph; Tuapola, Ariane; Dunne, Jonathan
- Real-Time Retinal Vessel Segmentation on High-Resolution Fundus Images Using Laplacian Pyramids
Dachsel, Robert; Jöster, Annika; Breuß, Michael
- Multimodal 3D Facade Reconstruction Using 3D LiDAR and Images
Xu, Haotian; Chen, Chia-Yen; Delmas, Patrice; Gee, Trevor E; van der Mark, Wannes
Steering Committee, Keynote Speakers and Invited Guests Dinner (6:30 pm)
19 November 2019 (Tuesday) - Day 2
Opening Speech & Introduction (8:45 am-9:00 am)
Keynote 3 (9:00 am-10:00 am): Chair - Xinguo Yu
Reader Yalin Zheng,
University of Liverpool, United Kingdom,
“Advance Biomedical Imaging Technologies for Blindness”
Break (10:00 am- 10:30 am)
Oral 3: Computer vision (10:30 am- 11:30am): Chair - Chandana Withana
- Attention-Guided Model for Robust Face Detection System
Kurnianggoro, Laksono; Jo, Kang-Hyun
- Human shape reconstruction with loose clothes from partially observed data by pose specific deformation
Sayo, Akihiko; Onizuka, Hayato; Thomas, Diego; Nakashima, Yuta; Kawasaki, Hiroshi; Ikeuchi, Katsushi
- BackNet: An Enhanced Backbone Network for Accurate Detection of Objects with Large Scale Variations
Hossain, Md Tahmid; Teng, Shyh Wei; Lu, Guojun
Poster spotlight 2 (11:30 am-12:00 pm): Chair - Junjie Cao
Lunch (12:00 pm- 1:15 pm)
Speech & Introduction (1:15 pm- 1:30 pm): Speech from Invited Guest: Heather Cavanagh
Tutorial 1 (1:30 pm-2:30 pm): Chair - Michael antolovich
Dr. Qi Wu and Dr. Ehsan Abbasnejad,
University of Adelaide, Australia
“Deep Reinforcement Learning in Vision-Language”
Break (2:30 pm- 3:00 pm)
Oral 4: Image/video analysis (3:00 pm- 4:00 pm): Chair - Domingo Mery
- Hierarchical Colour Image Segmentation by Leveraging RGB Channels Independently
Tania, Sheikh; Murshed, Manzur; Teng, Shyh Wei; Karmakar, Gour
- Turnstile jumping detection in real-time video surveillance
Nguyen, Huy Hoang; Ta, Thi Nhung
- Discrete Cosine Basis Oriented Homogeneous Motion Discovery for 360-degree Video Coding
Ahmmed, Ashek; Paul, Manoranjan
Oral 5: Applications II (4:00 pm- 4:30 pm): Chair - Domingo Mery
- High-Resolution Realistic Image Synthesis from Text Using Iterative Generative Adversarial Network
Ullah, Anwar; Yu, Xinguo; Majid, Abdul; Rahman, Hafiz Ur; Mughal, M. Farhan
- Efficient Self-Embedding Data Hiding for Image Integrity Verification with Pixel-Wise Recovery Capability
Tohidi, Faranak; Paul, Manoranjan; Hooshmandasl, Mohammad Reza; Debnath, Tanmoy; Jamshidi, Hojjat
Poster 2 (4:30 pm- 5:30 pm): Chair - Motiur Rahaman
- Detection of Age and Defect of Grapevine Leaves Using Hyper Spectral Imaging
Debnath, Tanmoy; Debnath, Sourabhi; Paul, Manoranjan
- Double-channel 3D Convolutional Neural Network for Exam Scene Classification of Invigilation Video
Song, Wu; Yu, Xinguo
- Semantic Segmentation of Traffic Scenes in Vietnam
Trung, Khoa Le; Klette, Reinhard
- Measuring Apple Size Distribution From a Near Top–down Image
Butters, Luke; Trung, Khoa Le; Xu, Zezhong; Klette, Reinhard
- Deep Affine Invariant Feature Descriptors for Multi-temporal Registration of Environmental Repeat Photography
Khan, Asim; Ulhaq, Anwaar
- Unsupervised Deep Features for Privacy Image Classification
Sitaula, Chiranjibi; xiang, yong; Aryal, Sunil; Lu, Xuequan
- Prostate Cancer Classification based on Best First Search and Taguchi Feature Selection Method
Rahman, Md Akizur ; Singh, Priyanka ; Chandren Muniyandi, Ravie ; Mery, Domingo; Prasad, Mukesh
- A Robust Face Recognition System for One Sample Problem
Meena, Mahendra; Singh, Priti; Rana, Ajay; Mery, Domingo; Prasad, Mukesh
Banquet and Award Ceremony (6:30 pm - 10:00 PM) at L'Aqua: Waterfront Leisure, Roof Top Level, Cockle Bay Wharf, Darling Park NSW 2000
20 November 2019 (Wednesday) - Day 3
Opening Speech & Introduction (8:45 am-9:00 am): Manoranjan Paul
Tutorial 2 (9:00 am-10:00 am): Chair - Lihong Zheng
Distinguished Professor Biswajeet Pradhan and Dr Maher Ibrahim Sameen,
University of Technology Sydney, Australia
“3D Urban Feature Extraction and Mapping with Geospatial Artificial Intelligence Techniques”
Break (10:00 am- 10:30 am)
WS1: Vision-Tech (10:30 am- 11:15am): Chair Subrata chakraborty
- Rain Streak Removal with Well-Recovered Moving Objects From Video Sequences Using Photometric Correlation
Muhammad Rafiqul Islam, Manoranjan Paul and Michael Antolovich
- Face Analysis: State of the Art and Ethical Challenges
Domingo Mery
- Location Analysis Based Waiting Time Optimisation
Hami Aksu, Wolfgang Dorner, and Lihong Zheng
WS2: Electro-optical Sensors (11:15 am-12.00 pm): Chair - Ralf Reulke
- Invited Talk: Developing spaceborne imaging sensors – look in the past and in the future
by Anko Börner, German Aerospace Center (DLR), Institute of Optical Sensor Systems, Rutherfordstrasse 2, 12489 Berlin, Germany
- In-Orbit Geometric Calibration of Firebird's Infrared Line Cameras
Jürgen Wohlfeil, Tilman Bucher, Anko Börner, Christian Fischer, Olaf Frauenberger, Björn Piltz
- Evaluation of Structures and Methods for Resolution Determination of Remote Sensing Sensors
Henry Meißner, Michael Cramer, and Ralf Reulke
Lunch (12:00 pm- 1:15 pm)
WS3: Deep Medical Imaging (1:30 pm- 2:30 pm): Chair - Lihong Zheng
- 3D Image Reconstruction from Multi-focus Microscopic Images
Takahiro Yamaguchi, Hajime Nagahara, Ken’ichi Morooka, Yuta Nakashima, Yuki Uranishi, Shoko Miyauchi, and Ryo Kurazume
- Block-Wise Authentication and Recovery Scheme for Medical Images Focusing on Content Complexity
Faranak Tohidi, Manoranjan Paul, Mohammad Reza Hooshmandasl, Subrata Chakraborty, Biswajeet Pradhan
- GAN-based Method for Synthesizing Multi-Focus Cell Images
Ken’ich Morooka, Xueru Zhang, Shoko Miyauchi, Ryo Kurazume, and Eiji Ohno
Break (2:30 pm- 3:00 pm)
WS 4: Deep Video/Image Analysis (Part 1) (3:00 pm- 4:00 pm): Chair - Syed Afaq Ali Shah
- Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function
Isaac Ward and Mohammed Bennamoun
- Face-based Age and Gender Classification using Deep Learning Model
Olatunbosun Agbo-Ajala and Serestina Viriri
- SO-Net: Joint Semantic Segmentation and Obstacle
Vijay John, M. K. Nithilan, S. Mita, H. Tehrani, R. S. Sudheesh, and P. P. Lalu
- Deep Forest Approach for Facial Expression
Olufisayo Ekundayo and Serestina Viriri
WS 4: Deep Video/Image Analysis (Part 2) (4:00 pm- 4:45 pm): Chair - Syed Afaq Ali Shah
- Weed Density Estimation Using Semantic
Abdul Bais
- Detecting Global Exam Events in Invigilation Videos using 3D CNN
Zichun
- Spatial Hierarchical Analysis Deep Neural Network for RGBD object recognition
Syed Afaq Shah
Closing Remarks (4:45 pm- 5:00 pm): Manoranjan Paul