DICTA 2017 - Full Program

Here is the program of DICTA 2017.

Tutorial – Tuesday 28 November (The University of Sydney)

Tutorial Location: Wilkinson Lecture Theatre 250 (Arch LT 1)
8:30-9:00	Registration
9:00-10:30	Tutorial: Large scale, vision-based person re-identification Session 1: Dr. Pantelis Elinas (Data 61), Dr. Fei Mai (CiSRA)
10:30-11:00	Morning Tea
11:00-12:30	Tutorial: Large scale, vision-based person re-identification Session 2: Dr. Geoffrey Taylor (CiSRA), Dr. Getian Ye (CiSRA)
12:30-13:30	Lunch
13:30-14:30	Tutorial: Multi-view learning Dr. Chang Xu, The University of Sydney
14:30-15:30	Tutorial: Learning with label noise Dr. Tongliang Liu, The University of Sydney
15:30-16:00	Afternoon Tea
16:00-17:00	Tutorial: Consistent sequential dictionary learning Dr. Karim Seghouane, The University of Melbourne

Main Conference Day 1 – Wednesday 29 November (Novotel Sydney Manly Pacific)

8:00-8:50	Registration	Location
8:50-9:00	Conference Opening	Grand Ballroom
9:00-10:30	Oral Session 1 - Image Processing and Applications Session Chair: Dr Dadong Wang, Data61 – CSIRO	Grand Ballroom
10:30-11:00	Morning Tea
11:00-12:00	Keynote 1 – Professor Svetha Venkatesh, Deakin University Delivering Efficiencies in Health Care and Manufacturing Session Chair: Prof David Dagan Feng, The University of Sydney	Grand Ballroom
12:00-13:30	Lunch
13:30-14:30	Keynote 2 – Professor Jianmin Jiang, Shenzhen University, China See what you think: Exploring a new concept of imaginative media Session Chair: Prof Junbin Gao, The University of Sydney	Grand Ballroom
14:30-15:00	Afternoon Tea
14:30-16:00	Poster Session 1 Session Chair: Dr Lihong Zheng, Charles Sturt University	Clontarf Room
16:00-17:15	Oral Session 2 - Detection and Recognition Session Chair: Prof Ajmal Mian, University of Western Australia	Grand Ballroom

Main Conference Day 2 – Thursday 30 November (Novotel Sydney Manly Pacific)

8:00-9:00	Registration	Location
9:00-10:00	Keynote 3 – Associate Professor Manoranjan Paul, Charles Sturt University, Australia Video data compression, processing and evaluation with human feedback in the loop Session Chair: Prof Manzur Murshed, Federation University Australia	Grand Ballroom
10:00-10:30	Morning Tea
10:30-12:00	Oral Session 3 - Object Tracking Session Chair: Dr Getian Ye, Canon Information Systems Research Australia (CiSRA)	Grand Ballroom
12:00-13:30	Lunch
13:30-14:30	Keynote 4 – Professor Graham Finlayson, University of East Anglia, UK Color homography Session Chair: Dr Antonio Robles-kelly, Data61 - CSIRO	Grand Ballroom
14:30-15:00	Afternoon Tea
14:30-16:00	Poster Session 2 Session Chair: Dr Jiafeng Li, Beijing University of Technology	Clontarf Room
16:00-17:00	Panel Discussion - AI: Opportunities and Challenges Professor Chengqi Zhang (University of Technology, Sydney), Professor Michael Blumenstein (University of Technology, Sydney), Professor David Dagan Feng (The University of Sydney), Professor Wanlei Zhou (Deakin University), and Professor Yongsheng Gao (Griffith University) Session Chair: Prof Junbin Gao, The University of Sydney	Grand Ballroom
17:00-18:00	APRS AGM	Grand Ballroom
19:00-22:00	Conference Banquet	Luna Park Sydney

Main Conference Day 3 – Friday 1 December (Novotel Sydney Manly Pacific)

8:00-9:00	Registration	Location
9:00-10:00	Special Session – Image and Video Processing for Information Forensics and Security (IVPIFS) Session Chairs: A/Prof Shyh Wei Teng, Federation University Australia; Prof Ying Liu, Xian University of Posts and Telecommunications; Prof Jiulun Fan, Xian University of Posts and Telecommunications	Grand Ballroom
10:00-10:30	Morning Tea
10:30-12:00	Oral Session 4 - Machine Learning Session Chair: Dr Hugh Kennedy, Defence Science and Technology Group (DSTG)	Grand Ballroom
12:00-13:30	Lunch
13:30-14:30	Oral Session 5 – Hyperspectral Imaging Session Chair: A/Prof Mark Pickering, University of New South Wales	Grand Ballroom
14:30-15:00	Afternoon Tea
14:30-15:30	Poster Session 3 Session Chair: Prof Wenxiong Kang, South China University of Technology	Clontarf Room
15:30-17:00	Oral Session 6 – Image/Video Segmentation and Classification Session Chair: Dr Changming Sun, Data61 - CSIRO	Grand Ballroom

Main Conference Day 1 – Wednesday 29 November (Novotel Sydney Manly Pacific)

Oral Session 1 – Image Processing and Applications

9:00-10:30, Wednesday 29 November
Session Chair: Dr Dadong Wang, Data61 – CSIRO

1. Heterogeneous Image Stylization using Neural Networks

   Tong Bai, Carnegie Mellon University; Gary Overett, Xiaopeng Motors

2. Face Destylization

   Fatemeh Shiri, Australian National University; Xin Yu, Australian National University; Piotr Koniusz, Data61 - CSIRO; Fatih Porikli, Australian National University

3. Quadratic Objective Functions for Dichromatic Model Parameters Estimation

   Alexandre Krebs, University of Bourgogne; Yannick Benezeth, University of Bourgogne; Franck Marzani, University of Bourgogne, France

4. Double-Guided Filtering: Image Smoothing with Structure and Texture Guidance

   Kaiyue Lu, Australian National University; Shaodi You, Australian National University; Nick Barne, Australian National University

5. TVPCF: A Spatial and Temporal Filter for Small Target Detection in IR Images

   Jinyan Gao, National University of Defence Technology; Zaiping Lin, National University of Defence Technology; Yulan Guo, Chinese Academy of Sciences; Wei An, National University of Defence Technology

6. Stereo Super-resolution via a Deep Convolutional Network

   Junxuan Li, Australian National University; Shaodi You, Data61 - CSIRO; Antonio Robles-Kelly, Australian National University

Poster Session 1

14:30-16:00, Wednesday 29 November
Session Chair: Dr Lihong Zheng, Charles Sturt University

1. Part-based Data Association for Visual Tracking

   Zhengqiang Jiang, University of Technology Sydney; Du Huynh, University of Western Australia; Jian Zhang, University of Technology Sydney; Qiang Wu, University of Technology Sydney

2. Standard Deviation Normalized Summed Squared Difference for Image Registration

   Wei-Jun Chen, Carl Zeiss Meditec AG

3. Fully Automatic Horizon Estimation for Surveillance Cameras

   Vojtech Bartl, Brno University of Technology; Adam Herout, Brno University of Technology

4. Chromatic Indices in the Normalized RGB Color Space

   Martin Loesdau, University of French Polynesia; Sebastien Chabrier, University of French Polynesia; Alban Gabillon, University of French Polynesia

5. Unsupervised Long-Term Routine Modelling using Dynamic Bayesian Networks

   Yangdi Xu, University of Bristol; David Bull, University of Bristol; Dima Damen, University of Bristol

6. Nonlinear Interpolation in the Fourier Domain Guided by Morphologic Filters

   Preeti Gopal, IITB-Monash Research Academy; David Bailey, Monash University; Imants Svalbe, Monash University

7. Structured Micro-pattern based LBP Features for Classification of Masses in Dense Breasts

   Shelda Sajeev, Flinders University; Mariusz Bajger, Flinders University; Gobert Lee, Flinders University

8. A Pixel-based Skin Segmentation in Psoriasis Images using Committee of Machine Learning Classifiers

   Yasmeen George, University of Melbourne; Mohammad Aldeen, University of Melbourne; Rahil Garnavi, University of Melbourne

9. Objective & Subjective Evaluation Models of Pencil Still Drawings for Art Education

   Yoshiko Furusho, Yokohama College of Art and Design; Kazunori Kotani, Japan Advanced Institute of Science and Technology

10. Towards Large Scale Spectral Problems via Diffusion Process

    Qilin Li, Curtin University; Wanquan Liu, Curtin University; Ling Li, Curtin University; Ruhua Wang, Curtin University

11. Boosting Sensitivity of A Retinal Vessel Segmentation Algorithm With Convolutional Neural Network

    Toufique Soomro, Charles Sturt University; Ahmed Afifi, Technical University Berlin; Junbin Gao, University of Sydney; Olaf Hellwich, Technical University Berlin; Mohammad A. U. Khan , Al Ghurair University; Manoranjan Paul, Charles Sturt University; Lihong Zheng, Charles Sturt University

12. Investigating Keypoint Repeatability for 3D Correspondence Estimation in Cluttered Scenes

    Quang Tri Chiem, RMIT University; Richardt H. Wilkinson, RMIT University; Margaret Lech, RMIT University; Eva Cheng, RMIT University

13. A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval

    Hamid Shojanazeri, Federation University Australia; Shyh Wei Teng, Federation University Australia; Dengsheng Zhang, Federation University Australia; Guojun Lu, Federation University Australia

14. Real-time visual rotational velocity estimation using a biologically-inspired algorithm on embedded hardware

    Phillip Skelton, University of South Australia; Anthony Finn, University of South Australia; Russell Brinkworth, University of South Australia

15. An Accurate Feature Point Matching Algorithm for Automatic Remote Sensing Image Registration

    Guan-Long Wu, National Taiwan University; Herng Hua Chang, National Taiwan University

16. Learning Deep Spatial-Spectral Features for Material Segmentation in Hyperspectral Images

    Yu Zhang, The Chinese University of Hong Kong; King N. Ngan, University of Electronic Science and Technology; Cong Phuoc Huynh, Australian National University; Nariman Habili, Data61-CSIRO

17. Robust Tracking via Spatio-Temporally Weighted Multiple Instance Learning

    Li Wang, National University of Defence Technology; Xiaoan Tang, National University of Defence Technology; Dongdong Li, National University of Defence Technology

18. A Novel Quality Metric Using Spatiotemporal Correlational Data of Human Eye Maneuver

    Pallab Podder, Charles Sturt University; Manoranjan Paul, Charles Sturt University; Manzur Murshed, Federation University Australia

19. Multi-feature kernel discriminant dictionary learning for classification in Alzheimer’s disease

    Qing Li, Beijing Normal University; Xia Wu, Beijing Normal University; Lele Xu, Beijing Normal University; Li Yao, Beijing Normal University; Kewei Chen, Banner Alzheimer's Institute and Banner Good Samaritan PET Center

20. Image Set Compression with Content Adaptive Sparse Dictionary

    Qiang Li , Beijing University of Technology; Jin Wang, Beijing University of Technology; Jinghua Li, Beijing University of Technology; Baocai Yin, Beijing University of Technology

21. Pollution Detection on Rail Surface for Adhesion Evaluation using Multispectral Images

    Claire Nicodeme, Mines ParisTech; Bogdan Stanciulescu, Mines ParisTech

22. Morse Codes Enter Using Finger Gesture Recognition

    Ricky Li, Auckland University of Technology; Minh Nguyen, Auckland University of Technology; Weiqi Yan, Auckland University of Technology

23. The Effect of Distance Similarity Measures on the Performance of Face, Ear and Palm Biometric Systems

    Inas Al-Taie, Essex University; Nassr Azeez, Essex University; Arwa Basbrain, University of Essex; Adrian Clark, Essex University

24. Viewpoint Invariant RGB-D Human Action Recognition

    Jian Liu, University of Western Australia; Naveed Akhtar, University of Western Australia; Ajmal Mian, University of Western Australia

25. Learning Deep Spatial Lung Features by 3D Convolutional Neural Network for Early Cancer Detection

    Taolin Jin, University of Sydney; Hui Cui, University of Sydney; Shan Zeng, Wuhan Polytechnic University; Xiuying Wang, University of Sydney

26. Investigation of Gender and Race Classification for Different Color Models

    Ahmed Mohammed, Deakin University; Atul Sajjanhar, Deakin University

27. Video Summarization via Simultaneous Block Sparse Representation

    Mingyang Ma, Northwestern Polytechnical University; Shaohui Mei, Northwestern Polytechnical University; Shuai Wan, Northwestern Polytechnical University; Zhiyong Wang, University of Sydney; David Dagan Feng, University of Sydney

28. Exploring Kernel based Spatial Context for CNN based Hyperspectral Image Classification

    Jingyu Ji, Northwestern Polytechnical University; Shaohui Mei, Northwestern Polytechnical University; Xiao Liu, Northwestern Polytechnical University; Xu Li, Northwestern Polytechnical University; Shan Zeng, Wuhan Polytechnic University; Zhiyong Wang, University of Sydney

29. A Novel Orientation Context-based Posture Description and its Locality-Preserving Fisher Discrimination Dictionary Learning

    Renlong Pan, South China University of Technology; Lihong Ma, South China University of Technology; Yupeng Zhan, South China University of Technology; Shaozhi Cai, South China University of Technology

30. 3D segmentation of residual thyroid tissue using constrained region growing and voting strategies

    Guoqing Bao, University of Sydney; Chaojie Zheng, University of Sydney; Panli Li, Ren Ji Hospital; Hui Cui, University of Sydney; Xiuying Wang, University of Sydney; Shaoli Song, Ren Ji Hospital; Gang Huang, Ren Ji Hospital; David Dagan Feng, University of Sydney

Oral Session 2 – Detection and Recognition

16:00-17:15, Wednesday 29 November
Session Chair: Prof Ajmal Mian, University of Western Australia

1. HOSO: Histogram of Surface Orientation for RGB-D Salient Object Detection

   David Feng, Data61 – CSIRO; Nick Barnes, Australian National University; Shaodi You, Data61 – CSIRO

2. Micro Actions and Deep Static Features for Activity Recognition

   Sameera Ramasinghe, University of Moratuwa; Jathushan Rajasegaran, University of Moratuwa; Vinoj Jayasundara, University of Moratuwa; Kanchana Ranasinghe, University of Moratuwa; Ranga Rodrigo, University of Moratuwa; Ajith Pasqual, University of Moratuwa

3. Attention to the Scale: Deep Multi-Scale Salient Object Detection

   Jing Zhang, Northwesten Polytechnical University; Yuchao Dai, Australian National University; Bo Li, Northwesten Polytechnical University; Mingyi He, Northwesten Polytechnical University

4. Fine-grained Butterfly Recognition with Deep Residual Networks: A New Baseline and Benchmark

   Lin Nie, Sun Yat-sen University; Keze Wang, Sun Yat-sen University; Xiaoling Fan, South China Agricultural University; Yuefang Gao, South China Agricultural University

5. Multi-Saliency Detection via Instance Specific Element Homology

   Li Zhou, Chang’an University; Jianwu Fang, Xian Jiaotong University; Yongfeng, Chang’an University; Jianru Xue, Xian Jiaotong University

Main Conference Day 2 – Thursday 30 November (Novotel Sydney Manly Pacific)

Oral Session 3 – Object Tracking

10:30-12:00, Thursday 30 November
Session Chair: Dr Getian Ye, Canon Information Systems Research Australia (CiSRA)

1. Bi-Prediction: Pedestrian Trajectory Prediction based on Bidirectional LSTM Classification

   Hao Xue, University of Western Australia; Du Q. Huynh, University of Western Australia; Mark Reynolds, University of Western Australia

2. Hyper-feature based Tracking with the Fully-convolutional Siamese Network

   Yangliu Kuai, National University of Defense Technology; Gongjian Wen, National University of Defense Technology; Dongdong Li, National University of Defense Technology

3. Robust Real-time Visual Object Tracking via Multi-scale Fully Convolutional Siamese Networks

   Longchao Yang, Xian Jiaotong University; Peilin Jiang, Xian Jiaotong University; Fei Wang, Xian Jiaotong University; Xuan Wang, Xian Jiaotong University

4. Deformable and Occluded Object Tracking via Graph Learning

   Wei Han, Nanyang Technological University; Guang-Bin Huang, Nanyang Technological University; Dongshun Cui, Nanyang Technological University

5. Gate and Common Pathway Detection in Crowd Scenes using Motion Units and Meta-Tracking

   Abdullah N. Moustafa, Egypt-Japan University of Science and Technology Alexandria; Mohamed E. Hussein, Information Sciences Institute USA; Walid Gomaa, Egypt-Japan University of Science and Technology Alexandria

6. Multi-object Model-free Tracking with Joint Appearance and Motion Inference

   Chongyu Liu, University of Adelaide; Rui Yao, China University of Mining and Technology; S. Hamid Rezatofighi, University of Adelaide; Qinfeng Shi, University of Adelaide

Poster Session 2

14:30-16:00, Thursday 30 November
Session Chair: Dr Jiafeng Li, Beijing University of Technology

1. Towards Automated Feature-Based Calibration of Wide-Area Motion Imagery

   Anastasiia Volkova, University of Sydney; Peter W. Gibbens, University of Sydney

2. Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets

   Jonghwa Yim, Ajou University; Kyung-Ah Sohn, Ajou University

3. A Latent Space Understandable Generative Adversarial Network: SelfExGAN

   Yongjie Liu, University of Tokyo; Qianlong Wang, University of Tokyo; Yanlei Gu, University of Tokyo; Shunsuke Kamijo, University of Tokyo

4. Color Mapping for 3D Geometric Models without Reference Image Locations

   Fei Li, Fujitsu Research & Development Center Co., Ltd.; Yunfan Du, Fujitsu Research & Development Center Co., Ltd.; Hu Tian, Fujitsu Research & Development Center Co., Ltd.; Rujie Liu, Fujitsu Research & Development Center Co., Ltd.

5. Non-Periodic Translation Symmetry Detection using Global Self Similarity

   Carmine Pontecorvo, Defence Science and Technology Group; Nicholas Redding, Defence Science and Technology Group

6. Post rectifying methods to improve the accuracy of image annotation

   Artin Khatchatoorian, Sharif University of Technology; Mansour Jamzad, Sharif University of Technology

7. Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video

   Junpeng Zhang, University of New South Wales; Xiuping Jia, University of New South Wales; Jiankun Hu, University of New South Wales

8. Image Retrieval with Attribute-Associated Auxiliary References

   Lin Nie, Sun Yat-Sen University; Keze Wang, Sun Yat-Sen University; Wenxiong Kang, South China University of Technology; Yuefang Gao, South China Agricultural University

9. Recent Advance of Deep Learning for Sign Language Recognition

   Lihong Zheng, Charles Sturt University; Bin Liang, Charles Sturt University; Ailian Jiang, Taiyuan University of Technology

10. Extraction of Road Pixels from Airborne Image and Elevation Data: Focusing on Feature Selection

    Dimitri Bulatov, Fraunhofer IOSB; Sven Warnke, Fraunhofer IOSB

11. Judging Aesthetic Quality in Paintings Based on Artistic Inspired Color Features

    Seyed Ali Amirshahi, Norwegian University of Science and Tech; Joachim Denzler, Computer Vision Group, Friedrich Schiller University Jena, Germany

12. Bilinear CNN Models for Food Recognition

    Hesen Chen, Beijing University of Post and Telecommunications; Jingyu Wang, Beijing University of Post and Telecommunications; Qi Qi, Beijing University of Post and Telecommunications; Yujian Li, Beijing University of Post and Telecommunications; Haifeng Sun, Beijing University of Post and Telecommunications

13. Deep Multi-View Correspondence for Identity-Aware Multi-Target Tracking

    Adnan Hanif, Air University, Islamabad; Atif bin Mansoor, University of Western Australia; Ali Shariq Imran, NTNU Gjøvik, Norway

14. Tomographic Reconstruction using Global Statistical Priors

    Preeti Gopal, Indian Institute of Technology Bombay; Ritwick Chaudhry, Indian Institute of Technology Bombay; Sharat Chandran, IIT Bombay; Imants Svalbe, Monash University; Ajit Rajwade, IIT Bombay

15. Evaluation of Triple-Stream Convolutional Networks for Action Recognition

    Dichao Liu, Nagoya University; Yu Wang, Nagoya University; Jien Kato, Nagoya University

16. Collision Risk Rating of Traffic Scene from Dashboard Cameras

    Yu Wang, Nagoya University; Jien Kato, Nagoya University

17. An Automatic Technique for Power Line Pylon Detection from Point Cloud Data

    Mohammad Awrangjeb, Griffith University; David Jonas, AAM Pty Limited; Jun Zhou, Griffith University

18. Local and Global Feature Utilization for Breast Image Classification by Convolutional Neural Network

    Abdullah Nahid, Macquarie University; Yinan Kong, Macquarie University

19. A Method To Create Stable Lighting And Remove Specular Reflections for Vision Systems

    Gilbert Eaton, Griffith University; Andrew Busch, Griffith University; Rudi Bartels, Griffith University; Yongsheng Gao, Griffith University

20. Integration of Variational Optical Flow and Surface Splines for Dense Correspondence Estimation of Remotely Sensed Images

    Manimala Mahato, IIT Bombay; Shirishkumar Gedam, IIT Bombay

21. Learning Variance Kernelized Correlation Filters for Robust Visual Object Tracking

    Chenghuan Liu, University of Western Australia; Du Huynh, University of Western Australia; Mark Reynolds, University of Western Australia

22. Fast and Robust Multi-modal Image Registration for 3D Knee Kinematics

    Shabnam Saadat, UNSW Canberra; Mark Pickering, UNSW Canberra; Diana Perriman, The Canberra Hospital; Jennie Scarvell, The Canberra Hospital and the Australian National University School of Medicine; Paul Smith, The Canberra Hospital and University of Canberra

23. Real-time Lane Departure Warning System on a Lower Resource Platform

    Aman Irshad, National University of Sciences and Technology; Anam Khan, National University of Sciences and Technology; Ibrar Yunus, National University of Sciences and Technology; Faisal Shafait, National University of Sciences and Technology

24. Constrained Stochastic Gradient Descent: The Good Practice

    Soumava Kumar Roy, Australian National University; Mehrtash Harandi, Data61-CSIRO

25. Light-field camera calibration from raw images

    Charles-Antoine Noury, Institut Pascal; Céline Teulière, Institut Pascal; Michel Dhome, Institut Pascal

26. End-to-End Correspondence and Relationship Learning of Mid-Level Deep Features for Person Re-Identification

    Shan Lin, University of Warwick; Chang-Tsun Li, University of Warwick

27. TenniSet: A Dataset for Dense Fine-Grained Event Recognition, Localisation and Description

    Hayden Faulkner, University of Adelaide; Anthony Dick, University of Adelaide

28. Multiple Object Tracking using Motion Vectors from Compressed Video

    Weisheng Li, Flinders University; David M W Powers, Flinders University

29. Face Retrieval in Video Sequences using a Single Face Sample

    Bin Liang, Data61; Lihong Zheng, Charles Sturt University; Jiwan Han, Aberystwyth University

30. Image based Facial Micro-Expression Recognition using Deep Learning on Small Datasets

    Madhumita Takalkar, University of Technology Sydney; Min Xu, University of Technology Sydney

Main Conference Day 3 – Friday 1 December (Novotel Sydney Manly Pacific)

Special Session - IVPIFS
Image and Video Processing for Information Forensics and Security

9:00-10:00, Friday 1 December
Session Chair:
A/Prof Shyh Wei Teng, Federation University Australia;
Prof Ying Liu, Xian University of Posts and Telecommunications, China;
Prfo Jiulun Fan, Xian University of Posts and Telecommunications, China

Oral Presentations on IVPIFS

1. Affective Video Events Summarization using EMD Decomposed EEG Signals (EDES)

   Md. Musfequs Salehin, Charles Sturt University; Manoranjan Paul, Charles Sturt University

2. Robust Gait Recognition under Unconstrained Environments using Hybrid Descriptions

   Lingxiang Yao, Nanjing University of Science and Technology; Worapan Kusakunniran, Mahidol University; Qiang Wu, University of Technology Sydney; Jian Zhang, University of Technology Sydney; Zhenmin Tang, Nanjing University of Science and Technology

3. Cuboid Segmentation for Effective Image Retrieval

   Manzur Murshed, Federation University Australia; Shyh Wei Teng, Federation University Australia; Guojun Lu, Federation University Australia

4. Closed and Open-world Person Re-identification and Verification

   Solene Chan-Lang, CEA-LIST; Quoc-Cuong Pham, CEA-LIST; Catherine Achard, Sorbonne University

Oral Session 4 – Machine Learning

10:30-12:00, Friday 1 December
Session Chair: Dr Hugh Kennedy, Defence Science and Technology Group (DSTG)

1. L1-2DPCA Revisit via Optimization on Product Manifolds

   Haoran Chen, Beijing University of Technology; Yanfeng Sun, Beijing University of Technology; Junbin Gao, University of Sydney; Yongli Hu, Beijing University of Technology; Fujiao Ju, Beijing University of Technology

2. RATSAC – Random Tree Sampling for Maximum Consensus Estimation

   Huu Le, University of Adelaide; Tat-Jun Chin, University of Adelaide; David Suter, University of Adelaide

3. Human Pose Forecasting via Deep Markov Models

   Sam Toyer, Australian National University; Anoop Cherian, Australian National University; Tengda Han, Australian National University; Stephen Gould, Australian National University

4. Region of Interest Autoencoders with an Application to Pedestrian Detection

   Jerome Williams, University of Adelaide; Gustavo Carneiro, University of Adelaide; David Suter, University of Adelaide

5. Counting People based on Linear, Weighted and Local Random Forests

   Helia Farhood, University of Technology Sydney; Xiangjian He, University of Technology Sydney; Wenjing Jia, University of Technology Sydney; Michael Blumenstein, University of Technology Sydney; Hanhui Li, Sun Yat-sen University

6. Using Convolutional Neural Networks and Transfer Learning for Bone Age Classification

   Jianlong Zhou, Data61-CSIRO; Zelin Li, Data61-CSIRO; Weiming Zhi, Data61-CSIRO; Bin Liang, Data61-CSIRO; Daniel Moses, Prince of Wales Hospital; Laughlin Dawes, Prince of Wales Hospital

Oral Session 5 – Hyperspectral Imaging

13:30-14:30, Friday 1 December
Session Chair: A/Prof Mark Pickering, University of New South Wales

1. Combining Unmixing and Deep Feature Learning for Hyperspectral Image Classification

   Fahim Irfan Alam, Griffith University; Jun Zhou, Griffith University; Lei Tong, Beijing University of Technology; Alan Wee-Chung Liew, Griffith University; Yongsheng Gao, Griffith University

2. Spectral-spatial Hyperspectral Image Classification via Boundary-adaptive Deep Learning

   Atif Mughees, Tsinghua University; Linmi Tao, Tsinghua University

3. Material Based Boundary Detection in Hyperspectral Images

   Suhad Lateef Al-khafaji, Griffith University; Ali Zia, Griffith University; Jun Zhou, Griffith University; Alan Wee-Chung Liew, Griffith University

4. Plant Disease Detection using Hyperspectral Imaging

   Peyman Moghadam, Data61-CSIRO; Daniel Ward, Data61-CSIRO; Ethan Goan, Data61-CSIRO; Srimal Jayawardena, Data61-CSIRO; Pavan Sikka, Data61-CSIRO; Emili Hernandez, Data61-CSIRO

Poster Session 3

14:30-15:30, Friday 1 December
Session Chair: Prof Wenxiong Kang, South China University of Technology

1. Multi-feature Fusion for Crime Scene Investigation Image Retrieval

   Ying Liu, Xi’an University of Post & Telecommunications; Dan Hu, Xi’an University of Post & Telecommunications; Jiulun Fan, Xi’an University of Post & Telecommunications; Fuping Wang, Xi’an University of Post & Telecommunications; Dengsheng Zhang, Federation University

2. Improved Kernel Descriptors for Effective and Efficient Image Classification

   Priyabrata Karmakar, Federation University Australia; Shyh Wei Teng, Federation University Australia; Dengsheng Zhang, Federation University Australia; Ying Liu, Xi’an University of Posts & Telecommunication; Guojun Lu, Federation University Australia

3. A lightweight discriminative tracker based on classification and similarity

   Weinong Wang, Xi'an Jiaotong University; Fei Wang, Xi'an Jiaotong University; Yu Guo, Xi'an Jiaotong University

4. Local Features Augmenting for Better Image Retrieval

   Longjiao Zhao*, Nagoya University; Yu Wang, Nagoya University; Jien Kato, Nagoya University

5. Action Recognition based on Correlated Codewords of Body Movements

   Worapan Kusakunniran, Mahidol University; Qiang Wu, University of Technology Sydney; Jian Zhang, University of Technology Sydney

6. Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision

   Victor Stamatescu*, University of South Australia; Russell Brinkworth, University of South Australia; Gwilyn Saunders, University of South Australia; Peter Barsznica, University of South Australia; Kin Liu, University of South Australia; Manjung Kim, University of South Australia; Will Meakin, University of South Australia; Sebastien Wong, DST; Mark McKenzie, Defence Science and Technology Group

7. Recurrent Highway Networks with Attention Mechanism for Scene Text Recognition

   Haodong Yang*, National University of Defense Technology; Shuohao LI, National University of Defense Technology; Xiaoqing Yin, National University of Defense Technology; Anqi Han, National University of Defense Technology; Jun Zhang, National University of Defense Technology

8. Learning from Data Stream based on Random Projection and Hoeffding Tree Classifier

   Xuan Cuong Pham, Water Resource University, Hanoi, Vietnam; Manh Truong Dang, Hanoi University of Science and Technology; Sang Viet Dinh, Hanoi University of Science and Technology; Son Hoang, National Institute of Education Management; Thanh Nguyen, Griffith University; Alan Wee-Chung Liew, Griffith University

9. Two-pass Clustering Technique for Orientation-invariant and Language-independent Text Localization

   Chayut Wiwatcharakoses, Tokyo Institute of Technology; Osamu Hasegawa, Tokyo Institute of Technology

10. A Novel Building Change Detection Method Using 3D Building Model

    Fasahat Siddiqui, Griffith University; Mohammad Awrangjeb, Griffith University

11. Irish Sign Language Recognition Using Principal Component Analysis and Convolutional Neural Networks

    Marlon Oliveira, Dublin City University; Houssem Chatbri, DCU; Suzanne Little, DCU; Ylva Ferstl, ADAPT Centre; Noel O'Connor, DCU; Alistair Sutherland, Dublin City University

12. A Novel Virtual View Quality Enhancement Technique through a Learning of Synthesised Video

    D M Motiur Rahaman, Charles Sturt University; Manoranjan Paul, Charles Sturt University

13. Robust video watermarking approach based on Crowdsourcing and hybrid insertion

    Asma Kerbiche, University of Tunis El Manar; Saoussen Ben Jabra, University of Tunis El Manar; Ezzeddine Zagrouba, University of Tunis El Manar; Vincent Charvillat, University of Toulouse

14. Automatic Recognition of Human Emotions Induced by Visual Contents of Digital Images Based on Color Histogram

    Seyed Abdolreza Mohseni, RMIT University; Hong Ren Wu, RMIT University; James Thom, RMIT University

15. Learning Geometric Equivalence Between Patterns Using Embedding Neural Networks

    Olga Moskvyak, Queensland University of Technology; Frederic Maire, Queensland University of Technology

16. A Novel Bayesian Framework for Online Imbalanced Learning

    Thuy Nguyen, Griffith University; Alan Wee-Chung Liew, Griffith University; Thanh Nguyen, Griffith University; Shilin Wang, Shanghai JiaoTong University

17. Character Recognition via a Compact Convolutional Neural Network

    Haifeng Zhao, Jinling Institute of Technology; Yong Hu, Jinling Institute of Technology; Jinxia Zhang, Southeast University

18. Ubiquitous Document Capturing with Deep Learning

    Tayyaba Naz, NUST-SEECS; Anam Ahmad Khan, NUST-SEECS; Faisal Shafait, NUST-SEECS

19. A Comparison Between Anatomy-Based and Data-Driven Tree Models for Human Pose Estimation

    Huynh Vu, RMIT University; Richardt Wilkinson, RMIT University; Margaret Lech, RMIT University; Eva Cheng, RMIT University

20. Visual change detection using multi-scale super pixel

    Jayavardhana Gubbi, TCS Research and Innovation; Akshaya Ramaswamy, TCS Research and Innovation; Sandeep N. K., TCS Research and Innovation; Ashley Varghese, TCS Research and Innovation; Balamuralidhar P., TCS Research and Innovation

21. 4K Ultra High Definition Video Coding using Homogeneous Motion Discovery Oriented Prediction

    Ashek Ahmmed, Rajshahi University of Engineering and Technology; Afrin Rahman, Rajshahi University of Engineering and Technology; Mark Pickering, University of New South Wales; Aous Thabit Naman, University of New South Wales

22. An Automatic Student Verification System Utilising Off-line Thai Name Components

    Hemmaphan Suwanwiwat, James Cook University; Abhijit Das, University of Technology Sydney; Miguel A. Ferrer, University of Las; Umapada Pal, Indian Statistical Institute; Michael Blumenstein, University of Technology Sydney

23. Pedestrian Detection Based on Imbalance Prior for Surveillance Video

    Hui Zhang, Beijing University of Technology; Xiaochen Hu, Beijing University of Technology; Li Zhuo, Beijing University of Technology; Jing Zhang, Beijing University of Technology

24. An Approach for Sequential Dictionary Learning in Nonuniform Noise

    Asif Iqbal, University of Melbourne; Abd-Krim Seghouane, University of Melbourne

25. Extreme Weather Recognition using A Novel Fine-tuning Strategy and Optimized GoogLeNet

    Ziqi Zhu, Beijing University of Technology; Jiafeng Li, Beijing University of Technology; Li Zhuo, Beijing University of Technology; Jing Zhang, Beijing University of Technology

26. An Adaptive Correction Algorithm for Non-Uniform Illumination Panoramic Images based on the Improved Bilateral Gamma Function

    Dianwei Wang, Xi’an University of Post & Telecommunications; Weichao Yan, Xi’an University of Post & Telecommunications; Tingge Zhu, Xi’an University of Post & Telecommunications; Yongjun Xie, Xi’an Institute of Optics and Precision Mechanics, CAS; Haijun Song, Xi’an Institute of Optics and Precision Mechanics, CAS; Xinrong Hu, Xi’an Institute of Optics and Precision Mechanics, CAS

Oral Session 6 – Image/Video Segmentation and Classification

15:30-17:00, Friday 1 December
Session Chair: Dr Changming Sun, Data61 – CSIRO

1. A Fully-Convolutional Framework for Semantic Segmentation

   Yalong Jiang, Hong Kong Polytechnic University; Zheru Chi, Hong Kong Polytechnic University

2. From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling

   Thorsten Wilhelm, TU Dortmund University; Rene Grzeszick, TU Dortmund University; Gernot A. Fink, TU Dortmund University; Christian Wohler, TU Dortmund University

3. A Framework to Combine Multi-Object Video Segmentation and Tracking

   Sehr Nadeem, National University of Science and Technology; Anis Rahman, National University of Science and Technology; Asad A. Butt, National Institute of Standards and Technology

4. Active Surfaces for Selective Object Segmentation in 3D

   Jozsef Molnar, Hungarian Academy of Sciences; Ervin Tasnadi, Hungarian Academy of Sciences; Balint Kintses, Hungarian Academy of Sciences; Zoltan Farkas, Hungarian Academy of Sciences; Csaba Pal, Hungarian Academy of Sciences; Peter Horvath, University of Helsinki; Tivadar Danka, Hungarian Academy of Sciences

5. Action Parsing using Context Features

   Nagita Mehrseresht, Canon Information Systems Research Australia

6. Improved Tamura Features for Image Classification using Kernel based Descriptors

   Priyabrata Karmakar, Federation University Australia; Shyh Wei Teng, Federation University Australia; Dengsheng Zhang, Federation University Australia; Ying Liu, Xi’an University of Posts and Telecommunications; Guojun Lu, Federation University Australia