| 2019 | SRM Superpixel Merging Framework for Precise Segmentation of Cervical Nucleus. | Ratna Saha, Mariusz Bajger, Gobert N. Lee |
| 2019 | Real-Time Human Gaze Estimation. | Thomas Rowntree, Carmine Pontecorvo, Ian D. Reid |
| 2019 | Wave Scale, Speed and Direction from Airborne Video of Maritime Scene. | Kent Rosser, Javaan S. Chahl |
| 2019 | Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. | Antonio Robles-Kelly, Asef Nazari |
| 2019 | Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. | Syed Tahseen Raza Rizvi, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed |
| 2019 | Modelling and Flame Segmentation for Real-Time Monitoring of Rotary Kilns. | John Ridley, Duc-Son Pham, Mihai M. Lazarescu |
| 2019 | Historical Document Text Binarization using Atrous Convolution and Multi-Scale Feature Decoder. | Hanif Rasyidi, Salman H. Khan |
| 2019 | Adult or Child: Recognizing through Touch Gestures on Smartphones. | Osama Rasheed, Aimal Rextin, Mehwish Nasim |
| 2019 | Detection of Central Retinal Vein Occlusion using Guided Salient Features. | N. Rajapaksha, Lochandaka Ranathunga, K. M. P. K. Bandara |
| 2019 | Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data. | Son Lam Phung, Thi Nhat Anh Nguyen, Hoang Thanh Le, Philip B. Chapple, Christian H. Ritz, Abdesselam Bouzerdoum, Le Chung Tran |
| 2019 | Improved Image Analysis Methodology for Detecting Changes in Evidence Positioning at Crime Scenes. | Mark Petty, Shyh Wei Teng, M. Manzur Murshed |
| 2019 | To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? | Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell |
| 2019 | Part-Based Feature Aggregation Method for Dynamic Scene Recognition. | Xiaoming Peng, Abdesselam Bouzerdoum |
| 2019 | Measurement of Traffic Volume by Time Series Images Created from Horizontal Edge Segments. | Kazunori Onoguchi |
| 2019 | Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals. | Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati |
| 2019 | Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. | Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri |
| 2019 | An Automated Method for Individual Wire Extraction from Power Line Corridor using LiDAR Data. | Nosheen Munir, Mohammad Awrangjeb, Bela Stantic |
| 2019 | Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. | Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun |
| 2019 | Facial-Expression Recognition from Video using Enhanced Convolutional LSTM. | Ryo Miyoshi, Noriko Nagata, Manabu Hashimoto |
| 2019 | Enhanced Micro Target Detection through Local Motion Feedback in Biologically Inspired Algorithms. | Aaron Melville-Smith, Anthony Finn, Russell S. A. Brinkworth |
| 2019 | Change Detection over the State of Queensland using High Resolution Planet Satellite Mosaics. | Connor McLaughlin, Holly Hutson, Lance De Vine, Alan Woodley, Shlomo Geva, Timothy Chappell, Wayne Kelly, Wageeh W. Boles, Dimitri Perrin |
| 2019 | Using Style-Transfer to Understand Material Classification for Robotic Sorting of Recycled Beverage Containers. | Mark D. McDonnell, Bahar Moezzi, Russell S. A. Brinkworth |
| 2019 | Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images. | Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Frmling |
| 2019 | Temporal 3D Fully Connected Network for Water-Hazard Detection. | Juntao Li, Chuong V. Nguyen, Shaodi You |
| 2019 | Perspective-Consistent Multifocus Multiview 3D Reconstruction of Small Objects. | Hengjia Li, Chuong V. Nguyen |