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DICTA 2019: Perth, Australia
- 2019 Digital Image Computing: Techniques and Applications, DICTA 2019, Perth, Australia, December 2-4, 2019. IEEE 2019, ISBN 978-1-7281-3857-2
- Kazunori Onoguchi:
Measurement of Traffic Volume by Time Series Images Created from Horizontal Edge Segments. 1-7 - Anh-Dzung Doan, Yasir Latif, Tat-Jun Chin, Yu Liu, Shin-Fang Ch'ng, Thanh-Toan Do, Ian D. Reid
:
Visual Localization under Appearance Change: A Filtering Approach. 1-8 - Can Peng
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? 1-8 - Osama Rasheed, Aimal Rextin, Mehwish Nasim
Adult or Child: Recognizing through Touch Gestures on Smartphones. 1-8 - Nicholas Burleigh, Jordan King, Thomas Bräunl
Deep Learning for Autonomous Driving. 1-8 - Sonit Singh
From Chest X-Rays to Radiology Reports: A Multimodal Machine Learning Approach. 1-8 - John Ridley, Duc-Son Pham
Modelling and Flame Segmentation for Real-Time Monitoring of Rotary Kilns. 1-8 - Gabriel Silva
Automatic Generation of Lymphoma Post-Treatment PETs using Conditional-GANs. 1-6 - Takumi Sato, Kazuhiro Hotta:
EncapNet-3D and U-EncapNet for Cell Segmentation. 1-7 - Adrian Johnston, Gustavo Carneiro
Single View 3D Point Cloud Reconstruction using Novel View Synthesis and Self-Supervised Depth Estimation. 1-8 - Aaron Melville-Smith, Anthony Finn, Russell S. A. Brinkworth
Enhanced Micro Target Detection through Local Motion Feedback in Biologically Inspired Algorithms. 1-8 - Juntao Li, Chuong V. Nguyen
Temporal 3D Fully Connected Network for Water-Hazard Detection. 1-5 - Neel Kamal Bhagat, Y. Vishnusai, G. N. Rathna:
Indian Sign Language Gesture Recognition using Image Processing and Deep Learning. 1-8 - Shah Nawaz
Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals. 1-7 - N. Rajapaksha
Detection of Central Retinal Vein Occlusion using Guided Salient Features. 1-6 - Mikko Vihlman, Jakke Sakari Kulovesi, Arto Visala:
Tree Log Identity Matching using Convolutional Correlation Networks. 1-8 - Thien Huynh-The
Robust Image Watermarking Framework Powered by Convolutional Encoder-Decoder Network. 1-7 - Ruolin Liang, Qiuxia Wu, Xiaowei Yang:
Multi-Pooling Attention Learning for Melanoma Recognition. 1-6 - Giang Truong
Fast Point Cloud Registration using Semantic Segmentation. 1-8 - Nguyen Anh Tu
Scalable Video Classification using Bag of Visual Words on Spark. 1-8 - Toru Wakahara, Yukihiko Yamashita:
Image Alignment using Norm Conserved GAT Correlation. 1-6 - Ammad Ul Islam, Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait:
Hyperspectral Image Analysis for Writer Identification using Deep Learning. 1-7 - Ratna Saha
SRM Superpixel Merging Framework for Precise Segmentation of Cervical Nucleus. 1-8 - Chandrama Sarker
Evaluation of the Impact of Image Spatial Resolution in Designing a Context-Based Fully Convolution Neural Networks for Flood Mapping. 1-8 - Javeria Akbar, Muhammad Shahzad, Muhammad Imran Malik, Adnan Ul-Hasan, Faisal Shafait:
Runway Detection and Localization in Aerial Images using Deep Learning. 1-8 - Mohammad Al-Naser, Shoaib Ahmed Siddiqui, Hiroki Ohashi, Sheraz Ahmed, Nakamura Katsuyki, Takuto Sato, Andreas Dengel:
OGaze: Gaze Prediction in Egocentric Videos for Attentional Object Selection. 1-8 - Adrian Lapico, Mangalam Sankupellay, Louis Cianciullo
Using Image Processing to Automatically Measure Pearl Oyster Size for Selective Breeding. 1-8 - Ryosuke Kamiya, Kyoya Sawada, Kazuhiro Hotta:
Ensemble of Training Models for Road and Building Segmentation. 1-6 - Teng Zhang, Liangchen Liu, Arnold Wiliem, Stephen Connor, Zelkjo Ilich, Eddie Van Der Draai, Brian C. Lovell
Deep Corrosion Assessment for Electrical Transmission Towers. 1-6 - Xun Li
High-Throughput Plant Height Estimation from RGB Images Acquired with Aerial Platforms: A 3D Point Cloud Based Approach. 1-8 - Thomas Rowntree, Carmine Pontecorvo, Ian D. Reid
Real-Time Human Gaze Estimation. 1-7 - Hoda Imam, Bassem Amin Abdullah
Semantic Segmentation under Severe Imaging Conditions. 1-7 - Elena Vella, Anee Azim, Han X. Gaetjens, Boris Repasky, Timothy Payne:
Improved Detection for WAMI using Background Contextual Information. 1-9 - Uzair Nadeem
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. 1-7 - Junya Komori, Kazuhiro Hotta:
AB-PointNet for 3D Point Cloud Recognition. 1-6 - Muhammad Ali Shahzad, Rabeya Noor, Sheraz Ahmad, Ajmal Mian
Feature Engineering Meets Deep Learning: A Case Study on Table Detection in Documents. 1-6 - Mark Petty, Shyh Wei Teng
Improved Image Analysis Methodology for Detecting Changes in Evidence Positioning at Crime Scenes. 1-8 - Connor McLaughlin, Holly Hutson, Lance De Vine, Alan Woodley, Shlomo Geva, Timothy Chappell, Wayne Kelly, Wageeh W. Boles, Dimitri Perrin:
Change Detection over the State of Queensland using High Resolution Planet Satellite Mosaics. 1-8 - Yasmeen M. George
Automatic Nipple Detection Method for Digital Skin Images with Psoriasis Lesions. 1-8 - Rafael Felix, Ben Harwood, Michele Sasdelli
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space. 1-8 - Junling Wang, Mangalam Sankupellay, Dmitry A. Konovalov
Social Network Analysis of an Acoustic Environment: The Use of Visualised Data to Characterise Natural Habitats. 1-7 - Alessandro Calefati, Ignazio Gallo, Shah Nawaz
Reading Meter Numbers in the Wild. 1-6 - Dmitry A. Konovalov
Automatic Weight Estimation of Harvested Fish from Images. 1-7 - Junaid Younas, Syed Tahseen Raza Rizvi
FFD: Figure and Formula Detection from Document Images. 1-7 - Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas:
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation. 1-7 - Hyun-Ho Kim, Doochun Seo, Jaeheon Jung, Donghwan Cha, Donghan Lee:
Blind Motion Deblurring for Satellite Image using Convolutional Neural Network. 1-8 - Antonio Robles-Kelly, Asef Nazari:
Incorporating the Barzilai-Borwein Adaptive Step Size into Sugradient Methods for Deep Network Training. 1-6 - Son Lam Phung
Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data. 1-7 - Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Främling:
Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images. 1-7 - Syed Tahseen Raza Rizvi
Benchmarking Object Detection Networks for Image Based Reference Detection in Document Images. 1-8 - Mark D. McDonnell
Using Style-Transfer to Understand Material Classification for Robotic Sorting of Recycled Beverage Containers. 1-8 - Sheng Xu, Hanlin Chen, Kexin Liu, Jinhu Lü, Baochang Zhang:
Efficient Block Pruning Based on Kernel and Feature Stablization. 1-6 - Muhammad Uzair
Insect-Inspired Small Moving Target Enhancement in Infrared Videos. 1-8 - Md. Zakir Hossain, Ferdous Sohel
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. 1-7 - Thaer F. Ali, Alan Woodley:
STCEC: A Remote Sensing Dataset for Identifying Spatial-Temporal Change in Homogeneous and Heterogeneous Environments. 1-8 - Hengjia Li, Chuong V. Nguyen
Perspective-Consistent Multifocus Multiview 3D Reconstruction of Small Objects. 1-8 - Rabiul Islam Jony, Alan Woodley, Dimitri Perrin:
Flood Detection in Social Media Images using Visual Features and Metadata. 1-8 - Fayez Tarsha Kurdi, Mohammad Awrangjeb
Automated Building Footprint and 3D Building Model Generation from Lidar Point Cloud Data. 1-8 - Riccardo La Grassa
A Classification Methodology Based on Subspace Graphs Learning. 1-8 - Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov
Data-Efficient Classification of Birdcall through Convolutional Neural Networks Transfer Learning. 1-8 - Sajib Saha, Yogesan Kanagasingam:
Haar Pattern Based Binary Feature Descriptor for Retinal Image Registration. 1-6 - Ava Assadi Abolvardi, Len Hamey
Registration Based Data Augmentation for Multiple Sclerosis Lesion Segmentation. 1-5 - Mina Ghaffari, Arcot Sowmya, Ruth Oliver
Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network. 1-5 - Ryo Miyoshi, Noriko Nagata
Facial-Expression Recognition from Video using Enhanced Convolutional LSTM. 1-6 - Gemma Dianne, Arnold Wiliem, Brian C. Lovell
Deep-Learning from Mistakes: Automating Cloud Class Refinement for Sky Image Segmentation. 1-8 - Ignazio Gallo, Shah Nawaz
Picture What You Read. 1-7 - Xiaoming Peng, Abdesselam Bouzerdoum:
Part-Based Feature Aggregation Method for Dynamic Scene Recognition. 1-8 - Annus Zulfiqar, Adnan Ul-Hasan, Faisal Shafait:
Logical Layout Analysis using Deep Learning. 1-5 - Md. Moniruzzaman
Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. 1-7 - Fahim Irfan Alam
Abundance-Guided Superpixels and Recurrent Neural Network for Hyperspectral Image Classification. 1-8 - Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang
Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. 1-8 - Kaixu Huang, Fanman Meng, Hongliang Li, Shuai Chen, Qingbo Wu, King N. Ngan:
Class Activation Map Generation by Multiple Level Class Grouping and Orthogonal Constraint. 1-6 - Upeka Somaratne, Kok Wai Wong, Jeremy Parry, Ferdous Sohel
Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. 1-7 - Muhammad Rafiqul Islam, Manoranjan Paul
Rain Streak Removal from Video Sequence using Spatiotemporal Appearance. 1-7 - Kuruparan Shanmugalingam, Nisal Chandrasekara, Calvin Hindle, Gihan Fernando, Chanaka Gunawardhana:
Corporate IT-Support Help-Desk Process Hybrid-Automation Solution with Machine Learning Approach. 1-7 - Nosheen Munir, Mohammad Awrangjeb
An Automated Method for Individual Wire Extraction from Power Line Corridor using LiDAR Data. 1-8 - Jason Kugelman, David Alonso-Caneiro
Constructing Synthetic Chorio-Retinal Patches using Generative Adversarial Networks. 1-8 - Philip Hawkins, Frédéric Maire, Simon Denman, Mahsa Baktashmotlagh
Object Graph Networks for Spatial Language Grounding. 1-8 - Hanif Rasyidi, Salman H. Khan:
Historical Document Text Binarization using Atrous Convolution and Multi-Scale Feature Decoder. 1-8 - Brian Lee, Syed Zulqarnain Gilani
Facial Gender Classification - Analysis using Convolutional Neural Networks. 1-8 - Prasoon Ambalathankandy
Radiography Contrast Enhancement: Smoothed LHE Filter a Practical Solution for Digital X-Rays with Mach Band. 1-8 - Kent Rosser, Javaan S. Chahl
Wave Scale, Speed and Direction from Airborne Video of Maritime Scene. 1-7
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