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DICTA 2018: Canberra, Australia
- 2018 Digital Image Computing: Techniques and Applications, DICTA 2018, Canberra, Australia, December 10-13, 2018. IEEE 2018, ISBN 978-1-5386-6602-9
- Ahmed Abobakr
, Mohammed Hossny, Hala Abdelkader
RGB-D Fall Detection via Deep Residual Convolutional LSTM Networks. 1-7 - Teng Zhang, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
Training Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach. 1-6 - Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. 1-5 - Khamael Al-Dulaimi, Vinod Chandran, Jasmine Banks
Classification of White Blood Cells using Bispectral Invariant Features of Nuclei Shape. 1-8 - Afsaneh Koohestani, Parham M. Kebria
Drivers Performance Evaluation using Physiological Measurement in a Driving Simulator. 1-6 - Meicheng Chu, Bo Liu, Fugen Zhou, Xiangzhi Bai, Bin Guo:
Bone Age Assessment Based on Two-Stage Deep Neural Networks. 1-6 - Heng Wang
Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. 1-8 - Yi Guo, Simon Green, Laurence Park, Lauren Rispen:
Left Ventricle Volume Measuring using Echocardiography Sequences. 1-8 - Shafiullah Soomro, Kwang Nam Choi:
Active Contours Based on An Anisotropic Diffusion. 1-6 - Ratna Saha
Circular Shape Prior in Efficient Graph Based Image Segmentation to Segment Nucleus. 1-8 - Kun Zhao, Yu Ji Jerry Tang, Teng Zhang, Johanna Carvajal, Daniel F. Smith, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
DGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence. 1-7 - Toufique Ahmed Soomro, Olaf Hellwich, Ahmed J. Afifi
Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss. 1-8 - Chaoyi Zhang, Yang Song, Sidong Liu
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. 1-8 - Mina Rezaei, Haojin Yang, Christoph Meinel:
Generative Adversarial Framework for Learning Multiple Clinical Tasks. 1-8 - Gregg Belous, Andrew Busch
Online Relational Manifold Learning for Multiview Segmentation in Echocardiography. 1-5 - Saruar Alam, Len Hamey
Impact of MRI Protocols on Alzheimer's Disease Detection. 1-8 - Medhani Menikdiwela, Chuong V. Nguyen
Deep Learning on Brain Cortical Thickness Data for Disease Classification. 1-5 - Manu Francis, Murat Tahtali
Performance Analysis of an L-SPECT System with Modular Partial Ring Detectors and Multi-Pinhole Arrays. 1-5 - Luke A. Donnan
Complexity and Entropy of Knee Kinematics in a Joint Reposition Test: Effect of Strapping and Kinesiology Taping. 1-5 - Masood Mehmood Khan
A Novel Feature Space for Classifying Textures and Objects in Low-Resolution Infrared Images. 1-7 - Gilbert Eaton, Andrew Busch
Colour Analysis of Strawberries on a Real Time Production Line. 1-7 - Dmitry A. Konovalov
In Situ Cane Toad Recognition. 1-7 - Sergio R. Cruz
Hand Detection using Deformable Part Models on an Egocentric Perspective. 1-7 - Gengxing Wang, Wenxiong Kang, Qiuxia Wu, Zhiyong Wang, Junbin Gao:
Generative Adversarial Network (GAN) Based Data Augmentation for Palmprint Recognition. 1-7 - Wai Y. K. San, Teng Zhang, Shaokang Chen, Arnold Wiliem, Dario Stefanelli, Brian C. Lovell
Early Experience of Depth Estimation on Intricate Objects using Generative Adversarial Networks. 1-8 - Hiroyuki Komori, Kazunori Onoguchi:
Driving Lane Detection Based on Recognition of Road Boundary Situation. 1-8 - Nima Zarbakht
Lane Detection Under Adverse Conditions Based on Dual Color Space. 1-5 - Salah Eddine Kabbour, Pierre-Yves Richard
Human Ear Surface Reconstruction Through Morphable Model Deformation. 1-5 - Salah Eddine Kabbour, Pierre-Yves Richard
Clearing Multiview Structure Graph from Inconsistencies. 1-6 - Zongjian Zhang, Qiang Wu
Size-Invariant Attention Accuracy Metric for Image Captioning with High-Resolution Residual Attention. 1-8 - Ignazio Gallo, Alessandro Calefati, Shah Nawaz
Image and Encoded Text Fusion for Multi-Modal Classification. 1-7 - Hannes Plank, Gerald Holweg, Christian Steger
Fast and Energy-Efficient Time-of-Flight Distance Sensing Method for 3D Object Tracking. 1-8 - Renfei Sun, Zhiyong Wang, Kaylena Ehgoetz Martens, Simon J. G. Lewis:
Convolutional 3D Attention Network for Video Based Freezing of Gait Recognition. 1-7 - Hichem Abdellali, Zoltan Kato:
Absolute and Relative Pose Estimation of a Multi-View Camera System using 2D-3D Line Pairs and Vertical Direction. 1-8 - Dmitri Kamenetsky, Sau Yee Yiu, Martyn Hole:
Image Enhancement for Face Recognition in Adverse Environments. 1-6 - Choon Giap Goh, Wee Han Lim, Justus Chua, Indriyati Atmosukarto
Image Analytics for Train Crowd Estimation. 1-6 - Saman Arif, Faisal Shafait:
Table Detection in Document Images using Foreground and Background Features. 1-8 - Keishi Nishikawa, Jun Ohya, Takashi Matsuzawa, Atsuo Takanishi, Hiroyuki Ogata, Kenji Hashimoto
Automatic Detection of Valves with Disaster Response Robot on Basis of Depth Camera Information. 1-6 - Shafeeq Elanattil, Peyman Moghadam
Skeleton Driven Non-Rigid Motion Tracking and 3D Reconstruction. 1-8 - Yukun Yang, Min Xu
3D Multiview Basketball Players Detection and Localization Based on Probabilistic Occupancy. 1-8 - Kosaku Fujita, Masayuki Kobayashi, Tomoharu Nagao:
Data Augmentation using Evolutionary Image Processing. 1-6 - Md Tahmid Hossain, Shyh Wei Teng
Enhancing the Effectiveness of Local Descriptor Based Image Matching. 1-8 - Weixuan Sun, Shaodi You, Janine Walker, Kunming Li, Nick Barnes
Structural Edge Detection: A Dataset and Benchmark. 1-8 - Lingxiang Yao, Worapan Kusakunniran, Qiang Wu
Robust CNN-based Gait Verification and Identification using Skeleton Gait Energy Image. 1-7 - Marc Preissler, Chen Zhang, Maik Rosenberger, Gunther Notni:
Approach for Process Control in Additive Manufacturing Through Layer-Wise Analysis with 3-Dimensional Pointcloud Information. 1-6 - Di Wu
Similar Gesture Recognition using Hierarchical Classification Approach in RGB Videos. 1-7 - Mehrdad Shoeiby, Mohammad Ali Armin, Antonio Robles-Kelly
Image Registration via Geometrically Constrained Total Variation Optical Flow. 1-7 - Hassan Mahmood, Syed Mohammed Shamsul Islam
Dynamic Saliency Model Inspired by Middle Temporal Visual Area: A Spatio-Temporal Perspective. 1-8 - Florian Particke, Adam Kalisz, Christian Hofmann, Markus Hiller, Henrik Bey, Jörn Thielecke:
Systematic Analysis of Direct Sparse Odometry. 1-6 - Sean I. Young, David Taubman
Fast Optical Flow Extraction from Compressed Video. 1-8 - Meng Yang, Lida Rashidi, Aravinda S. Rao
Cluster-Based Crowd Movement Behavior Detection. 1-8 - Mirza Muhammad Ali Baig, Mian Ihtisham Shah, Muhammad Abdullah Wajahat, Nauman Zafar, Omar Arif:
Image Caption Generator with Novel Object Injection. 1-8 - Kh Tohidul Islam
An Exploration of Deep Transfer Learning for Food Image Classification. 1-5 - Guy Smith, Paul T. Jackway
A Scale-Free and Parameter-Free Image Edge Strength Measure. 1-8 - Allan Pennings, Imants D. Svalbe:
A New Method for Removing Asymmetric High Density Salt and Pepper Noise. 1-7 - Ying Liao, Weihong Li
Blur Kernel Estimation Model with Combined Constraints for Blind Image Deblurring. 1-8 - Elham Etemad, Qigang Gao:
Image Representation using Bag of Perceptual Curve Features. 1-8 - Yucheng Wang, Jialiang Shen, Jian Zhang
Deep Bi-Dense Networks for Image Super-Resolution. 1-8 - Hugh L. Kennedy
Whitening Pre-Filters with Circular Symmetry for Anomaly Detection in Hyperspectral Imagery. 1-8 - Sukhad Anand, Saksham Gupta, Vaibhav Darbari, Shivam Kohli:
Crack-pot: Autonomous Road Crack and Pothole Detection. 1-6 - Yue Li, Reji Mathew, David Taubman
Disparity Guided Texture Inpainting for Light Field View Synthesis. 1-7 - Matthew Ceko, Mustafa Hamid, Imants D. Svalbe, Timothy C. Petersen
Impulse-Equivalent Sequences and Arrays. 1-7 - Thanongchai Siriapisith, Worapan Kusakunniran, Peter Haddawy:
A General Approach to Segmentation in CT Grayscale Images using Variable Neighborhood Search. 1-7 - Haoyuan Du, Liquan Dong, Ming Liu, Yuejin Zhao, Wei Jia, Xiaohua Liu, Mei Hui, Lingqin Kong, Qun Hao:
Image Restoration Based on Deep Convolutional Network in Wavefront Coding Imaging System. 1-8 - Abdulla Al Suman
Inter-Subject Image Registration of Clinical Neck MRI Volumes using Discrete Periodic Spline Wavelet and Free form Deformation. 1-5 - Md. Asikuzzaman, Abdulla Al Suman
EPD Similarity Measure and Demons Algorithm for Object-Based Motion Estimation. 1-7 - D. M. Motiur Rahaman
Virtual View Quality Enhancement using Side View Temporal Modelling Information for Free Viewpoint Video. 1-6 - Tobias Scholz, Maik Rosenberger, Gunther Notni:
Massively Parallel Implementation of a Fast Resource Efficient White Light Interferometry Algorithm. 1-6 - Jialiang Shen, Yucheng Wang, Jian Zhang
Memory Optimized Deep Dense Network for Image Super-resolution. 1-6 - Md. Atiqur Rahman, Syed Mohammed Shamsul Islam
Histogram Alternation Based Digital Image Compression using Base-2 Coding. 1-8 - M. Daud Abdullah Asif, Yongsheng Gao
Face Recognition with Multi-channel Local Mesh High-order Pattern Descriptor and Convolutional Neural Network. 1-7 - M. Daud Abdullah Asif, Yongsheng Gao
Bay Lobsters Moulting Stage Analysis Based on High-Order Texture Descriptor. 1-7 - Tuan Q. Pham:
Asymmetric Recursive Gaussian Filtering for Space-Variant Artificial Bokeh. 1-8 - Kh Tohidul Islam
Road Trail Classification using Color Images for Autonomous Vehicle Navigation. 1-5 - Peter A. Fletcher, Matthew R. Arnison, Eric W. Chong:
Accurate Shift Estimation under One-Parameter Geometric Distortion using the Brosc Filter. 1-8 - Deepak Rajamohan, Mark Pickering, Matthew Garratt:
Using Edge Position Difference and Pixel Correlation for Aligning Stereo-Camera Generated 3D Scans. 1-5 - Wenjiao Bian, Toru Wakahara, Tao Wu, He Tang, Jirui Lin:
Binarization of Color Character Strings in Scene Images using Deep Neural Network. 1-6 - Girraj Pahariya:
Bi-Modal Content Based Image Retrieval using Multi-class Cycle-GAN. 1-7 - Rangwan Kasantikul, Worapan Kusakunniran:
Improving Supervised Microaneurysm Segmentation using Autoencoder-Regularized Neural Network. 1-7 - Shihao Jiang, Richard Hartley, Basura Fernando:
Kernel Support Vector Machines and Convolutional Neural Networks. 1-7 - Andrzej Sluzek
Descriptor-Driven Keypoint Detection. 1-8 - Son Anh Vo, Joel Scanlan
Image Processing for Traceability: A System Prototype for the Southern Rock Lobster (SRL) Supply Chain. 1-8 - Atul Sajjanhar, ZhaoQi Wu, Quan Wen:
Deep Learning Models for Facial Expression Recognition. 1-6 - Nosheen Abid, Adnan Ul-Hasan, Faisal Shafait:
DeepParse: A Trainable Postal Address Parser. 1-8 - Asghar Ali, Mark Pickering:
Feature-Level Fusion using Convolutional Neural Network for Multi-Language Synthetic Character Recognition in Natual Images. 1-6 - Victor Stamatescu, Mark D. McDonnell
Diagnosing Convolutional Neural Networks using Their Spectral Response. 1-8 - Duyen Lam, Atul Sajjanhar:
Heuristic Evaluations of Cultural Heritage Websites. 1-6 - Yong-Goo Shin, Min-Cheol Sagong, Yoon-Jae Yeo, Sung-Jea Ko:
Adversarial Context Aggregation Network for Low-Light Image Enhancement. 1-5 - Lu Zhang
Information Enhancement for Travelogues via a Hybrid Clustering Model. 1-8 - Sui Paul Ang
Human Brain Tissue Segmentation in fMRI using Deep Long-Term Recurrent Convolutional Network. 1-7 - Amanjot Kaur, Aamir Mustafa, Love Mehta, Abhinav Dhall:
Prediction and Localization of Student Engagement in the Wild. 1-8 - Shreyank Jyoti, Garima Sharma, Abhinav Dhall:
A Single Hierarchical Network for Face, Action Unit and Emotion Detection. 1-8 - Xuesong Le, Yufei Wang, Jun Jo:
Combining Deep and Handcrafted Image Features for Vehicle Classification in Drone Imagery. 1-6 - Khaled Saleh
Long-Term Recurrent Predictive Model for Intent Prediction of Pedestrians via Inverse Reinforcement Learning. 1-8 - Qiyu Liao, Hamish Holewa, Min Xu
Fine-Grained Categorization by Deep Part-Collaboration Convolution Net. 1-8 - M. Manzur Murshed
Enhanced Colour Image Retrieval with Cuboid Segmentation. 1-8 - Hongxiao Gan, Michael Towsey, Yuefeng Li, Jinglan Zhang, Paul Roe:
Animal Call Recognition with Acoustic Indices: Little Spotted Kiwi as a Case Study. 1-8 - Nashid Alam, Reyer Zwiggelaar:
Evaluation of Graph Topological Features in Digitized Mammogram for Microcalcification Cluster Classification. 1-7 - Yongliang Chen, Weiguo Gong, Chaoyue Chen, Weihong Li:
Learning Orientation-Estimation Convolutional Neural Network for Building Detection in Optical Remote Sensing Image. 1-8 - Frederic Ringsleben, Maik Benndorf, Thomas Haenselmann, Romana Boiger
A New Approach using Characteristic Video Signals to Improve the Stability of Manufacturing Processes. 1-7 - Kuilin Wu, Sen Jia:
2D Gabor-Based Sparse Representation Classification for Hyperspectral Imagery. 1-8 - Xiaolin Han, Jing Yu, Jing-Hao Xue, Weidong Sun:
Spectral Super-resolution for RGB Images using Class-based BP Neural Networks. 1-7 - Yutaro Katano
Demodulation of Multi-Level Data using Convolutional Neural Network in Holographic Data Storage. 1-5 - Amir Ghahremani, Egor Bondarev, Peter H. N. de With:
Multi-Class Recognition using Noisy Training Data with a Self-Learning Approach. 1-8 - Farrukh Kamran, Muhammad Shahzad, Faisal Shafait:
Automated Military Vehicle Detection from Low-Altitude Aerial Images. 1-8 - Mathias Schellhorn, Gunther Notni:
Optimization of a Principal Component Analysis Implementation on Field-Programmable Gate Arrays (FPGA) for Analysis of Spectral Images. 1-6 - Thaer F. Ali, Alan Woodley
IGTMPP: A Hybrid Method to Predict Missing Pixels of Remote Sensing Images using Geo-Temporal Properties. 1-8 - Huaxi Huang, Jingsong Xu
Railway Infrastructure Defects Recognition using Fine-grained Deep Convolutional Neural Networks. 1-8 - Mohammad Awrangjeb
Classifier-Free Extraction of Power Line Wires from Point Cloud Data. 1-7 - Rabiul Islam Jony, Alan Woodley
Ensemble Classification Technique for Water Detection in Satellite Images. 1-8 - Na Li, Arnaud Martin, Rémi Estival:
Combination of Supervised Learning and Unsupervised Learning Based on Object Association for Land Cover Classification. 1-8 - Yiqing Guo, Xiuping Jia, David Paull:
Mapping of Rice Varieties with Sentinel-2 Data via Deep CNN Learning in Spectral and Time Domains. 1-7 - Junpeng Zhang, Xiuping Jia, Jiankun Hu
Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization. 1-8 - Mohammad Manzurul Islam
Detecting Splicing and Copy-Move Attacks in Color Images. 1-7 - Raik Illmann, Maik Rosenberger, Gunther Notni:
Strategies for Merging Hyperspectral Data of Different Spectral and Spatial Resoultion. 1-7 - Jing Wang, Jun Zhou:
Band Weighting Network for Hyperspectral Image Classification. 1-8 - Ana Daysi Ruvalcaba-Cardenas, Tony Scoleri, Geoffrey Day:
Object Classification using Deep Learning on Extremely Low-Resolution Time-of-Flight Data. 1-7
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