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ICGSP '18: Proceedings of the 2nd International Conference on Graphics and Signal Processing
ACM2018 Proceeding
Publisher:
  • Association for Computing Machinery
  • New York
  • NY
  • United States
Conference:
ICGSP'18: The 2nd International Conference on Graphics and Signal Processing Sydney NSW Australia October 6 - 8, 2018
ISBN:
978-1-4503-6386-0
Published:
06 October 2018
In-Cooperation:
Griffith University, City University of Hong Kong

Bibliometrics
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Abstract

This volume contains papers presented at the 2018 International Conference on Graphics and Signal Processing. During the Conference, the attendees had good opportunities to report their research findings, exchange ideas, and explore collaborations. The Conference covered many interesting and challenging topics in computer vision, signal and image processing and their applications.

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SESSION: Computer Vision and Photography
research-article
A Novel Binocular Stereo Vision-Based Approach of Cycle Path Detection

In this paper, we describe a novel stereo vision-based approach of cycle lane detection. Bicycle lanes are important components of road scenes. Therefore, how to verdict the existence of bicycle lanes existence and to fix their positions is worthy of ...

research-article
Deep Neural Networks Optimization Based On Deconvolutional Networks

Feature extraction is the most important part of the whole object recognition and target detection system. Convolutional Networks have evolved to the state-of-the-art technique for computer vision tasks owing to the predominant feature extraction ...

research-article
Vehicle Speed Measurement Based on Camera Calibration

Road traffic injuries cause considerable economic losses to individuals, their families, and to nations as a whole. Every year the lives of more than 1.25 million people are cut short as a result of a road traffic crash. A common cause of accidents is ...

research-article
Development of Communication Aid Device for Disabled Persons Using Corneal Surface Reflection Image

Improving quality of life (QOL) has become an important issue for patients with neurological diseases such as ALS (amyotrophic lateral sclerosis) and SMA (spinal atrophy). At the same time, it is indispensable to secure a communication device that ...

research-article
Linear Camera Calibration by Single Image Based on Distortion Correction

In this paper, a linear camera calibration algorithm using one image based on distortion correction is presented. First, this algorithm takes advantage of first-order radial distortion coefficient to correct image primary and then extracts the control ...

research-article
CNN-Based CAD for Breast Cancer Classification in Digital Breast Tomosynthesis

Digital breast tomosynthesis (DBT) is a promising new technique for breast cancer diagnosis. DBT has the potential to overcome the tissue superimposition problems that occur on traditional mammograms for tumor detection. However, DBT generates numerous ...

SESSION: Image Processing Technology and Method
research-article
Face recognition: Sparse Representation vs. Deep Learning

The pose, illumination and facial expression discrepancies between two face images are the key challenges in face recognition. The deep Convolutional Neural Networks (CNNs) and the fast Sparse Representation-based Classification (SRC) have achieved ...

research-article
SRCNN: Cardiovascular Vulnerable Plaque Recognition with Salient Region Proposal Networks

Vulnerable plaques recognition from IVOCT images is a valuable yet challenging task for computer-aided diagnosis and treatment of cardiovascular diseases. However, most existing supervised methods only used one kind of annotation information, and so ...

research-article
An Improved Method for Person Re-identification

This paper proposes a new method which combine Singular Vector Decomposition with k-reciprocal encoding for the application of person re-identification(re-ID). When we use the Euclidean distance to retrieve person, it is observed that the weight vectors ...

research-article
A Comparative Analysis of Clustering Algorithms for Ultrasound Image Despeckling Applications

This paper proposes a novel framework for speckle noise suppression and edge preservation using clustering algorithms in ultrasound images. The algorithms considered are K-means clustering, fuzzy C-means clustering, possibilistic C-means, fuzzy ...

research-article
Improving the Discrete Cosine Transform by the Sign Symbol Feature in H.265/HEVC

DCT compression is widely used in H.265/HEVC for the video coding processing. This paper deals with enhancing the compression ratio by improving the Discrete Cosine Transform (DCT) by taking into account the sign-symbol (result after standard DCT ...

research-article
Towards Tobacco Leaf Detection Using Haar Cascade Classifier and Image Processing Techniques

Tobacco grading needs an effective leaf detection algorithm to ensure accurate results in segmentation and feature extraction. Leaf detection in this research used Haar cascade classifier and image processing techniques to automatically detect tobacco ...

research-article
Improving Event Resolution in Cricket Videos

Modern digital video technologies have opened the avenues for the researchers to explore the ways for effective indexing and archiving of multimedia databases. Therefore, new concepts to mine multimedia databases have emerged, and people are doing ...

research-article
Fabric Defects Detection based on SSD

In this paper, Fabric defect detection is a challenging task because of the complex texture. Deep learning technology provide a promising solution. As a kind of deep learning object detection model. Single Shot Multibox Detector(SSD)achieves good ...

research-article
Pulmonary Nodule Detection in CT Images via Deep Neural Network: Nodule Candidate Detection

In recent years nodule candidate detection becomes the basis of the automated pulmonary nodule detection system, of which the the upper bound limit performance is determined by the sensitivity of nodule candidates detection. This paper is to improve the ...

research-article
Database Construction and SPC Technology for Solder Paste Defect Inspection

This paper puts forward a method to construct a certain database for the process of solder paste defect inspection to sort and process various kinds of printing defect information, and realizes the data monitoring by Statistical Process Control (SPC) ...

research-article
Phenotypic Parameter Extraction System for Crops Based on Supervoxel Segmentation

Obtaining crop structural parameter information is an important way to study crop's growth, development status, and accumulation biomass. Currently, the measurement of vegetable crop's phenotypic parameters is time-consuming and can cause damage to ...

SESSION: Computer Information Engineering and Application
research-article
Speech Based Deception Detection Using Bispectral Analysis

Speech is considered as one of the most efficient and effective way to communicate with each other. However, a deception is a very common phenomenon in speech communication. It is difficult to detect if anyone is actually telling the truth or not. This ...

research-article
Implementation of Genetic Algorithm (GA) for Hyperparameter Optimization in a Termite Detection System

In the development of a termite detection system, four hyperparameters including cost (C), gamma (γ), coefficient (r) and degree (d), must be conscientiously predetermined in establishing an efficient support vector machine (SVM) model. Therefore, the ...

research-article
Analysis of High Hydrostatic Pressure HHP of Liquid Using Computational Fluid Dynamics CFD

Profiles of temperature and pressure in a 3-D cylindrical basket filled with liquid food is studied and analyzed. Forced and free convection heating within non-thermal sterilization process (High hydrostatic pressure) of food is simulated and studied. ...

research-article
A Discussion on the Practice of Government New Media in the Construction of Chinese Government Websites

In China, various online government new media platforms, especially represented by MicroBlog and WeChat, have brought new channels for releasing authoritative information, strengthening the interaction with citizens, guiding the public opinion, and ...

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