2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS)最新文献_第2页

Range Extension Using Opal in Open Environments 在开放环境中使用蛋白石进行范围扩展

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631722

Kin-Ping Hui, D. Phillips, Asanka Kekirigoda, A. Allwright

引用次数: 2

Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches 基于迁移学习和加权图像补丁的美术绘画风格分类

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631731

C. S. Rodriguez, M. Lech, E. Pirogova

{"title":"Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches","authors":"C. S. Rodriguez, M. Lech, E. Pirogova","doi":"10.1109/ICSPCS.2018.8631731","DOIUrl":"https://doi.org/10.1109/ICSPCS.2018.8631731","url":null,"abstract":"With the ongoing expansion of digitized artworks, the automated analysis and categorization of fine art paintings have become a rapidly growing research field. However, due to the implicit subjectivity and nuances separating different artistic movements, numerical art analysis implies significant challenges. This paper describes a new efficient method that improves the classification accuracy of fine-art paintings compared to the existing baseline methods. The proposed approach is based on transfer learning and classification of sub-regions or patches of the painting. A weighted sum of the individual-patch classification outcomes gives the final stylistic label of the analyzed painting. The patch weights are optimized to maximize the overall style recognition accuracy. Experimental validation based on two standard art classification datasets and six different pre-trained convolutional neural network (CNN) models (AlexNet, VGG-16, VGG-19, GoogLeNet, ResNet-50 and Inceptionv3) shows that the proposed approach outperforms the baseline techniques and offers low computational and data costs.","PeriodicalId":179948,"journal":{"name":"2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132283868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 19

Forward-Looking Clutter Suppression Approach of Airborne Radar Based on KA-JDL Algorithm of Object Filtering 基于目标滤波KA-JDL算法的机载雷达前视杂波抑制方法

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631757

Dongmei Guo, Yajun Li, Zhuoqun Wang, Sheng Shao, Shuangshuang Li, Jinguo Xiao

引用次数: 1

Optimization of Novel Chipless RFID tag Designs Using Different Fabrication Techniques in Ultra-Wideband 基于超宽带不同制造工艺的新型无芯片RFID标签设计优化

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631756

T. Athauda, N. Karmakar

引用次数: 2

Privacy-Preserving Network BMI Decoding of Covert Spatial Attention 隐空间注意的隐私保护网络BMI解码

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631768

T. Nakachi, Hiroyuki Ishihara, H. Kiya

引用次数: 10

The Impact of H.264 Non-Desynchronizing Bits on Visual Quality and its Application to Robust Video Decoding H.264非同步位对视觉质量的影响及其在鲁棒视频解码中的应用

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631785

Firouzeh Golaghazadeh, S. Coulombe, F. Coudoux, P. Corlay

引用次数: 4

Monte-Carlo Simulation Based Analysis of Sender-Jump Receiver-Wait Rendezvous Technique with Asymmetric Channels for Cognitive Networks 基于蒙特卡罗仿真的认知网络非对称信道发送-跳跃接收-等待交会技术分析

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631741

M. Islam, K. Sithamparanathan, R. Evans

引用次数: 3

Performance Analysis of the Downlink NOMA EH Relaying Network with RTRI 带RTRI的下行NOMA EH中继网络性能分析

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631720

Thi Anh Le, Sol Park, Van Phu Tuan, H. Kong

引用次数: 0

Improving Network Lifetime and Area Coverage with Optimal Sink Mobility Pattern and Node Deployment Strategy in WSN 基于最优汇聚移动模式和节点部署策略的WSN网络寿命和区域覆盖

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631712

Vidhi Jindal, Ayushi Jha, K. Goel, Vivekanand Jha

引用次数: 0

Relaying via Cooperative Jamming in Covert Wireless Communications 隐蔽无线通信中的协同干扰中继

2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) Pub Date : 2018-12-01 DOI: 10.1109/ICSPCS.2018.8631772

K. Shahzad

{"title":"Relaying via Cooperative Jamming in Covert Wireless Communications","authors":"K. Shahzad","doi":"10.1109/ICSPCS.2018.8631772","DOIUrl":"https://doi.org/10.1109/ICSPCS.2018.8631772","url":null,"abstract":"In this work, a covert communication scheme under block-fading channels is proposed where the relay, apart from forwarding source's information to the destination, also acts as a cooperative jammer. Stating precisely, the relay amplifies source's signal when required to relay the signal to the destination, otherwise it transmits artificial noise with random power, causing errors in the received signal statistics of the adversary, Willie, who employs a radiometer for detection of covert transmissions. Stating the condition under which Willie makes detection errors, we first find the optimal detection threshold of Willie's detector and his minimum detection error probability and then derive the expected value of this error probability, establishing Willies detection performance from the perspective of the covert communication pair. Furthermore, for a given maximum transmit power at the relay, we derive a closed-form expression for the optimal transmit power of covert communication. Our numerical results illustrate the advantage cooperative jamming offers for achieving covertness, and demonstrate how the choice of transmit power used for covert transmissions is affected by Willie's error performance and required level of covertness.","PeriodicalId":179948,"journal":{"name":"2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128622074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 14