Výsledky vyhľadávania - "Linear coding"

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification Autor Luo, Fulin, Zhang, Liangpei, Du, Bo, Zhang, Lefei

“…Dimensionality reduction (DR) is an important way of improving the classification accuracy of a hyperspectral image (HSI). Graph learning, which can…”
Získať plný text

Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Autor Xing, Hong, Simeone, Osvaldo, Bi, Suzhi

“…The proliferation of Internet-of-Things (IoT) devices and cloud-computing applications over siloed data centers is motivating renewed interest in the…”
Získať plný text

Local and Global Feature Learning for Blind Quality Evaluation of Screen Content and Natural Scene Images Autor Zhou, Wujie, Yu, Lu, Zhou, Yang, Qiu, Weiwei, Wu, Ming-Wei, Luo, Ting

“…The blind quality evaluation of screen content images (SCIs) and natural scene images (NSIs) has become an important, yet very challenging issue. In this…”
Získať plný text

Salient object detection via global and local cues Autor Tong, Na, Lu, Huchuan, Zhang, Ying, Ruan, Xiang

“…Previous saliency detection algorithms used to focus on low level features directly or utilize a bunch of sample images and manually labeled ground truth to…”
Získať plný text

Scene classification using local and global features with collaborative representation fusion Autor Zou, Jinyi, Li, Wei, Chen, Chen, Du, Qian

“…•A scene classification based on collaborative representation fusion is proposed.•The complementary nature of local and global spatial features is…”
Získať plný text

Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks Autor Bardou, Dalal, Zhang, Kun, Ahmad, Sayed Mohammad

“…In recent years, the classification of breast cancer has been the topic of interest in the field of Healthcare informatics, because it is the second main cause…”
Získať plný text

Encoding human activities using multimodal wearable sensory data Autor Khan, Muhammad Hassan, Shafiq, Hadia, Farid, Muhammad Shahid, Grzegorzek, Marcin

“…Human Activity Recognition (HAR) is the task to automatically analyze and recognize human body gestures or actions. HAR using time-series multi-modal sensory…”
Získať plný text

Detection of passion fruits and maturity classification using Red-Green-Blue Depth images Autor Tu, Shuqin, Xue, Yueju, Zheng, Chan, Qi, Yu, Wan, Hua, Mao, Liang

“…A machine vision algorithm was developed to detect passion fruits and identify maturity of the detected fruits using natural outdoor RGB-D images. As different…”
Získať plný text

Predicting human disease-associated circRNAs based on locality-constrained linear coding Autor Ge, Erxia, Yang, Yingjuan, Gang, Mingjun, Fan, Chunlong, Zhao, Qi

“…Circular RNAs (circRNAs) are a new kind of endogenous non-coding RNAs, which have been discovered continuously. More and more studies have shown that circRNAs…”
Získať plný text

Multiple-Relay Slotted ALOHA: Performance Analysis and Bounds Autor Munari, Andrea, Clazzer, Federico, Liva, Gianluigi, Heindlmaier, Michael

“…Wireless random access protocols are attracting a revived research interest as a simple yet effective solution for machine-type communications. In the quest to…”
Získať plný text

Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches Autor Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

“…Although user cooperation cannot improve the capacity of Gaussian two-way channels (GTWCs) with independent noises, it can improve communication reliability…”
Získať plný text

A Random Linear Network Coding Approach to Multicast Autor Ho, T., Medard, M., Koetter, R., Karger, D.R., Effros, M., Jun Shi, Leong, B.

“…We present a distributed random linear network coding approach for transmission and compression of information in general multisource multicast networks…”
Získať plný text

Feature Mapping Techniques for Improving the Performance of Fault Diagnosis of Synchronous Generator Autor Gopinath, R., Kumar, C. Santhosh, Vishnuprasad, K., Ramachandran, K. I.

“…Support vector machine (SVM) is a popular machine learning algorithm used extensively in machine fault diagnosis. In this paper, linear, radial basis function…”
Získať plný text

A Bag-of-Importance Model With Locality-Constrained Coding Based Feature Learning for Video Summarization Autor Shiyang Lu, Zhiyong Wang, Tao Mei, Genliang Guan, Feng, David Dagan

“…Video summarization helps users obtain quick comprehension of video content. Recently, some studies have utilized local features to represent each video frame…”
Získať plný text

Secure Multi-Source Multicast Autor Cohen, Alejandro, Cohen, Asaf, Medard, Muriel, Gurewitz, Omer

“…The principal mission of multi-source multicast (MSM) is to disseminate all messages from all sources in a network to all destinations. MSM is utilized in…”
Získať plný text

Guessing Random Additive Noise Decoding of Network Coded Data Transmitted Over Burst Error Channels Autor Chatzigeorgiou, Ioannis, Savostyanov, Dmitry

“…We consider a transmitter that encodes data packets using network coding and broadcasts coded packets. A receiver employing network decoding recovers the data…”
Získať plný text

Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation Autor Le An, Pei Zhang, Adeli, Ehsan, Yan Wang, Guangkai Ma, Feng Shi, Lalush, David S., Weili Lin, Dinggang Shen

“…Positron emission tomography (PET) images are widely used in many clinical applications, such as tumor detection and brain disorder diagnosis. To obtain PET…”
Získať plný text

Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis Autor Yixuan Yuan, Jiaole Wang, Baopu Li, Meng, Max Q.-H

“…Ulcer is one of the most common symptoms of many serious diseases in the human digestive tract. Especially for the ulcers in the small bowel where other…”
Získať plný text

Optimizing efficiency of P2P content distribution with network coding: Principles, challenges, and future directions Autor Lajam, Omar, Mohammed, Salahadin

“…Network coding technology has opened new avenues for enhancing networking applications. Peer-to-peer (P2P) content distribution stands as a particularly…”
Získať plný text

Linear Network Coding Over Rings - Part II: Vector Codes and Non-Commutative Alphabets Autor Connelly, Joseph, Zeger, Kenneth

“…In Part I, we studied linear network coding over finite commutative rings and made comparisons to the well-studied case of linear network coding over finite…”
Získať plný text