The most popular way of learning Islamic calligraphy is face-to-face, under the supervision of teachers, tutors or trainers. However, finding an expert to teach handwriting Islamic calligraphy is difficult. Therefore,...
详细信息
Water quality is crucial as it directly affects the ecosystem and human health. However, current water quality classification methods are inefficient because they do not compare prediction accuracy between machine lea...
详细信息
This paper presents a visualization technique designed to simplify the process of comparing machine learning classification results and subsequently improving interpretability. The main goal of this study is to constr...
详细信息
The growing complexity of global challenges that advocate human values necessitates a shift towards future oriented, human-centric design approaches. Such thinking is embedded in a foresight-driven coursework, part of...
详细信息
Management information systems are a challenge for many small businesses. With fast-changing technology, data management has become an integral part of business processes, especially in the healthcare industry. This s...
详细信息
On average,every two years,the amount of data existing globally *** development will be affected and improved by Cyber-Physical Systems(CPS).The number of problems remained even though developments helped Information ...
详细信息
On average,every two years,the amount of data existing globally *** development will be affected and improved by Cyber-Physical Systems(CPS).The number of problems remained even though developments helped Information Technology experts extract better value from their storage *** of poor interoperability between different vendors and devices,countless numbers of Storage Area Networks were *** setup used for data storage includes a complex and rigid arrangement of routers,switch,hosts/servers,storage *** have evaluated the performance of routing protocol Transmission Control Protocol(TCP)and Fibre Channel Protocol(FCP)under different network scenario by Network Simulator(NS)-3 *** simulated the Node Failure and NetworkCongestion issuewithDoS attacks and a counter effect on the Packet Distribution Ratio and End-to-End Delay efficiency metrics with different nodes and speed of node *** study is performed for the Simple NetworkManagement Protocol(SNMP)on FCP *** results proved that the proposed method isolates the malicious and congested nodes and improves the Network’s performance.
Monitoring and managing dietary intake plays a vital role in maintaining a healthy lifestyle. However, accurately tracking food consumption and estimating calorie intake can be challenging. This paper presents a deep ...
详细信息
This study an innovative automatic malicious URL detection and user notification app using a well-known API. With approximately 3.8 billion users in April 2020, the background study underscores the significant risks p...
详细信息
Novel viewpoint image synthesis is very challenging,especially from sparse views,due to large changes in viewpoint and *** image-based methods fail to generate reasonable results for invisible regions,while geometry-b...
详细信息
Novel viewpoint image synthesis is very challenging,especially from sparse views,due to large changes in viewpoint and *** image-based methods fail to generate reasonable results for invisible regions,while geometry-based methods have difficulties in synthesizing detailed *** this paper,we propose STATE,an end-to-end deep neural network,for sparse view synthesis by learning structure and texture *** is encoded as a hybrid feature field to predict reasonable structures for invisible regions while maintaining original structures for visible regions,and texture is encoded as a deformed feature map to preserve detailed *** propose a hierarchical fusion scheme with intra-branch and inter-branch aggregation,in which spatio-view attention allows multi-view fusion at the feature level to adaptively select important information by regressing pixel-wise or voxel-wise confidence *** decoding the aggregated features,STATE is able to generate realistic images with reasonable structures and detailed *** results demonstrate that our method achieves qualitatively and quantitatively better results than state-of-the-art *** method also enables texture and structure editing applications benefiting from implicit disentanglement of structure and *** code is available at http://***/faculty/likun/projects/STATE.
Vision transformer models began gaining recognition alongside NLP. However, their performance compared to Convolutional Neural Network (CNN) models in this domain still requires more significant investigations. Hence,...
详细信息
暂无评论