Feature extraction is the most critical step in classification of multispectral *** classification accuracy is mainly influenced by the feature sets that are selected to classify the *** the past,handcrafted feature s...
详细信息
Feature extraction is the most critical step in classification of multispectral *** classification accuracy is mainly influenced by the feature sets that are selected to classify the *** the past,handcrafted feature sets are used which are not adaptive for different image *** overcome this,an evolu-tionary learning method is developed to automatically learn the spatial-spectral features for classification.A modified Firefly Algorithm(FA)which achieves maximum classification accuracy with reduced size of feature set is proposed to gain the interest of feature selection for this *** extracting the most effi-cient features from the data set,we have used 3-D discrete wavelet transform which decompose the multispectral image in all three *** selecting spatial and spectral features we have studied three different approaches namely overlapping window(OW-3DFS),non-overlapping window(NW-3DFS)adaptive window cube(AW-3DFS)and Pixel based *** Multiclass Support Vector Machine(MSVM)is used for classification *** con-ducted on Madurai LISS IV multispectral image exploited that the adaptive win-dow approach is used to increase the classification accuracy.
Social media platforms like Instagram, Twitter, and Facebook have completely changed our world. People today exhibit a kind of digital character and are more linked than ever. While social media undoubtedly offers man...
详细信息
The proliferation of Internet of Things (IoT) devices has increased the risk of botnet attacks, posing a serious threat to network security. This paper presents a novel edge-based machine-learning framework aimed at d...
详细信息
Glaucoma is one of the chronic eye ailments that result in irreversible visual deterioration and is widely recognized as a significant contributor to the phenomenon of blindness on global terms. Early detection will h...
详细信息
In modern e-voting systems, ensuring robust security and integrity is paramount. To address this, the paper suggests the integration of retinal authentication as a pioneering method for voter verification. The propose...
详细信息
The advent of the Internet of Things (IoT) is one of the most dynamic and exciting developments in information and communications technology which helps to ease the daily life of end users. However, the transmission o...
详细信息
To address the common fuel-related problems in parking lots, especially in those without security or CCTV, we introduce a Fuel Monitoring System that makes use of the embedded system technology. With its realtime fuel...
详细信息
The mining industry, a cornerstone of global economic development, is the process of obtaining minerals from a mine. It operates under the scrutiny of a complex legal framework encompassing numerous Acts, Rules, and R...
详细信息
In healthcare, the primary objective is to improve the individuals' well-being by addressing a range of health issues through accurate disease detection. Central to this process is Federated Learning (FL), a novel...
详细信息
Those who are not in computerscience background, the preparation of the tutorial of cyber security can be more complex and difficult to *** paper generates a degree level virtualforensics and security course in a com...
详细信息
暂无评论