Gurram Sunitha
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View article: Geospatial Data Visualization With Folium
Geospatial Data Visualization With Folium Open
Geospatial data visualization is a powerful tool for understanding and analyzing spatial patterns and relationships. This chapter dives into the world of geospatial data visualization using Folium geospatial Python library. It discloses th…
View article: CETR: CenterNet-Vision transformer model for wheat head detection
CETR: CenterNet-Vision transformer model for wheat head detection Open
Wheat head detection is a critical task in precision agriculture for estimating crop yield and optimizing agricultural practices. Conventional object detection architectures often struggle with detecting densely packed and overlapping whea…
View article: Enhancing Asian Indigenous Language Processing through Deep Learning-based Handwriting Recognition and Optimization Techniques
Enhancing Asian Indigenous Language Processing through Deep Learning-based Handwriting Recognition and Optimization Techniques Open
Asian indigenous language or autochthonous language is a language which is native to a region and spoken by indigenous people in Asia. This language is a linguistically different community created in the region. Recently, researchers in ha…
View article: SegMatic: A Deep Neural Network Learning Model for Semantic Segmentation
SegMatic: A Deep Neural Network Learning Model for Semantic Segmentation Open
Semantic segmentation enables vehicles to accurately identify and categorize objects in their surroundings, such as pedestrians, other cars, road signs, and obstacles. Semantic segmentation, object detection, and deep learning have emerged…
View article: A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features
A comparative analysis of deep neural network architectures for the dynamic diagnosis of COVID‐19 based on acoustic cough features Open
The study aims to assess the detection performance of a rapid primary screening technique for COVID‐19 that is purely based on the cough sound extracted from 2200 clinically validated samples using laboratory molecular testing (1100 COVID‐…
View article: Modeling of Chaotic Political Optimizer for Crop Yield Prediction
Modeling of Chaotic Political Optimizer for Crop Yield Prediction Open
Crop yield is an extremely difficult trait identified using many factors like genotype, environment and their interaction. Accurate Crop Yield Prediction (CYP) necessitates the basic understanding of the functional relativity among yields …
View article: Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images
Deep Learning-Based Skin Lesion Diagnosis Model Using Dermoscopic Images Open
In recent years, intelligent automation in the healthcare sector becomes more familiar due to the integration of artificial intelligence (AI) techniques. Intelligent healthcare systems assist in making better decisions, which further enabl…
View article: Breast Thermograms Asymmetry Analysis using Gabor filters
Breast Thermograms Asymmetry Analysis using Gabor filters Open
Women are far more likely than males to acquire breast cancer, and current research indicates that this is entirely avoidable. It is also to blame for higher death rates among younger women compared to older women in nearly all developing …
View article: Automatic Segmentation of Prostate Cancer using cascaded Fully Convolutional Network
Automatic Segmentation of Prostate Cancer using cascaded Fully Convolutional Network Open
In this paper we proposed a prostate segmentation and also tumour detection using deep neural networks. The cutting-edge deep learning techniques are useful compared to the challenges of machine learning based feature extraction techniques…
View article: Accident Prevention and Traffic Control by Otsu Method and Haar-Cascade Hand Detector
Accident Prevention and Traffic Control by Otsu Method and Haar-Cascade Hand Detector Open
The rapid development of economy and continuous improvement of people's purchase ability in every country, purchasing the motor vehicles is increasing rapidly, so as the traffic accidents and accident death rate, which says the road traffi…
View article: Data Stream Clustering Algorithms: Challenges and Future Directions
Data Stream Clustering Algorithms: Challenges and Future Directions Open
In the fast growing world applications are generating data in enormous volumes called data streams. Data stream is imaginably large, continual, rapid flow of information and in data mining the important tool is called clustering, hence dat…
View article: Grade-based Spatio-Temporal Sequential Pattern Mining using Support and Event Index Measures
Grade-based Spatio-Temporal Sequential Pattern Mining using Support and Event Index Measures Open
Objectives: The knowledge on cause-effect relationships between instances of real-world entities can be gathered by extracting sequential patterns from spatio-temporal databases. The discovery of the patterns in the context of space and ti…