Search Results - "Mehta, Mayuri A."

Deep Learning-Based Dermatological Condition Detection: A Systematic Review With Recent Methods, Datasets, Challenges, and Future Directions by Noronha, Stephanie S., Mehta, Mayuri A., Garg, Dweepna, Kotecha, Ketan, Abraham, Ajith

“…Dermatological conditions are a global health concern affecting all age groups. They encompass various skin issues such as rashes, moles, acne, blisters,…”
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Tear film breakup time-based dry eye disease detection using convolutional neural network by Vyas, Aditi Haresh, Mehta, Mayuri A., Kotecha, Ketan, Pandya, Sharnil, Alazab, Mamoun, Gadekallu, Thippa Reddy

“…Dry eye disease (DED) is a chronic eye disease and a common complication among the world's population. Evaporation of moisture from tear film or a decrease in…”
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Analytics of deep model-based spatiotemporal and spatial feature learning methods for surgical action classification by Oza, Rachana S., Mehta, Mayuri A., Kotecha, Ketan, Lin, Jerry Chun-Wei

“…Classification of surgical actions from a real anatomy video sequence is a challenging task due to limited visibility, poorer lighting conditions, lower…”
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Empirical evaluation of filter pruning methods for acceleration of convolutional neural network by Kumar, Dheeraj, Mehta, Mayuri A., Joshi, Vivek C., Oza, Rachana S., Kotecha, Ketan, Lin, Jerry Chun-Wei

“…Training and inference of deep convolutional neural networks are usually slow due to the depth of the network and the number of parameters in the network…”
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Detection and Localization of High-Grade Glioma Brain Tumor using Fusion of MRI and MRSI by Chauhan, Vaishnavi, Oza, Rachana, Mehta, Mayuri A.

“…A brain tumor is majorly classified in two classes: low-grade glioma and high-grade glioma. The existing detection and localization methods of both types of…”
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White Blood Cell Segmentation Using DeepLabv3+ for Improved Hematological Disease Detection by Joshi, Vivek C., Mehta, Mayuri A.

“…The morphological analysis of the White Blood Cell (WBC) plays a crucial role in disease diagnosis using medical image analysis, particularly in treating…”
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An Improved Method to Recognize Hand-over-Face Gesture based Facial Emotion using Convolutional Neural Network by Naik, Niti, Mehta, Mayuri A.

“…An occlusion on face is typically considered as a major obstacle in recognizing emotion through facial expression. However, the hand-over-face occlusion…”
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A Comparative Study of Forehead Landmarking Techniques by Noronha, Stephanie, Mehta, Mayuri A., Oza, Rachana

“…Lan dmarking on the face provides significant information related to facial structure. Specifically, it is useful to get precise facial measurements that are…”
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Empirical Analysis of Deep Convolutional Generative Adversarial Network for Ultrasound Image Synthesis by Kumar, Dheeraj, Mehta, Mayuri A., Chatterjee, Indranath

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Techniques for sentiment analysis of Twitter data: A comprehensive survey by Desai, Mitali, Mehta, Mayuri A.

“…The World Wide Web has intensely evolved a novel way for people to express their views and opinions about different topics, trends and issues. The…”
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Kidney and Kidney Tumour Segmentation from 3D CT Scan using DeepLabv3 by Jariwala, Taashna A., Mehta, Pranavi C., Mehta, Mayuri A., Joshi, Vivek C.

“…Segmenting kidney and kidney tumour from CT scan is crucial in combating challenges in the early detection of kidney cancer. Several segmentation methods are…”
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Hand-over-Face Gesture based Facial Emotion Recognition using Deep Learning by Naik, Niti, Mehta, Mayuri A.

“…Facial emotion recognition is significant for several applications such as human-computer interaction, video surveillance and robotics. Occlusion covering the…”
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Comprehensive and Comparative Study of Cloud Simulators by Naik, Niti, Mehta, Mayuri A.

“…Computing and storage capacity are increasingly growing in cloud computing and hence, developers and programmers are deploying their files and applications on…”
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A novel approach for efficient handling of small files in HDFS by Patel, Ankita, Mehta, Mayuri A.

“…The Hadoop Distributed File System (HDFS) is a representative cloud storage platform having scalable, reliable and low-cost storage capability. It is designed…”
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Text Detection from Scene Videos having Blurriness and Text of Different Sizes by Mehta, Mayuri A., Pote, Saloni A.

“…Text in videos needs to be detected correctly as it contains important information related to natural scene in videos. Text detection is useful for automatic…”
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Job aware scheduling in Hadoop for heterogeneous cluster by Pati, Supriya, Mehta, Mayuri A.

“…Hadoop cluster is specifically designed to store and analyze a large amount of data in distributed environment. With ever increasing use of Hadoop clusters, a…”
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Analysis of feature based object mining and tagging algorithm considering different levels of occlusion by Lad, Hiteshree H., Mehta, Mayuri A.

“…Accurate identification and tagging of objects has been significant in several domains of computer science because applications in these domains use tags to…”
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A Hybrid Classification Algorithm to Classify Engineering Students' Problems and Perks by Desai, Mitali, Mehta, Mayuri A

“…The social networking sites have brought a new horizon for expressing views and opinions of individuals. Moreover, they provide medium to students to share…”
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An improved technique to detect text from scene videos by Pote, Saloni A., Mehta, Mayuri A.

“…It is required to detect text from natural scene videos and images because text carries an essential information. The information such as vehicle license plate…”
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Analyzing Job Aware Scheduling Algorithm in Hadoop for Heterogeneous Cluster by Mayuri A Mehta, Supriya Pati

“…A scheduling algorithm is required to efficiently manage cluster resources in a Hadoop cluster, thereby to increase resource utilization and to reduce response…”
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