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Advancements in Multi-Cloud Applications for Enhanced E-Healthcare Services
P Ramesh Naidu;Dankan Gowda;Parismita Sarma;Dinesh Arora;Sampathirao Suneetha;Sandip Ramesh Patil
2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
Year: 2023 | Conference Paper |
Cited by: Papers (11)
E-Health Record Security Research on a Cloud-Based Multi-Layer Framework reaches its climax in a string of noteworthy discoveries, demonstrating how the framework may transform cloud health data security. The framework's multi-tiered design proved to be an effective barrier against a wide range of cyber threats, protecting the privacy and security of patients' medical records. An important factor ...Show More
Detection of Brain Tumor from MRI Samples Using Deep Learning Algorithms
Rashi Agarwal;Parismita Sarma;Nabamita Dev;Partha Pratim Mazumder
2023 First International Conference on Advances in Electrical, Electronics and Computational Intelligence (ICAEECI)
Year: 2023 | Conference Paper |
Biomedical image processing is a rapidly expanding and challenging discipline. Brain tumor segmentation technique is critical in the detection and treatment of MRI brain cancers. It aids clinicians in the detection and measurement of cancers, as well as the development of treatment and rehabilitation methods. MRI brain tumor segmentation approaches based on U-Net architecture have gained popularit...Show More
Music Genre Classification Using Convolutional Neural Network
Nitin Choudhury;Deepjyoti Deka;Satyajit Sarmah;Parismita Sarma
2023 4th International Conference on Computing and Communication Systems (I3CS)
Year: 2023 | Conference Paper |
Cited by: Papers (4)
Music genres are categories that classify music based on its common traditions and customs. These genres can enhance the enjoyment of music by providing listeners with a way to categorize and understand the music. When used constructively, it helps to better understand the art form, to recognize innovation and, above all, to improve the ability to judge quality. The main goal of this work is to st...Show More
In this paper authors tries to show success of using ensemble of loss function on GAN network model. The model was able to generate quality synthetic data on MNIST handwritten dataset. The performance of the simple vanilla GAN model is evaluated for binary entropy loss and least square loss combined and compared for both of these loss functions separately. Instead of using only one single activati...Show More
Smart Farming: A Web-based Approach using ML
2023 International Conference on Innovative Data Communication Technologies and Application (ICIDCA)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
Farming is the backbone of India's economy, yet those involved in the industry are predominantly from lower socioeconomic backgrounds and suffer from poverty. Recognizing the need for an effective advisory support system for small-scale farmers, the ‘Farmer Support System’ has been developed This web-based project provides farmers with access to essential information and resources to aid in their ...Show More
Digital Image Processing based proposed approach to Identify Different Bamboo Species
2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA)
Year: 2020 | Conference Paper |
Assam is one of the biodiversity hotspot in India. Most of the village people of Assam somehow depended on bamboo trees found in this area. Identification of bamboo species is very crucial because every species has its unique use. Manual bamboo identification is time consuming and an erratic practice. In general, species are recognized from their parts like stem, internodes distance, leaves, culm-...Show More
Handwritten Assamese Character Recognition
2019 IEEE 5th International Conference for Convergence in Technology (I2CT)
Year: 2019 | Conference Paper |
Cited by: Papers (5)
In various fields of technology, computation techniques are pushing further the limits of human outreach. One such field is the character recognition commonly known as Optical Character Recognition (OCR). This paper is about taking offline handwritten Assamese alphabets as input using modern input devices like camera or scanner and tried to convert it to digital form to recognize the alphabets. Te...Show More
e-Learning for Children on Flora of North East India
2019 Second International Conference on Advanced Computational and Communication Paradigms (ICACCP)
Year: 2019 | Conference Paper |
Cited by: Papers (2)
Over the years the North-eastern states of India are gaining popularity for its flora. Such a rich flora means a better environment. But there is no information of the flora of North-east available in the internet for information seekers like school children. Understanding its importance, we have developed this e-Learning system on Flora of North East India aiming at the young learners. The propos...Show More
An Approach to Classify Lung Nodules for Detection of Cancer Cells
2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS)
Year: 2019 | Conference Paper |
Cited by: Papers (1)
In this paper we are mainly classifying cancerous or non-cancerous cells of human lung which was further classified into which category it falls benign or malignant. Area feature from region of interest (ROI) and Support Vector Machine is applied for classification and CLAHE as an enhancement technique. This paper concentrated on classification of lung nodules by Support Vector Machine technique.Show More
Content Capture and Noise Cancellation Aided Mood Recognition using Assamese Speech
Rajiv Barman;Mridusmita Sharma;Kandarpa Kumar Sarma;Parismita Sarma
2018 5th International Conference on Signal Processing and Integrated Networks (SPIN)
Year: 2018 | Conference Paper |
Cited by: Papers (1)
Mood Recognition system has been a popular matter among researchers for the last decades. It has a number of applications in different areas that offer a lot of benefits. Today, one-fifth population of the world are suffering from various disabilities and they are unable to use their hands effectively. In this context, Mood Recognition system may be a worthful tool for them. Usage of Artificial Ne...Show More
A method to analysis Prostate Cancer stages and treatments
2016 International Conference on Accessibility to Digital World (ICADW)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
C4.5 decision tree construction algorithm is widely used in medical field. But this algorithm C4.5 does not perform efficiently for mass calculations. Hence, in this paper an effort has been made to combine K-means and apriori algorithm results as the inputs of C4.5 algorithm to get better result. This technique has been applied in synthesized “Prostate Cancer Datasets” and try to achieve a robust...Show More
A study on rule based approach for Grapheme to Phoneme conversion of Assamese letters in Festival framework
2016 International Conference on Accessibility to Digital World (ICADW)
Year: 2016 | Conference Paper |
In speech synthesis process Grapheme to Phoneme or Letter to Sound conversion rule is called as G2P or LTS. These are a set of rules used to map text to its appropriate pronunciation. Generally a lexicon or dictionary is prepared to search pronunciation of the words of a language. This paper gives idea about how to formulate G2P rules for Assamese language that are helpful for generating proper pr...Show More
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