Browsing Thesis & Report, BSc (Computer Science and Engineering) by Title
Now showing items 585-604 of 1335
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Exploring deep features: deeper fully convolutional neural network for image segmentation
(BRAC University, 4/19/2017)Classification of images has been a widely regarded challenge for the past decade, but a new type of object recognition problem which deals with pixellevel segmentation is posing a more complex task for both computer vision ... -
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)In recent years, quantum computing has outperformed classical computing in many aspects, including the advancement of approaches in Reinforcement Learning prob- lems. Particularly, it has the power to utilize the quantum ... -
Exploring the barriers to access feminine healthcare among marginalized women in Bangladesh and design implications
(Brac University, 2023-05)In today’s era of information and technology for promoting and maintaining both physical and mental health, high-quality healthcare services are crucial. Telecommu- nications service creates an opportunity to close the ... -
Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
(Brac University, 2023-01)The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it can be difficult to comprehend the factors that affect their ... -
Extracting information from social media platform for early detection of depression among individuals
(Brac University, 2023-05)In our world, 3.8% of the total population is suffering from depression and it is the fourth major cause of death in 15-29 year olds. It is estimated that more than 75% of people suffering from it in low and middle income ... -
Extractive text summarization using Fuzzy-c-means clustering
(BRAC University, 2018-12)Keeping track of the precise information from a large volume of text is an arduous task for human. Test summarization process has become one of the significant research areas for years owing to cope up with the astounding ... -
An eye-controlled system : an eye control system using OpenCV
(BRAC University, 4/12/2012)system is a system which can be controlled by just looking at the system's GUI (Graphical User Interface) which figures out the position of our Iris respect to eye using webcam via image processing. A robot expected to ... -
An efficient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
(Brac University, 2021-01)Among the most convenient bacteriological assessments for the diagnosis and treatment with several health complications is the chest X-Ray. The World Health Organization (WHO) estimates, for instance, that pneumonic plague ... -
Face detection
(BRAC University, 2008-01)Human face detection plays an important role in applications like face recognition, video surveillance, human computer interface, face image database management and many more. In modern multimedia systems, video and ... -
Facial expression recognition: convolutional attentional masking network and ensemble approach
(Brac University, 2021-01)Facial expression plays a significant role in human communication. The necessity of recognizing facial expression is increasing rapidly as it can be implemented in various important fields such as in human-computer interactions, ... -
Facial recognition using dynamic image processing
(BRAC University, 4/10/2017)In this paper, we are prompting to detect a particular object (human face) from multiple objects (crowd) where multiple objects are present. We will try to recognize that particular object by using two pattern recognition ... -
Facial recognition using empirical mode decomposition, Multi-linear principal component analysis and post-processing using expectation maximization algorithm
(BRAC University, 9/1/2014)The field of facial recognition is rapidly growing into a vital part of our everyday lives. The use of facial recognition systems has been extended primarily from security purposes to social networking sites, managing ... -
Factor analysis of ad liking and prediction of purchase intent through emotionomics
(Brac University, 2019-12)Marketing strategy is being a new challenge in this modern era. Along with the global market, people's choices are also changing so to grab the focus of buyers, organizations are making changes in their marketing policy ... -
Fake currency detection using image processing method
(BRAC University, 2016)Fake notes area problem of almost every country. For country like Bangladesh it is becoming big hurdle. Fake Bangladeshi Currency of 1000 seems to have flooded the system and there is no proper way to deal with them for ... -
Fake news pattern recognition using linguistic analysis
(BRAC University, 2018-04)The upsurge of fake news in social media calls attention to the erosion of long-standing institutional defense against misinformation in this Digital Age. In the wake of the 2016 Presidential Election in US, where social ... -
Fake profile detection in social media using image processing and machine learning
(Brac University, 2021-06)Almost everybody has a social media presence in today’s technologically advanced world. As a result, making fake accounts is very easy. The term ”fake profile” refers to a person who may pretend to be someone else. These ... -
FakeDetect: Bangla fake news detection model based on different machine learning classifiers
(Brac University, 2021-06)Information is power although fake information can have severe consequences when it gets viral. Living in the era of social media is like always getting influenced by the news of the online world even though it is fake. ... -
Faster and efficient algorithm for sequence alignment
(BRAC University, 2012-12)In bioinformatics, a sequence alignment is a way of arranging the sequences of DNA, RNA, or protein to identify regions of similarity if two sequences in an alignment share a common ancestor, mismatches can be interpreted ... -
Faster image compression (LZW algorithm) technique using GPU parallel processing
(BRAC University, 12/26/2017)Since the beginning till present, the technology demands to store as massive data as possible in as little space as possible. As web, mobile, desktop and all other applications use image for different purposes, image ... -
Fault detection and predictive maintenance in IoT-based building management system using machine learning
(Brac University, 2022-01)Infrastructures in the modern era are incorporating the Internet of Things (IoT) in everything from complex building automation systems (BAS) to individual small devices, emphasizing the importance of Predictive Maintenance. ...