Browsing Thesis & Report, BSc (Computer Science and Engineering) by Author "Uddin, Jia"
Now showing items 1-20 of 51
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2D Log gabor and SVD based parallel texture feature extraction usingNVIDIA GPU
(BRAC University, 4/20/2016)Texture feature is one of the most popular technique in image segmentation, classification, retrieval and many others. Now a days, among other ways of texture feature extraction, Gabor filtering has been widely used. Here, ... -
Alumni opportunities using machine learning
(BRAC University, 2018-12) -
Analyzing users’ sentiment towards video games based on reviews from microblog
(BRAC University, 4/25/2018)This project proposes a new model of sentiment analysis for video game’s reviews. In these days people tend to check reviews and ratings of video games before spending money and time for a game. In the proposed model, ... -
Anti-aliasing for real-time applications in 3D using deep convolutional neural network
(Brac University, 2020-04)In this paper we present a convolutional neural network model for solving the long- standing aliasing problem in the real time 3D graphics industry. Aliasing refers to the problem of having hard jagged edges in the ... -
Assisting the visually impaired people using image processing
(BRAC University, 2018-07)Visually impaired people face difficulties in safe and independent movement which deprive them from regular professional and social activities in both indoors and outdoors. Similarly they have distress in identification ... -
Automated car parking system with increased security by digital image processing
(Brac University, 2019-08)In Bangladesh car stealing is very common. Our cars are not secure even in the parking garages. Security guards can not monitor large garages properly all the time. If someone can unlock the car he can easily pass through ... -
An automated traffic signal management system
(BRAC University, 4/18/2017)Today, traffic congestion has turned out to be a very significant issue due to the increasing number of vehicles and poor traffic management in our busy overcrowded cities. In order to maintain the continuous piling of ... -
Bangla sign language interpretation using image processing
(BRAC University, 4/18/2017)Instant feedback on sign language can greatly improve sign language interpretation. In this project we plan to use efficient methods to detect the hand correctly using skin detection algorithm and removing all noise using ... -
Bangla sign language recognition using leap motion sensor
(Brac University, 2019-08)Sign language is used by hearing and speech impaired people to transmit their messages to other people but it is difficult for a regular people to understand this gesture based language. Instantaneous responses on sign ... -
Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
(Brac University, 2019-08)In the area of machine learning, speech recognition was always a hot topic but as world's 8th most widely spoken language Bangla hasn't got the focus as much as she deserved. This research will be on speech recognition ... -
Blurring of inappropriate scenes in a video using image processing
(Brac University, 2018-10)Inappropriate scenes such as bloody scenes, nudity, gore, drugs, weapons etc. are considered inappropriate especially in a developing Muslim country like Bangladesh. In our country, such scenes are very discouraged for ... -
Comparative analysis of protein alignment algorithms in parallel environment using CUDA
(BRAC University, 4/18/2016)In bioinformatics to identify evolutionary relationships two sequences are matched to find similarity. Smith Waterman, a dynamic algorithm, is a common choice to carry out this alignment process. However, with the exponential ... -
Comparison of deep transfer learning models for cancer diagnosis
(Brac University, 2022-05)Cancer is known to be one of the most lethal diseases among all the diseases in the world. It is clinically known as ’Malignant Neoplasm which is a vast group of diseases that encompasses unmonitored cell expansion. It ... -
Construct a customer database from PDF bank statements using Python programming and Microsoft SQL
(Brac University, 2021-06)This report proposes a model of extracting customers' transactions information from pdf Bank Account Statement and stores result-set into a customer Microsoft SQL (MsSQL) database for further automated analysis. In ... -
A deep face-mask detection model using DenseNet169 and image processing techniques
(Brac University, 2022-01)The world stood still during the massive breakout of the Covid-19 worldwide. This massive outbreak of this contagious disease was occurred by being airborne. Not only COVID but also there are many other contagious disease ... -
Deep learning-based real-time pothole detection for avoiding road accident
(Brac University, 2022-01)Bangladesh is a fast-developing country, and the number of roads increasing with it is immense. With the ever-growing amount of road comes the age-old problem of a pothole. This paper represents a model of deep learning-based, ... -
A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
(Brac University, 2021-06)Fault Detection is essential for the safe and efficient operation of industrial manufacturing. Successful detection of fault features allows us to maintain a stableproduc- tion line. Therefore, establishing a reliable and ... -
Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
(Brac University, 2018-07)This thesis proposes the detection and recognition of Bangladeshi local fishes using image processing. In the proposed model, we have successfully detected fishes using grass-fire algorithm along with other methods like ... -
Detection of skin cancer using Convolutional neural network
(Brac University, 2019-10)One of the most common and fatal cancer in the universe is skin cancer which arise from skin of epidermis, the topmost layer of the skin, it can happen anywhere in the body. We can find out the cancer by early detection. ... -
Drone detection by neural network using SURF feature and GLCM method
(BRAC University, 2018-04)This presents a drone detection method using image processing. In the proposed model, a hybrid feature extraction method using SURF and GLCM is utilized. As a machine learning tool, we use a neural network for pattern ...
