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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 ...
Performance analysis of different machine learning approaches for single modal facial expression detection
(BRAC University, 8/13/2018)
Facial expression detection plays a pivotal role in the studies of emotion, cognitive processes,
and social interaction. This has potential applications in different aspects of everyday life .For
Example, real time face ...
Early detection of parkinson’s disease using image processing and artificial neural network
(BRAC University, 2018-04)
Early detection of Parkinson‟s Disease (PD) is very crucial for effective management and treatment of the disease. Dopaminergic images such as Single Photon Emission Tomography (SPECT) using 123I-Ioflupane can substantially ...
Implementation of neural network in game engine to create smart bot and behavior analysis
(BRAC University, 2018)
Virtual game players always had a desire for playing with an opponent that acts
intelligently like a human. That is why MMO (Massive Multiplayer Online) games have
gained huge popularity. Programmers have developed and ...
An efficient way to convert 1D signal to 2D digital image using energy values
(BRAC University, 2018-04)
Image processing and feature extraction techniques are mandatory for any image based application. Basically, major goals of texture research in computer vision are to understand, model and process texture and ultimately ...
Bitcoin price forecasting based on historical data
(BRAC University, 2018-07)
Over the past few years, Bitcoin has been a topic of interest of many, from academic researchers to trade investors. Bitcoin is the first as well as the most popular cryptocurrency till date. Since its launch in 2009, it ...
Monitoring of endangered fish using image processing and AI tools
(Brac University, 2018-12)
Marine life constitutes half of earth’s total biodiversity. But preservation and monitoring
of them efficiently face setbacks largely due to technological limitations and economic
reasons. Technological challenges include ...
Image encryption and decryption using computer generated holography
(BRAC University, 2018)
Holography is an optical technique to generate the interference pattern of the light field created from the interference of two coherent light sources, one being scattered from an object and another reference light being ...
IoT based patent monitoring system
(BRAC University, 2018-04)
IoT (Internet of things) has become an interesting topic in the field of technological research. It
is basically interconnecting of devices with each other over the internet. We typically think of
the Internet of things ...
Deep learning based medical X-ray image recognition and classification
(BRAC University, 2018-12)
Analysis of radiology images are mostly being done by medical specialists, as it is a critical
sector and people expect highest level of care and service regardless of cost. Though, it is
quite limited due to its complexity ...