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Overhead view based person counting using deep learning
Published 2022“…Lastly, the performance of the proposed system is benchmarked based on the detection accuracy, frames per second (FPS) and counting accuracy. …”
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Final Year Project / Dissertation / Thesis -
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Particle swarm optimization with deep learning for human action recognition
Published 2021“…To accomplish the purpose of tracking a target, traditional approaches first perform the detection process and then track the target. However, such methods necessitate a constant false-alarm rate system that detects the whole frame obtained at the moment. …”
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Automated underwater vision system for detection and classification of marine life using CNN YOLO-based model / Mohamed Syazwan Asyraf Rosli
Published 2022“…Recently, the integration of computer vision and machine learning has given solutions to improve the underwater detection system by using intelligent classifier algorithm in real-time computer vision to detect underwater animals with challenging environments. …”
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Thesis -
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Online teleoperation of writing manipulator through graphics processing unit based accelerated stereo vision
Published 2021“…Stereo vision systems have the advantage over other systems of being cheaper while having scalable accuracy and range. …”
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Thesis -
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An FPGA based embedded vision system for real-time motion detection
Published 2015“…The system was able to process 10 pixels at one clock cycle to detect object by using only 643 logic blocks.…”
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Proceeding Paper -
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HUMAN MOTION ANALYSIS IN VIDEO SURVEILLANCE SYSTEM
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Final Year Project -
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Depth frame loss concealment for wireless transmission utilising motion detection information
Published 2014“…The methods are able to facilitate a frame copy algorithm and a high correlation of colour and depth frames to conceal depth frame loss. …”
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Thesis -
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An Algorithm for Vehicle Detection and Tracking
Published 2010“…In this paper, we propose a vehicle detection and tracking algorithm. The detection is done using the median filtering and blob extraction. …”
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Conference or Workshop Item -
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Object tracing from synthetic fluid spray through instance segmentation
Published 2024“…The resulting objects were then analyzed using a customized nearest neighbor algorithm to calculate their correspondence between frames and a BFS algorithm was used to trace their movement path. …”
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Thesis -
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Video surveillance: Item monitoring against theft
Published 2023“…Else, the time will be set to 0. After that, the system will get the current frame to find the common features with the background frame by using a feature matching algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Vehicle speed detection using frame differencing for smart surveillance system
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Working Paper -
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Development of obstable avoidance system for 3D robot navigation
Published 2024“…In this project, an algorithm was developed to implement an obstacle avoidance system in 3D robot navigation. …”
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Final Year Project / Dissertation / Thesis -
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EMBEDDED PRESENTER TRACKING SYSTEM
Published 2018“…A webcam is used for the prototype to provide visual input for the system before the Viola-Jones algorithm is used to detect the presence of a human face within the video frame input. …”
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Final Year Project -
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A hybrid method using haar-like and skin-color algorithm for hand posture detection, recognition and tracking
Published 2010“…The system combines two algorithms to achieve better detection rate for hand. …”
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Proceeding Paper -
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An Improved Action Key Frames Extraction Algorithm for Complex Colour Video Shot Summarization
Published 2019“…The objective of this work is to improve our previous action key frames extraction algorithm (AKF) by adapting a threshold which selects action key frames as final key frames. …”
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Article -
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A New Approach of Optimal Search Solution in Particle Swarm Optimization (PSO) Algorithm for Object Detection Method
Published 2018“…The main challenges are using the conventional method is the uncertainty in the accuracy and precision of the detected object motion. Furthermore, the process of detected an object in every frame is time consuming as the entire frame must be detected to precisely locate the object system. …”
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Improvement real-time detection of moving vehicle in a dynamic scene using shadow removal method / Khairul Azman Ahmad, Mohd Halim Mohd Noor,Mohamad Adha Mohamad Idin
Published 2011“…Lastly, to obtain the robust surveillance system in real-time moving objects detection.…”
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Research Reports -
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Multiple object recognition
Published 2016“…Simple object detection compares a static background frame at the pixel level with the current frame of video. …”
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