Search Results - (( frames detection based algorithm ) OR ( based optimization system algorithm ))
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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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OPTIMIZED ARCHITECTURE DESIGN AND IMPLEMENTATION OF OBJECT TRACKING ALGORITHM ON FPGA
Published 2013“…FPGA based Object tracking implementation is one of the most recent video surveillance applications in embedded systems. …”
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Particle swarm optimization with deep learning for human action recognition
Published 2021“…The temporal properties of the video sequences undergo computation across full corresponding blocks frames to give motion based information. The features are reduced using the particle swarm optimization detection technique in video image sequences to reduce the computational complexity. …”
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SURF algorithm-based panoramic image mosaic application
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SURF algorithm-based panoramic image mosaic application
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Facial emotion detection using Guided Particle Swarm Optimization (GPSO)
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Working Paper -
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Antenna arrays in multi-user detection of spread spectrum signals
Published 2007“…Optimal receivers based upon maximum likelihood sequence decoding are quite complex, their complexity increasing exponentially with the number of users in the system. …”
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Conference or Workshop Item -
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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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Design and implementation of smart wireless campus network based on lora and wi-fi
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Final Year Project / Dissertation / Thesis -
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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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An FPGA based embedded vision system for real-time motion detection
Published 2015“…This paper proposes an efficient FPGA (Field Programmable Gate Array) based real time video processing platform for monocular object detection. …”
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Proceeding Paper -
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Depth frame loss concealment for wireless transmission utilising motion detection information
Published 2014“…Two concealment methods, namely Decision Making based on Pixel Value (DM-PV) and Depth Frame Concealment based on Motion Detection (DFC-MD) are proposed to conceal the depth frame loss in the 3D video transmission. …”
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Moving objects detection from UAV captured videos using trajectories of matched regional adjacency graphs
Published 2017“…Specifically, the objectives of this thesis are (i) to develop an image registration technique based on multigraph matching, (ii) to detect occluded objects through exploration of candidate object correspondences in longer frame sequences, and (iii) to develop a robust graph coloring algorithm for multiple moving object detection under different transformations. …”
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Shot boundary detection based on orthogonal polynomial
Published 2019“…Finally, the support vector machine is utilized to detect hard transitions. In addition, a comparison between the proposed algorithm and other state-of-the-art algorithms is performed to reinforce the capability of the proposed work. …”
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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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Automated threshold detection for object segmentation in colour image
Published 2016“…In solving this issue, this paper presents an Automated Threshold Detection Algorithm, H(•). The algorithm is applied in segmenting human lower limbs from a series of image frames of human walking. …”
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Fast shot boundary detection based on separable moments and support vector machine
Published 2021“…Finally, machine learning statistics based on the support vector machine is implemented to detect the cut transitions. …”
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802.11 MAC layer sniffer using spoof detection algorithm / Azwan Abdul Satar
Published 2007“…The wireless sniffer implements sequence number-based spoofing detection algorithm in its processing. …”
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