Search Results - object ((((function algorithm) OR (recognition algorithm))) OR (detection algorithm))
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The application of neural network data mining algorithm into mixed pixel classification in geographic information system environment
Published 2007“…Region growing segmentation and radial basis function algorithms are considered a powerful tool to minimize the mixed pixel classification error.…”
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Conference or Workshop Item -
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Edge detection and contour segmentation for fruit classification in natural environment / Khairul Adilah Ahmad
Published 2018“…Therefore, this research has developed an improved edge detection and contour segmentation algorithm that is able to correctly segment various objects from both indoor and outdoor images. …”
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Thesis -
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Image classification using two dimensional wavelet coefficients with parallel computing
Published 2020“…Whenever an area with the similar characteristic is verified in the next frame, the area will be identified and bounded with a rectangle through the object recognition algorithm of the research. Classification can be done precisely and efficiently for objects identified in the future frame. …”
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Final Year Project / Dissertation / Thesis -
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Vision Based Multi Sensor Feedback System For Robot System With Intelligent
Published 2009“…Finally, a set of experiments to validate the proposed algorithms has been conducted. The algorithms function with success rate from 74% up to 100% and could handle the orientation of a tilted object up to 45 degrees. …”
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Thesis -
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A real-time algorithm of optical tactile sensor for surface characterization / Nurul Fathiah Mohamed Rosli
Published 2016“…The overall image analysis technique involves the following algorithms: image acquisition (capturing of images), processing (thresholding, noise filtering and boundary detection) and recognition (force measurement). …”
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Thesis -
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The fusion of edge detection and mathematical morphology algorithm for shape boundary recognition
Published 2016“…Edge detection algorithm is used to simplify image data by minimizing the amount of pixel to be processed, whereas the mathematical morphology is used for smoothing effects and localizing the object shape using mathematical theory sets.The discussion section focuses on the improved edge map and boundary morphology (EmaBm) algorithm as a new technique for shape boundary recognition.A comparative analysis of various edge detection algorithms is presented.It reveals that the LoG’s edge detection embedded in EmaBM algorithm performs better than the other edge detection algorithms for fruit shape boundary recognition. …”
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Article -
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Iris localisation using Fuzzy Centre Detection (FCD) scheme and active contour snake
Published 2014“…Iris localisation is a crucial operation in iris recognition algorithm and also in applications, where irises are the main target object. …”
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Parallelizing Algorithm For Object Recognition Based On Edge Detection On Sunfire Cluster.
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Conference or Workshop Item -
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A preliminary study on automated freshwater algae recognition and classification system / Hayat Mansoor Abdullah
Published 2012“…Then, Image segmentation applied by using canny edge detection algorithm with specific morphological operation to isolate the image objects components. …”
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Thesis -
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A real-time traffic sign recognition system for autonomous vehicle using Yolo / Nurul Paudziah Aida Mohd Paudzi
Published 2020“…Test results reached real-time object detection with 96% accuracy on both traffic sign detection and recognition. …”
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Thesis -
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ECG peak recognition using Artificial Neural Network / Sharifah Saliha Syed Bahrom and Leong Jenn Hwai.
Published 2007“…The MLP which has been trained with BR algorithm has given 88.94 % correct recognition from 977 independent test data. …”
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Research Reports -
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Application Of Multi-Layer Perceptron Technique To Detect And Locate The Base Of A Young Corn Plant
Published 2007“…This shows that machine-learning algorithm such as MLP is a viable method for color segmentation as well as object recognition.…”
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Thesis -
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FACIAL RECOGNITION AT GATED COMMUNITY
Published 2021“…YOLO algorithm has been proven to be popular in object detection with its capability of real-time detecting multiple objects in a fast and accurate manner.…”
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Final Year Project -
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Mobile machine vision for railway surveillance system using deep learning algorithm
Published 2021“…This model can be implemented with Raspberry Pi to simulate the object detection algorithm virtually. During simulation, the object recognition algorithm is able to detect and classify various objects into its respective classes. …”
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Proceedings -
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Image classification based on sparse-coded features using sparse coding technique for aerial imagery: a hybrid dictionary approach
Published 2023“…Aerial photography; Aircraft detection; Antennas; Codes (symbols); Discrete cosine transforms; Discrete wavelet transforms; Glossaries; Image classification; Image coding; Image enhancement; Learning algorithms; Learning systems; Object recognition; Remote sensing; Satellite imagery; Satellites; Unmanned aerial vehicles (UAV); Discrete tchebichef transforms; Discriminative features; Finite Ridgelet Transform; Histogram of oriented gradients; Image processing and computer vision; Scale invariant feature transforms; SIFT; Sparse coding; Classification (of information)…”
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Drone Based People Counter And Tracking Using Unique Id Using Opencv Python
Published 2020“…The algorithm is developed so that it is capable to detect various objects by applying a bounding box on the frame image. …”
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Monograph -
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HUMAN MOTION ANALYSIS IN VIDEO SURVEILLANCE SYSTEM
Published 2019“…A video sequence consists of sequences of frame, with the detection algorithm, these frames can be analyzed and detect any” “abnormal behavior such as crime.” …”
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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
