Adaptive deep few-shot learning by Gu, Rong

“…In this dissertation, we study the architecture of various convolutional neural networks like Visual Geometry Group (VGG) and residual neural networks (ResNet) and implement FSL in image classification based on different VGG neural networks and ResNets. …”
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Exploration of topological optimization capabilities of ANSYS Workbench by Thiruchelvam Rajnivas

“…The optimization framework developed in this FYP will be used to test on various geometries with varying objectives and response constraints. …”
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Detection of tree defects via ground penetrating radar by Dang, Thanh Nhan

“…The framework suggested in this project involves training an encoder decoder convolutional neural network to perform regression, predicting parameterized defect geometry. The low dimensional representation of the defect helps in reduce problem’s complexity. …”
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Magentocuring of epoxy by Wong, Ee Chann

“…This report will focus on the geometry and type of container holding the fluid, the strength of the alternating magnetic field and the concentration of nanoparticle in the fluid. …”
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Hierarchical palm-print recognition system for large databases by Ravi Arvind Karmarkar

“…The first 2 stages are coarse level matching stages which make use of hand geometry and standard deviation values of the local intensity levels. …”
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Detection and tracking of objects using a multi-camera system (Point Grey's Bumblebee XB3) by Chua, Yong Lin.

“…It helps the robots to find the pose of an object in 3D, reconstructing 3D environment for path planning, retrieving the geometry of a 3D object. By taking images from three cameras with a known positional relationship, I can match positional points to determine disparity, and therefore depth. …”
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Out-of-band antenna characterization by Tee, Wen Qing.

“…Simulation results of varying geometry were obtained, before analyzing and comparing against the experimental results. …”
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Skeletal character animation from examples by Xiao, Xian

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Classical self-orthogonal codes and their applications to quantum codes by Jin, Lingfei

“…Another good candidate of classical codes to investigate for dual containment comes from the class of algebraic geometry codes. Instead of testing for dual containment directly, this thesis explores an equivalent condition for the existence of self-orthogonal AG codes. …”
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Simplified seismic response of clay embankments by Chee, Charleston Chao Sheng.

“…The large deviance of the results of the Makdisi and Seed method calculation and the finite element modelling results could be attributed to the geometry of the study models used and the intrinsic behaviour of clay, including its cohesive nature which produces a higher damping effect compared to sand materials.…”
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BEM for the Pennes Bioheat equation in the human eye by Tan, Ming Han.

“…To increase the efficiency of the boundary element method, this paper aims to model the thermal conductivity of the 2 dimensional eye as a continuous function of its geometry. The function to be used is a polynomial that is a linear combination of solutions to the Laplace Equation. …”
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Experimental investigation of the acoustic damping of perforated liners with bias flow : part II by Gay, Fonilia Yi Xuan.

“…The entire sound incident on a perforated liner with bias flow can be absorbed if the flow speed and the geometry of the liner are chosen properly. An analysis of the single-liner and double liner system is performed to determine its absorbant capabilities in order to find the optimal design of liner systems with its corresponding flow speed. …”
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Design and 3D printing of reconfigurable structures by Win, Sanda Moe

“…The stability of bi-stable structure is verified by Grubler’s criterion. The geometry of linkage members and joints are calculated to define clearance along the flexing path. …”
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Numerical simulation of arterial flow with moving boundaries by Siauw, Wei Long.

“…Code validation for the developed Newtonian model has been performed on two different geometries of a backward facing step at two Reynolds numbers of 50 and 150 to serve as a basis for modification to the non-Newtonian model. …”
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Experimental stress intensity factors of cracks in lugs by Low, Kin Whye

“…The stress intensity factor could be calculated using the crack propagation rate and the geometry factor. With the crack propagation rate, number of cycles to failure and stress intensity factor known, the life cycle of a lug with similar crack configuration can be predicted.…”
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Study on extremely anisotropic media and novel cloaking designs by Zhang, Youming

“…At last, we extend the cloak concept and propose a cloaking design for diffusive fluid. We use the geometry change of a single homogeneous isotropic material in the third dimension to realize the experimental demonstration of the diffusive fluid cloak.…”
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3D printed acoustic metamaterial for noise reduction by Teo, Zue Kang

“…The sound transmission loss characteristic of a coplanar spiral tube Helmholtz resonator are first studied from a frequency range of 20 hz to 10 Khz with varying geometry such as the cavity volume, spiral cross-sectional dimensions and spiral length. …”
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Design of porous structures for 3D printing by Lim, Nicholas Wei Sheng

“…There were 3 strut geometries compared (square, pointed base triangle and flat base triangle). …”
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Free vibration analysis of thin-walled cylinders by finite element analysis by Ling, Hsih Zheng

“…The material properties, such as Young's Modulus and density, and geometry properties, such as the radius and length, are also changed to observe the effects of such properties on the natural frequencies.In the final phase, free vibration analysis is conducted on a thin-walled cylindrical tank under increasing internal pressure based on the optimal mesh density determined and the modes of vibration shortlisted in the initial phase. …”
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Wear characteristics of medical hearing-aid components and friction reduction mechanisms by Song, Xu, Huang, Jiazhao, Leu, Seet Wei, Zhou, Kun

“…Its wear rate is determined by the relationship between knob geometry and corresponding pressure distribution on the worn surface. …”
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