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941
Design of machine learning based face recognition system
Published 2019“…Face recognition is a robust and reliable system which maps out the contour of the person’s face digitally into the computer storing it into the data as a faceprint. …”
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Final Year Project (FYP) -
942
A temporal cortex cell atlas highlights gene expression dynamics during human brain maturation
Published 2024“…The resources we present here improve our understanding of the brain during its development and contribute to global efforts to build an inclusive brain cell map.…”
Journal article -
943
Platelets sequester extracellular DNA, capturing tumour-derived and free foetal DNA
Published 2024“…Here I reveal that despite lacking a nucleus, platelets contain a repertoire of DNA fragments that map across the nuclear genome. I identify mechanisms by which platelets sequester DNA and demonstrate foetal DNA in maternal platelets and cancer cell-derived DNA in platelets from patients with pre-malignant lesions and overt cancers. …”
Thesis -
944
SimSC: a simple framework for semantic correspondence with temperature learning
Published 2023“…We discover that when fine-tuning ImageNet pre-trained backbone on the semantic matching task, L2 normalization of the feature map, a standard procedure in feature matching, produces an overly smooth matching distribution and significantly hinders the fine-tuning process. …”
Conference item -
945
Bayesian estimation of layers from multiple images
Published 2002“…Using a Bayesian framework, we model each pixel as a combined sample from the foreground and background and compute a MAP estimate to factor the two. The novelties in this work include the incorporation of three different types of priors for enhancing the results in problematic scenes. …”
Conference item -
946
Research landscape of energy transition and green finance: A bibliometric analysis
Published 2024“…This paper identifies influential publications, maps the research landscape, and forecasts emerging tendencies through co-citation and co-word analyses. …”
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Article -
947
A modified viscous flow law for natural glacier ice: Scaling from laboratories to ice sheets
Published 2024“…Here, we present a model of ice deformation that bridges laboratory and glacier scales, unifies existing estimates of the viscous parameters, and provides a framework for estimating the parameters from observations and incorporating flow laws derived from laboratory observations into glacier-flow models. Our results yield a map of the dominant deformation mechanisms in the Antarctic Ice Sheet, showing that, contrary to long-standing assumptions, dislocation creep, characterized by a value of the stress exponent, likely dominates in all fast-flowing areas. …”
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Article -
948
Deep learning assisted optical wavefront shaping in disordered medium
Published 2020“…Simulation results show that the pre-trained neural network is able to map output optical modes to input modes. Compared with previous methods which use iterative optimization, our method realizes a focused speckle pattern with the help of deep learning, which will definitely reduce complexity and time spent in optimization. …”
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Conference Paper -
949
Non-local means improves total-variation constrained photoacoustic image reconstruction
Published 2021“…Photoacoustic/Optoacoustic tomography aims to reconstruct maps of the initial pressure rise induced by the absorption of light pulses in tissue. …”
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Journal Article -
950
Identifying actionable serial correlations in financial markets
Published 2021“…To do so, we downloaded daily closing prices of the Dow Jones Industrial Average component stocks, as well as various assets like stock market indices, United States government bonds, precious metals, commodities, oil and gas, and foreign exchange. We mapped each financial instrument to a letter and their upward movements to words, before testing the frequencies of these words against a null model obtained by reshuffling the empirical time series. …”
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Journal Article -
951
Direct measurement of a non-Hermitian topological invariant in a hybrid light-matter system
Published 2022“…These are hybrid light-matter quasiparticles formed by photons strongly coupled to electron-hole pairs (excitons) in a halide perovskite semiconductor at room temperature. We experimentally map out both the real (energy) and imaginary (linewidth) parts of the spectrum near the exceptional points and extract the novel topological invariant—fractional spectral winding. …”
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Journal Article -
952
Towards superior control in automatic face editing with generative adversarial networks
Published 2022“…This project examines StyleMapGAN, a novel approach that evolves from StyleGAN by replacing AdaIN with intermediate latent space carrying information on spatial dimensions, hence capable of performing high-quality local editing. …”
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Final Year Project (FYP) -
953
Image representation and deep inception-attention for file-type and malware classification
Published 2024“…With binary images as inputs, we propose a deep inception-attention network to extract discriminate horizontal features and re-calibrate the weights of feature maps, and finally, predict file types. Experiments on a large-scale benchmark show the superiority of the proposed model. …”
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Conference Paper -
954
Multiple distresses detection for asphalt pavement using improved You Only Look Once algorithm based on convolutional neural network
Published 2024“…Comparative tests reveal YOLOv7-CSP's superior performance, with significant improvements in mAP, F1 score, GFLOPS, and FPS metrics, demonstrating its effectiveness in detecting various pavement distresses. …”
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Journal Article -
955
Islands’ Metamorphoses: Two River Islands in Nanjing, China, as a Case Study in Historical Toponymy and Cartography
Published 2017“…The present study illustrates the historical toponymy and historical topography of two river islands (located in the riverbed of the Yangtze River), belonging to the Nanjing’s territory, China, starting the toponymic analysis from a collection of ancient maps. The current Bailu Zhou island has inherited its name from a Li Bai’s poem after the ancient Bailu Zhou ‘disappeared’ because of hydro-geo-morphological events over time. …”
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Journal Article -
956
A roadmap for lean production tools implementation
Published 2024“…By analysing the obtained results, a suitable roadmap for the implementation of lean manufacturing tools [including personnel (continuous improvement, performance management, organising), Kaizen, value stream map, 5S, standard work, productive maintenance, pull system, Jidoka, single minute exchange of die, Heijunka and continuous flow] has been presented.…”
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Article -
957
Genome-wide association analysis provides insights into the molecular etiology of dilated cardiomyopathy
Published 2024“…We identified 80 genomic risk loci and prioritized 62 putative effector genes, including several with rare variant DCM associations (MAP3K7, NEDD4L and SSPN). Using single-nucleus transcriptomics, we identify cellular states, biological pathways, and intracellular communications that drive pathogenesis. …”
Journal article -
958
Vapour deposition of metal halide perovskite semiconductors
Published 2024“…The presence of Ruddlesden-Popper (RP) planar defects is uncovered in these Cs-rich films whilst intensified trap-mediated recombination dynamics are revealed, which correlate to the number density of RP defects in γ-CsPbI<sub>3</sub>.…”
Thesis -
959
Unravelling the degradation pathways and charging mechanism in the Li-O2 battery: the role of singlet oxygen
Published 2022“…In the LOB literature, <sup>1</sup>O<sub>2</sub> is mainly detected and quantified using DMA, a <sup>1</sup>O<sub>2</sub> trap. Here, it is revealed that DMA can react with superoxide depending on the salt-solvent combination and DMAO<sub>2</sub>, the reaction product of <sup>1</sup>O<sub>2</sub> with DMA, can degrade into by-products depending on the solvent environment. …”
Thesis -
960
Inhibition of endoplasmic reticulum stress using 4-phenyl butyrate mitigates osteoporosis in a mouse model of hindlimb suspension
Published 2024“…Alkaline phosphatase (ALP) and osteocalcin (OC) expressions were downregulated, while cathepsin K (Cat K), Tartrate resistant Acid Phosphatase (TRAP), and sclerostin were upregulated. Taken together, these characteristics of bone reflect poorer mineralization, less collagen crosslinking, and a pro-inflammatory effect. …”
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Thesis