SOP: Selective Orthogonal Projection for Composed Image Retrieval [PDF]
SensorsThe proliferation of intelligent sensor networks in urban surveillance and remote sensing has triggered the explosive growth of unstructured visual sensor data.
Su Cheng, Guoyang Liu
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Weld Width Measurement and Defect Detection Method for Desiccant Cartridges Based on Machine Vision [PDF]
SensorsIn industrial automated production, reliable inspection of welded desiccant cartridges is challenging because polypropylene welds exhibit irregular boundaries, low-contrast defects, and non-uniform surface reflections.
Qixuan Wang +6 more
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Application of Orthogonal Polynomial in Orthogonal Projection of Algebraic Surface
Axioms, 2022 Point orthogonal projection onto an algebraic surface is a very important topic in computer-aided geometric design and other fields. However, implementing this method is currently extremely challenging and difficult because it is difficult to achieve to ...
Xudong Wang, Xiaowu Li, Yuxia Lyu
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On the uniqueness of minimal projections in Banach spaces [PDF]
Opuscula Mathematica, 2012 Let \(X\) be a uniformly convex Banach space with a continuous semi-inner product. We investigate the relation of orthogonality in \(X\) and generalized projections acting on \(X\). We prove uniqueness of orthogonal and co-orthogonal projections.
Ewa Szlachtowska, Dominik Mielczarek
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An enhanced text classification model by the inverted attention orthogonal projection module
Connection Science, 2023 The orthogonal projection method has made significant progress in text classification, especially in generating discriminative features. This method obtains more pure and suitable for classification features by projecting text features onto the ...
Hong Zhao, Chenpeng Zhang, Aolong Wang
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Restricted orthogonal gradient projection for continual learning
AI Open, 2023 Continual learning aims to avoid catastrophic forgetting and effectively leverage learned experiences to master new knowledge. Existing gradient projection approaches impose hard constraints on the optimization space for new tasks to minimize ...
Zeyuan Yang +4 more
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Duals of Some Constructed $*$-Frames by Equivalent $*$-Frames [PDF]
Sahand Communications in Mathematical Analysis, 2019 Hilbert frames theory have been extended to frames in Hilbert $C^*$-modules. The paper introduces equivalent $*$-frames and presents ordinary duals of a constructed $*$-frame by an adjointable and invertible operator.
Azadeh Alijani
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Low-Rank and Sparse Decomposition of Compressive Sensing Observation Signals [PDF]
Jisuanji gongcheng, 2022 Low-rank and sparse decomposition can be used in video surveillance analysis.This composition is more difficult to perform on Compressive Sensing(CS) videos than on videos sampled by the Nyquist theorem.Inspired by the method of projecting Nyquist ...
PAN Jinfeng, YIN Liju, GAO Mingliang, ZOU Guofeng
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Spectral approximation methods for Fredholm integral equations with non-smooth kernels
Mathematical Modelling and Analysis, 2022 In this paper, polynomially based projection and modified projection methods for approximating the solution of Fredholm integral equations with a kernel of Green’s function type are studied.
Chafik Allouch +2 more
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Kaczmarz method with oblique projection
Results in Applied Mathematics, 2022 The popular randomized Kaczmarz method is a single random orthogonal projection method. In this paper, a single randomized Kaczmarz method with oblique projection is discussed.
Weiguo Li +3 more
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