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Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models [PDF]

open access: yesIEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Image restoration under adverse weather conditions has been of significant interest for various computer vision applications. Recent successful methods rely on the current progress in deep neural network architectural designs (e.g., with vision ...
Ozan Özdenizci, R. Legenstein
semanticscholar   +1 more source

Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition [PDF]

open access: yesComputer Vision and Pattern Recognition, 2021
Visual Place Recognition is a challenging task for robotics and autonomous systems, which must deal with the twin problems of appearance and viewpoint change in an always changing world.
Stephen Hausler   +4 more
semanticscholar   +1 more source

Deep Patch Visual Odometry [PDF]

open access: yesNeural Information Processing Systems, 2022
We propose Deep Patch Visual Odometry (DPVO), a new deep learning system for monocular Visual Odometry (VO). DPVO uses a novel recurrent network architecture designed for tracking image patches across time.
Zachary Teed, Lahav Lipson, Jia Deng
semanticscholar   +1 more source

Preparation and characterization of gac loaded cellulose acetate nanofiber patch [PDF]

open access: yesSongklanakarin Journal of Science and Technology (SJST), 2021
The aims of this study were to fabricate cellulose acetate (CA) nanofiber patch containing gac extract using electrospinning process, and to characterize and investigate release and stability of the patch.
Natyada Khammanewanitwong   +2 more
doaj   +1 more source

Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks [PDF]

open access: yesInternational Conference on Medical Image Computing and Computer-Assisted Intervention, 2021
Cancer prognostication is a challenging task in computational pathology that requires context-aware representations of histology features to adequately infer patient survival.
Richard J. Chen   +6 more
semanticscholar   +1 more source

Patch Slimming for Efficient Vision Transformers [PDF]

open access: yesComputer Vision and Pattern Recognition, 2021
This paper studies the efficiency problem for visual transformers by excavating redundant calculation in given networks. The recent transformer architecture has demonstrated its effectiveness for achieving excellent performance on a series of computer ...
Yehui Tang   +6 more
semanticscholar   +1 more source

Design and Performance Study of Single and Multi-Layered Fractal Based Miniaturized Patch Antennas for 2.4 GHz Applications

open access: yesJournal of Microwaves, Optoelectronics and Electromagnetic Applications, 2021
The design and characterization of single and multi-layered miniaturized microstrip antennas resonating at 2.4 GHz are proposed. The miniaturization is accomplished by fractal Defected Ground Structure (DGS).
Amiya Bhusana Sahoo   +2 more
doaj   +1 more source

The effects of digital media buying on advertisers

open access: yesManagement : Journal of Contemporary Management Issues, 2020
Although the Internet has become the essence of communication, from an advertiser’s perspective digital advertising remains underexplored. This paper examines the effects of digital media buying efforts on advertisers in Bosnia and Herzegovina, while ...
Lejla Šehić, Almir Peštek
doaj   +1 more source

Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring [PDF]

open access: yesComputer Vision and Pattern Recognition, 2019
Despite deep end-to-end learning methods have shown their superiority in removing non-uniform motion blur, there still exist major challenges with the current multi-scale and scale-recurrent models: 1) Deconvolution/upsampling operations in the coarse-to-
Hongguang Zhang   +3 more
semanticscholar   +1 more source

Effects of AMF on plant nutrition and growth depend on substrate gravel content and patchiness in the karst species Bidens pilosa L

open access: yesFrontiers in Plant Science, 2022
Karst ecosystems represent a typical heterogeneous habitat, and it is ubiquitous with varying interactive patches of rock and soil associated with differential weathering patterns of carbonate rocks.
Kaiping Shen   +14 more
doaj   +1 more source

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