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