【论文题目】Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution 【出处】ICCV 2023 南京理工大学的工作,今年在low-level任务上南理工还有另一个工作DLGSANet,回头我再梳理一下这篇文章。 【原文链接】(代码已开源) arxiv.org/pdf/2302.13800.pdfarxiv.org/pdf/2302.13800.pdf 导读 本...
论文链接:Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution 代码链接:github 摘要 在本文中,提出了一个简单而有效的深度网络来解决图像超分辨率。详细来说,在一个类似ViT的模块上,开发了一个空间自适应特征调制(SAFM)机制。在这个机制中,我们首先在输入特征上应用SAFM模块,动态地选择有代表性...
📖 Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution [Paper] [Supp] Long Sun,Jiangxin Dong,Jinhui Tang, andJinshan Pan IMAG Lab, Nanjing University of Science and Technology An overview of the proposed SAFMN. SAFMN first transforms the input LR image into the feat...
This repository is the implementation of"Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform"(ICCV 2021). Our code is based onCompressAI. Abstract:We propose a versatile deep image compression network based on Spatial Feature Transform (SFT), which takes a source image ...
We propose a versatile deep image compression network based on Spatial Feature Transform (SFT arXiv:1804.02815 ), which takes a source image and a corresponding quality map as inputs and produce a compressed image with variable rates. Our model covers a wide range of compression rates using a ...
Towards reducing this superfluous computation, we propose to compute features only at sparsely sampled locations, which are probabilistically chosen according to activation responses, and then densely reconstruct the feature map with an efficient interpolation procedure. With this sampling-interpolation scheme...
代码:https://github.com/zdaxie/SpatiallyAdaptiveInference-Detection 这个论文的关键词是动态网络。如下图所示,动态网络目标是可以对 简单 和困难 的样本分别 采用不同的网络进行推理。对于简单样本采用小网络,对于困难样本采用大网络,这样可以有效降低计算中的冗余。 这篇论文就是研究动态网络,只对输入feature map部...
Reprints and permissions © 2007 Springer-Verlag Berlin Heidelberg Cite this paper Li, J., Mohamed, S.S., Salama, M.M.A., Freeman, G.H. (2007). Subband-Adaptive and Spatially-Adaptive Wavelet Thresholding for Denoising and Feature Preservation of Texture Images. In: Kamel, M., Campilho...
6) adaptive feature space 自适应特征空间 补充资料:自适应自整定调节 分子式: CAS号: 性质:在调节系统中,对象的动态特性往往是变化的,如果变化不大或调节的质量要求不高时,可以采用固定规律的调节器,假若变化大,质量要求又高时,需要选择可变规律调节器。调节器参数的改变是直接按照对象特性的变化进行的,叫作自...
Performance evaluation with both airborne and spaceborne radar images has shown the approached technique is much efficient related to speckle reduction and feature preservation compared to the state of art techniques.doi:10.1080/22797254.2019.1694848Roy Thankachan...