Spatiotemporal - 程序员宅基地

深度学习算法中的时空卷积网络（Spatio-Temporal Convolutional Networks）

在网络的前向传播过程中，时空卷积核在整个视频序列上进行滑动，从而提取出时序和空间上的特征。然而，对于一些涉及到时序和空间信息的任务，如视频分析、动作识别和人体姿态估计等，传统的CNNs存在一定的局限性。...

读书笔记9：Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition

传统的LSTM是处理时间序列的，是一个一维的问题，而本文提出了spatio-temporal LSTM，其实就是将一维的LSTM改成了二维的。简介中，可以看出本文是准备探索基于RNN的3D skeleton based action recognition。...

Video Understanding（3）——Spatio-Temporal Action Localization时空动作定位

《Action Tubelet Detector for Spatio-Temporal Action Localization》，2017，[caffe] 《Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos 》，2017，[caffe]

【论文】时空预测模型Spatio-Temporal Graph Convolutional Networks

标签：深度学习 cnn 神经网络

stgcn

stac-api-spec:SpatioTemporal Asset Catalog API 规范 - 一种使地理空间资产可公开搜索和可抓取的 API

标签： ogc-api spatiotemporal-asset-catalog stac-api JavaScript

应用程序接口关于时空资产目录 (STAC) 规范旨在标准化地理空间资产在线公开和查询的方式。 “时空资产”是表示在特定空间和时间捕获的有关地球信息的任何文件。核心 STAC 规范位于。 STAC API 是空间时间资产...

spatiotemporal_datasets:收集时空数据集以进行网络科学，深度学习和通用机器学习研究

标签： data-science benchmark machine-learning deep-learning time-series analytics pytorch deepwalk dataset spatial-analysis epidemiology spatial-data spatial-data-analysis gcn time-series-analysis node2vec vector-autoregression pytorch-geometric gnn

匈牙利县节点数20 边缘61 密度0.3211 传递性0.4134可能的任务计数数据回归引用@misc { rozemberczki2021chickenpox , title = { {Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal ...

Identification of Nonlinear Spatiotemporal Dynamical Systems With Nonuniform Observations Using ...

标签：研究论文

The identification of nonlinear spatiotemporal dynamical systems given by partial differential equations has attracted a lot of attention in the past decades. Several methods, such as searching ...

【CVPR2018】A Closer Look at Spatiotemporal Convolu

标签：人工智能计算机视觉

【CVPR2018】A Closer Look at Spatiotemporal Convolutions for Action Recognition动作识别时空卷积的进一步研究

Single-mode output by controlling the spatiotemporal nonlinearities in mode-locked femtosecond ...

Recently, spatiotemporal mode-locking has been proposed as a new path to fiber lasers. However, the beam quality was highly multimode, and the calculated threshold pulse energy (>100 nJ) for ...

论文讲解Learning Spatiotemporal Features with 3D Convolutional Networks（C3D） .ppt

标签：深度学习行为识别机器学习

行为识别C3Dppt

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data

标签：研究论文

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data

A Destination Prediction Network Based on Spatiotemporal Data for Bike-Sharing

标签：研究论文

Bike-sharing is a new low-carbon and environment-friendly mode of public transport based on the sharing economy. Since 2017, the bike-sharing market has boomed in China's major cities....

stac-spec:SpatioTemporal资产目录规范-使地理空间资产可公开搜索和爬网

标签： satellite-imagery satellites earth-observation earth-observation-catalogue JavaScript

关于时空资产目录（STAC）系列规范旨在标准化地理空间资产元数据的结构和查询方式。 “时空资产”是表示某个特定时间和地点的地球信息的任何文件。最初的重点是卫星图像的场景，但现在的规范涵盖了广泛的用途，...

spatiotemporal_computing_core.zip_computing_spatiotemporal_tent

标签： computing spatiotemporal tent_map 时空混沌混沌

用VHDL实现时空混沌：耦合映像格子(CML)

Spatiotemporal Saliency Detection Using

标签： Saliency

Spatiotemporal Saliency Detection Using Textural Contrast and Its Applications

A Closer Look at Spatiotemporal Convolutions for Action Recognition

标签： Convolutions

Spatiotemporal ConvolutionsSpatiotemporal ConvolutionsSpatiotemporal ConvolutionsSpatiotemporal ConvolutionsSpatiotemporal ConvolutionsSpatiotemporal ConvolutionsSpatiotemporal ...

Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction

标签： RDFA

code: https://github.com/zhaominyiz/RFDA-PyTorch.包括两个主要组件：时空特征融合（STFF）模块，用于时间特征融合，质量增强（QE）模块，用于重建融合特征。而在STFF模块中，递归融合（RF）模块是在大时间范围内...

Stock Selection via Spatiotemporal Hypergraph Attention Network

标签：金融商贸深度学习

量化交易和投资决策是复杂的金融任务，依赖于准确的股票选择。尽管深度学习在复杂和高度随机的股票预测问题上取得了显著进展，但依然面临两个显著的局限性。他们没有直接从收益角度优化投资目标，而是把每只股票视为...

【JTE】Analysis of Spatiotemporal Factors Affecting Traffic Safety Based on Multisource Data Fusion

标签： GTWR

文章主要是分析交通事故的时空影响因素。交通事故数据描述性统计分析，事故数据根据严重程度可以划分为KSI和PDO，分别是有人员伤亡和无人员伤亡。然后分别对这两类事故数据进行时空特性分析。时间维度就是统计每天的...

C3D Learning Spatiotemporal Features with 3D Convolutional Networks

标签：深度学习计算机视觉人工智能

Learning Spatiotemporal Features with 3D Convolutional Networks

中文Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

标签： Action Localisation and Prediction

中文翻译Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting

标签：深度学习神经网络 pytorch

Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting 1.文章概述当前方法不足：交通数据实时变换，但大多数方法使用预定义图道路的语义相似性没被考虑到创新点： ...

spatio.rar_chaotic_cryptanalysis_cryptosystem_spatiotemporal

标签： chaotic cryptanalysis cryptosystem spatiotemporal

Cryptanalysis of a spatiotemporal chaotic cryptosystem

论文阅读笔记-STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction

标签：论文阅读人工智能深度学习

CVPR2022的一篇关于视频预测的文章，它探究了在高分辨率情况下的视频预测任务。

DiffPose: SpatioTemporal Diffusion Model for Video-Based Human P

标签：姿势估计

多帧人体姿势估计内容简介： 1）方向：去噪扩散概率模型 2）应用：多帧人体姿势估计 3）背景：去噪扩散概率模型在图像生成方面取得了成功，并在感知任务中表现出色，但在多帧人体姿势估计中的应用仍然存在困难，...

【论文笔记】Spatiotemporal Residual Networks for Video Action Recognition

标签：计算机视觉神经网络机器学习

摘要双流卷积网络(ConvNets)在视频中人的动作识别方面表现出了强大的性能。最近，残差网络(ResNets)作为一种训练极深架构的新技术出现了。本论文介绍了这两种方法的组合时空ResNets。新架构通过两种方式引入残差...

2018-GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs

标签：深度学习机器学习

2018-GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs摘要1 INTRODUCTION2 NOTATIONS3 RELATED WORK3.1 Neural attention mechanism3.2 Graph convolutional networks on large ...

Multimodal Spatiotemporal Representation for Automatic Depression Level Detection

标签：深度学习人工智能 lstm

Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 《自动抑郁检测的多模态时空表示》 ——TAFFC.2020 文章提出了一种新的时空注意网络STA和多模态注意特征融合策略MAFF来获得...

[论]Learning Dynamic and Hierarchical Traffic Spatiotemporal Features with Transformer

标签： transformer 深度学习人工智能

多头注意力机制。编码-解码结构。Transformer

【论文阅读】IROS2022: Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments

标签：论文阅读深度学习人工智能

完整题目： Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments代码链接：无缩写：occupancy grid map (OGM), sensor grid maps (SGMs), residual grid maps (RGMs)

”Spatiotemporal“ 的搜索结果

深度学习算法中的时空卷积网络（Spatio-Temporal Convolutional Networks）

读书笔记9：Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition

Video Understanding（3）——Spatio-Temporal Action Localization时空动作定位

【论文】时空预测模型Spatio-Temporal Graph Convolutional Networks

stac-api-spec:SpatioTemporal Asset Catalog API 规范 - 一种使地理空间资产可公开搜索和可抓取的 API

spatiotemporal_datasets:收集时空数据集以进行网络科学，深度学习和通用机器学习研究

Identification of Nonlinear Spatiotemporal Dynamical Systems With Nonuniform Observations Using ...

【CVPR2018】A Closer Look at Spatiotemporal Convolu

Single-mode output by controlling the spatiotemporal nonlinearities in mode-locked femtosecond ...

论文讲解Learning Spatiotemporal Features with 3D Convolutional Networks（C3D） .ppt

Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data

A Destination Prediction Network Based on Spatiotemporal Data for Bike-Sharing

stac-spec:SpatioTemporal资产目录规范-使地理空间资产可公开搜索和爬网

spatiotemporal_computing_core.zip_computing_spatiotemporal_tent

Spatiotemporal Saliency Detection Using

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction

Stock Selection via Spatiotemporal Hypergraph Attention Network

【JTE】Analysis of Spatiotemporal Factors Affecting Traffic Safety Based on Multisource Data Fusion

C3D Learning Spatiotemporal Features with 3D Convolutional Networks

中文Online Real-time Multiple Spatiotemporal Action Localisation and Prediction

Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting

spatio.rar_chaotic_cryptanalysis_cryptosystem_spatiotemporal

论文阅读笔记-STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction

DiffPose: SpatioTemporal Diffusion Model for Video-Based Human P

【论文笔记】Spatiotemporal Residual Networks for Video Action Recognition

2018-GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs

Multimodal Spatiotemporal Representation for Automatic Depression Level Detection

[论]Learning Dynamic and Hierarchical Traffic Spatiotemporal Features with Transformer

【论文阅读】IROS2022: Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments

推荐文章