Temporal

论文阅读:EDVR: Video Restoration with Enhanced Deformable Convolutional Networks

坚强是说给别人听的谎言 提交于 2019-12-03 10:44:49
Abstract **1.benchmark:**REDS is released in the NTIRE19 Challenge,contain larger and more complex motions 2.难点: (1)align multiple frames given large motions (2)effectively fuse(融合) different frames with diverse motion and blur。 3.方法 :Enhanced Deformable convolutions, (1)a Pyramid, Cascading and Deformable (PCD) alignment module, in which frame alignment is done at the feature level using deformable convolutions in a coarse-to-fine manner (2)a Temporal and Spatial Attention (TSA) fusion module to emphasize important features for subsequent restoration. 4.代码 : https://github.com/xinntao/EDVR .

Confused between Temporal and Spatial locality in real life code

ⅰ亾dé卋堺 提交于 2019-12-02 23:17:29
I was reading this question , I wanted to ask more about the code that he showed i.e for(i = 0; i < 20; i++) for(j = 0; j < 10; j++) a[i] = a[i]*j; The questions are, I understand temporal locality, I think that references to i and j should be temporal locality. Am I right? I also understand spatial locality, as the question I linked answers that references to a[i] should be spatial locality. Am I right? The person said, "The inner loop will call same memory address when accessing a[i] ten times so that's an example for temporal locality I guess. But is there spatial locality also in the above

Principal component analysis (PCA) of time series data: spatial and temporal pattern

不想你离开。 提交于 2019-12-02 19:39:31
Suppose I have yearly precipitation data for 100 stations from 1951 to 1980. In some papers, I find people apply PCA to the time series and then plot the spatial loadings map (with values from -1 to 1), and also plot the time series of the PCs. For example, figure 6 in https://publicaciones.unirioja.es/ojs/index.php/cig/article/view/2931/2696 is the spatial distribution of the PCs. I am using function prcomp in R and I wonder how I can do the same thing. In other words, how can I extract the "spatial pattern" and "temporal pattern" from the results of prcomp function? Thanks. set.seed(1234)

Representing temporal constraints in SMT-LIB

杀马特。学长 韩版系。学妹 提交于 2019-12-01 06:26:43
I'm trying to represent temporal constraints in SMT-LIB in order to check their satisfiability. I'm looking for feedback on the direction I'm taking. I'm relatively new to SMT-LIB and I'll highly appreciate inputs. The constraints that I have are about the time and duration of events. For example, consider the following constraints given in natural language: John started writing an essay at 13:03:41, and it took him 20 min to complete it. After writing, he checked his emails, which took him more than 40 min. After checking his emails, he phoned his wife. He phoned his wife after 14:00:00. It

Representing temporal constraints in SMT-LIB

落爺英雄遲暮 提交于 2019-12-01 04:51:40
问题 I'm trying to represent temporal constraints in SMT-LIB in order to check their satisfiability. I'm looking for feedback on the direction I'm taking. I'm relatively new to SMT-LIB and I'll highly appreciate inputs. The constraints that I have are about the time and duration of events. For example, consider the following constraints given in natural language: John started writing an essay at 13:03:41, and it took him 20 min to complete it. After writing, he checked his emails, which took him

Avoid schema mismatch in System-Versioned tables

天涯浪子 提交于 2019-12-01 03:26:40
Looking for a workaround for: Error: SQL71609: System-versioned current and history tables do not have matching schemes. Mismatched column: 'XXXX'. When trying to use SQL 2016 System-Versioned (Temporal) tables in SSDT for Visual Studio 2015. I've defined a basic table: CREATE TABLE [dbo].[Example] ( [ExampleId] INT NOT NULL IDENTITY(1,1) PRIMARY KEY, [ExampleColumn] VARCHAR(50) NOT NULL, [SysStartTime] datetime2 GENERATED ALWAYS AS ROW START HIDDEN NOT NULL, [SysEndTime] datetime2 GENERATED ALWAYS AS ROW END HIDDEN NOT NULL, PERIOD FOR SYSTEM_TIME (SysStartTime,SysEndTime) ) WITH (SYSTEM

var ,let ,const 的区别和共同点

China☆狼群 提交于 2019-11-30 19:40:30
一、let和var区别 1.关于变量提升,var能变量提升,let不能 // 关于var 如下所示 console.log(a); //输出undefined,此时就是变量提升 var a = 2; console.log(a); //2 //相当于下面的代码 var a; //声明且初始化为undefined console.log(a); //输出undefined a=2; //赋值 console.log(a); //2 //前端全栈交流学习圈:866109386 //帮助1-3年前端人员,突破技术,提升思维 // 关于let 如下所示 console.log(a); // 报错ReferenceError let a = 2; //相当于在第一行先声明a但没有初始化,直到赋值时才初始化 //直接用let声明变量不赋值是会打印undefined,这时候初始化了 let a; console.log(a);//值为undefined 2.暂时性死区:块级作用域内存在let命令,它所声明的变量就“绑定”这个区域,不再受外部的影响重点内容,简而言之,就是某个代码块有let指令,即使外部有名称相同的变量,该代码块的同名变量与外部的变量也互不干扰。而var不会,如下所示: //let var a = 123; if (true) { let a="abc"; console.log

Analyse code for spatial and temporal locality

て烟熏妆下的殇ゞ 提交于 2019-11-30 09:53:18
Hi have some question regarding spatial and temporal locality. I have read in the course theory that spatial locality If one item is referenced, the likelihood of other address close by will be referenced soon temporal locality One item that is referenced at one point in time it tend to be referenced soon again. Ok, but how do I see that in the code? I think I understood the concept for temporal locality but I don't understand spatial locality yet. For instance in this loop for(i = 0; i < 20; i++) for(j = 0; j < 10; j++) a[i] = a[i]*j; The inner loop will call same memory address when

See if the current time falls within a specific range of time in the current day in Java

断了今生、忘了曾经 提交于 2019-11-30 08:24:19
问题 I am sure this was done 1000 times in 1000 different places. The question is I want to know if there is a better/standard/faster way to check if current "time" is between two time values given in hh:mm:ss format. For example, my big business logic should not run between 18:00:00 and 18:30:00 . So here is what I had in mind: public static boolean isCurrentTimeBetween(String starthhmmss, String endhhmmss) throws ParseException{ DateFormat hhmmssFormat = new SimpleDateFormat("yyyyMMddhh:mm:ss");

java8-dateandtime-api

狂风中的少年 提交于 2019-11-29 07:23:08
回顾 Date 和 Calendar是可以变化的类,非线程安全的 第三方的时间库 Joda-Time IN java8 java.time LocalDate,LocalTime,LocalDateTime,Instant,Duration,Period LocalDate,LocalTime,LocalDateTime LocalDate是不可变的类,没有具体一天的时间,不带时区的信息 creating a LocalDate and reading its vaules,creating a LocalTime and reading its values @Test public void testLocalDate() { LocalDate date = LocalDate.of(2014, 3, 18); int year = date.getYear(); Month month = date.getMonth(); int day = -date.getDayOfMonth(); DayOfWeek dow = date.getDayOfWeek(); int len = date.lengthOfMonth(); boolean leap = date.isLeapYear(); Object[] params = {date, year, month, day,