OOP Interview Questions

OOP: object-oriented programming. it is a paradigm that represents concepts as "objects" that have data fields and methods.


Object: it is an instance of the class.

Class: user-defined data types.

new operator: use to create an object of a class and associated the object with a variable that names it.

//Syntax
ClassName objectName = new ClassName();

File names: a file must be named the same as the class it contains with an added .java at the  end. eg. a class named MyClass must in a file named MyClass.java.



Three characters in OOP

Encapsulation: means that the data and the actions are combined into a class object, and the details of the implementation are hidden. capsule.

Inheritance: means that a general class is defined and compiled. then, more specialized versions of that class may be defined by starting with the already defined class and adding more specialized instance variables and methods. the specialized class inherit the methods and instance variables of the previously general class.

Polymorphism: is the ability of an object to take on many forms. 


Polymorphism: literally means 'a state of having many shapes' or 'the capacity to take on different forms'. In OOP, it means a language's ability to process objects of various types and classes through a single, uniform interface. It has two types: Compile time polymorphism(static binding) and Runtime polymorphism(dynamic binding). Method overloading is an example of static polymorphism, while method overriding is an example of dynamic polymorphism.


Access modifiers: private, public, protected


overriding VS overloading

overloading: within one class, you can have two or more definitions of a single method name, but different signatures.

signature: a method consists of the methods name and the list of types for parameters. Not include return type. 

overriding is happened when the method in derived class inherited from based class will be changed. 

method overriding is happened at run-time. while method overloading is happened in compile time.


abstract class VS interface

abstract class: is a class that is declared by the word abstract --it may or maynot include abstract methods. Abstract classes cannot be instantiated, but they can be subclassed. An abstract method is a method that declared without an implementation(without braces and followed by a semicolon), just with the signature. If a class            include abstract methods, then the class itself must be declared abstract.  When an abstract class is subclassed, the subclass usually provides implementation for all of the abstract methods in its parent class. However, if it does not, then the subclass must also be declared abstract.  It can include default methods, which forces all the subclasses to carry on the same hierarchies or standards.

interface: is not a class, declared by the word interface. only contain a list of methods without an implementation(only signature, definition of the method without body). A class can implement more than one interface but can only inherit from one abstract class. 


内容概要:该论文聚焦于T2WI核磁共振图像超分辨率问题,提出了一种利用T1WI模态作为辅助信息的跨模态解决方案。其主要贡献包括:提出基于高频信息约束的网络框架,通过主干特征提取分支和高频结构先验建模分支结合Transformer模块和注意力机制有效重建高频细节;设计渐进式特征匹配融合框架,采用多阶段相似特征匹配算法提高匹配鲁棒性;引入模型量化技术降低推理资源需求。实验结果表明,该方法不仅提高了超分辨率性能,还保持了图像质量。 适合人群:从事医学图像处理、计算机视觉领域的研究人员和工程师,尤其是对核磁共振图像超分辨率感兴趣的学者和技术开发者。 使用场景及目标:①适用于需要提升T2WI核磁共振图像分辨率的应用场景;②目标是通过跨模态信息融合提高图像质量,解决传统单模态方法难以克服的高频细节丢失问题;③为临床诊断提供更高质量的影像资料,帮助医生更准确地识别病灶。 其他说明:论文不仅提供了详细的网络架构设计与实现代码,还深入探讨了跨模态噪声的本质、高频信息约束的实现方式以及渐进式特征匹配的具体过程。此外,作者还对模型进行了量化处理,使得该方法可以在资源受限环境下高效运行。阅读时应重点关注论文中提到的技术创新点及其背后的原理,理解如何通过跨模态信息融合提升图像重建效果。
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