7/26/2023 0 Comments Scala code![]() Using a ray transformer, we compute SRDF values of sampled points on a ray and then render color and depth. To reconstruct the scene with fine details and little noise, VolRecon combines projection features aggregated from multi-view features, and volume features interpolated from a coarse global feature volume. We introduce VolRecon, a novel generalizable implicit reconstruction method with Signed Ray Distance Function (SRDF). ![]() However, most existing neural implicit reconstruction methods optimize per-scene parameters and therefore lack generalizability to new scenes. Please continue to the next page to read more.Code of paper 'VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction' (CVPR 2023) Project | arXivĪbstract: The success of the Neural Radiance Fields (NeRF) in novel view synthesis has inspired researchers to propose neural implicit scene reconstruction. Scala has the same compilation model (separate compilation, dynamic class loading) as Java and allows access to thousands of existing high-quality libraries. Those Scala features without Java analogues, such as default and named parameters, compile as closely to Java as reasonably possible. Newer Java features like SAMs, lambdas, annotations, and generics have direct analogues in Scala. In particular, the interaction with the mainstream object-oriented Java programming language is as seamless as possible. Scala is designed to interoperate well with the popular Java Runtime Environment (JRE). String interpolation is user-extensible with custom interpolators.Implicit classes allow adding extension methods to existing types.In many cases, this can be done without using meta-programming facilities such as macros. Scala provides a unique combination of language mechanisms that make it straightforward to add new language constructs in the form of libraries. In practice, the development of domain-specific applications often requires domain-specific language extensions. In combination, these features provide a powerful basis for the safe reuse of programming abstractions and for the type-safe extension of software. Type inference means the user is not required to annotate code with redundant type information. Inner classes and abstract type members as object members.Scala’s expressive type system enforces, at compile-time, that abstractions are used in a safe and coherent manner. These features make Scala ideal for developing applications like web services. In this context, for comprehensions are useful for formulating queries. ![]() Singleton objects provide a convenient way to group functions that aren’t members of a class.įurthermore, Scala’s notion of pattern matching naturally extends to the processing of XML data with the help of right-ignoring sequence patterns, by way of general extension via extractor objects. Scala’s case classes and its built-in support for pattern matching provide the functionality of algebraic types, which are used in many functional languages. Scala provides a lightweight syntax for defining anonymous functions, it supports higher-order functions, it allows functions to be nested, and it supports currying. ![]() Scala is also a functional language in the sense that every function is a value. Classes can be extended by subclassing, and by using a flexible mixin-based composition mechanism as a clean replacement for multiple inheritance. Types and behaviors of objects are described by classes and traits. Scala is a pure object-oriented language in the sense that every value is an object. It seamlessly integrates features of object-oriented and functional languages. Scala is a modern multi-paradigm programming language designed to express common programming patterns in a concise, elegant, and type-safe way. You want a more detailed guide, consider obtaining a book or consulting This is just a brief tour, not a full language tutorial. ![]() It is intended for newcomers to the language. This tour contains bite-sized introductions to the most frequently used features Info: JavaScript is currently disabled, code tabs will still work, ![]()
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