Sentence examples for representations 1 from inspiring English sources

In general, three main steps are followed to build compact image representations: (1) feature extraction, (2) embedding, and (3) aggregation.

There are four main features that distinguish the ORF from these representations: (1) Simplicity and compactness: the representation can be stored in a mono-dimensional data structure.

In this way, a general conceptual framework is defined for evaporation from complex vegetation, from which simpler representations (1, 2 or 3 components models) and asymptotic limits (infinite identical components) can be inferred.

A 3D finite element (FE) model is presented with four different fastening representations: (1) commonly used spring-damper pair, (2) area covering spring-damper pairs, (3) solid railpad connected to the rail, and (4) solid railpad in frictional contact with the rail and fixed to the support by preloaded springs, which represent the clamps.

Data may come in two possible representations: (1) Feature space (a [nXm] matrix): each instance is measured according to its features (or attributes).

As a matching model, we interpolate the query likelihood of both representations: (1) where α defines the mix between text and concepts.

These features are usually extracted from the time frequency (t f) representations [1, 3, 4] of the signals under analysis.

In interactive fluid simulation, as one common physical simulation method, the particle-based method, such as Smooth Particle Hydrodynamics (SPH), has been extensively used for creating realistic image effects of fluids in image and video game due to superiority of Lagrangian representations [1, 2].

Previous studies have shown that estimations from sampling data without considering spatial information could introduce large biases and erroneous spatial representations [1, 2], and thus systematic sampling from remote sensing data is crucial to the accurate mapping of tropical forests at the regional scale.

This problem is not existing in GC, since all gates use different representations.1 For similar reasons, the problem is also not relevant for FHE, since the evaluation there is based on circuits and does not require equality checks on plaintexts.

In the article "Joint DOD/DOA estimation in MIMO radar exploiting time-frequency signal representations"[1] Yimin Zhang et al. deal with the joint estimation of direction-of-departure (DOD) and direction-of-arrival (DOA) information of maneuvering targets in a bistatic multiple-input multiple-output (MIMO) radar system when exploiting spatial time-frequency distribution (STFD).