We consider the task of depth estimation from a single monocular image. We take a supervised learning approach to this problem, in which we begin by collecting a training set of monocular images (of unstructured outdoor environments which include forests, trees, buildings, etc.) and their corresponding ground-truth depthmaps. Then, we apply supervised learning to predict the depthmap as a funct...

This letter is concerned with polarimetric dense map reconstruction based on a polarization camera the help of relative depth information as prior. In general, imaging able to reveal about surface normal such azimuth and zenith angles, which can support development solutions problem reconstruction, especially in texture-poor regions. However, shape cues are ambiguous due two types polarized ref...

This paper investigates the traditional production process that defines perfect symbiosis between site, culture, and construction engineering lifestyle. Indeed, despite limited means, ancient builders have erected collective edifices well adapted suited to occupants' needs. study aims assess auressian clusters investigate relationship space resident community establish a reference cultural mode...

Tourism is a progressively major part of economies of urban areas. Urban regeneration as a subcategory of urban tourism has been the center of many urban projects. This study addresses the role of space syntax theory as an analytical tool and design aided tool in urban regeneration. For this purpose, we examined the development of a square in the Kuala Lumpur City Center (KLCC) using space synt...

Holoscopic 3D imaging is a true 3D imaging system mimics fly’s eye technique to acquire a true 3D optical model of a real scene. To reconstruct the 3D image computationally, an efficient implementation of an Auto-Feature-Edge (AFE) descriptor algorithm is required that provides an individual feature detector for integration of 3D information to locate objects in the scene. The AFE descriptor pl...

This paper introduces a fast approach for automatic dense large scale 3D urban reconstruction from video. The presented system uses a novel multi-view depthmap fusion algorithm where the surface is represented by a heightmap. Whereas most other systems attempt to produce true 3D surfaces, our simplified model can be called a 2.5D representation. While this model seems to be a more natural fit t...

Nowadays, historical neighborhoods in Iran are a state of decay due to the lack spatial legibility with respect their organic layout. Hence, level interaction among people and perception environment has gradually diminished. Historical no longer possess former prosperity function, citizens prefer inhabit newer configurations meet demands. The aim this study was investigate role creating suitabl...

Surgical planning is crucial to Stereoelectroencephalography (SEEG), a minimally invasive procedure that requires clinicians operate with no direct view of the brain. Decisions making involves different clinical specialties and analysis multiple multimodal datasets. We present DepthMap tool designed localize, measure, visualize surgical risk, an AlternativeFinder tool, search for alternative tr...

In this paper we describe our observations of Liverpool’s (UK) syntactical patterning relating to its urban network growth from 1850s to the present day. Liverpool’s rapid growth and transformation provides a compelling case study of network configurations as they relate to movement potentials over time. We argue that syntactical analysis of movement potentials provides a tool for evidencing ur...