Neural radiation field (NeRF)-based novel view synthesis methods are gaining popularity. NeRF can generate more detailed and realistic images than traditional methods. Conventional reconstruction of a room scene requires at least several hundred as input data generates spatial sampling points, placing tremendous burden on the training prediction process with respect to memory computational time...