Near-infrared (IR) diffuse sky brightness is contributed from zodiacal light (ZL), integrated starlight (ISL), diffuse Galactic light (DGL), and diffuse isotropic light including extragalactic background light (EBL). The diffuse near-IR radiation was studied by all-sky maps obtained with the Diffuse Infrared Background Experiment (DIRBE) onboard Cosmic Background Explorer (COBE). In the previous analysis, however, large ISL uncertainty in a star-counts model caused non-detection of the DGL and diffuse isotropic light. In this thesis, the diffuse near-IR radiation is reanalyzed by improving the ISL evaluation. In the present analysis, DIRBE all-sky maps at 1.25, 2.2, 3.5, and 4.9 um are used as total diffuse near-IR brightness. To improve the ISL evaluation, star catalogs based on Two Micron All-Sky Survey (2MASS) and Wide-field Infrared Survey Explorer (WISE) are used. As a result, the DIRBE sky brightness is decomposed into the ZL, DGL, ISL, and diffuse isotropic light in high Galactic latitudes. The near-IR DGL consists of scattered light and thermal emission from interstellar dust. Using the DGL result at 3.5 um, mass fraction of very small grains and polycyclic aromatic hydrocarbon is constrained to be 2%-8%. The scattered light observed at 1.25 and 2.2 um is redder than that expected from a current dust model. This trend may suggest the presence of larger dust grains in the diffuse interstellar medium. At 1.25 and 2.2 um, intensity ratios of the DGL to 100 um emission are found to increase toward low Galactic latitudes. The observed latitude dependence is steeper than a scattered light model in which the scattering phase function reproduces a current dust model. This may imply stronger forward scattering by larger grains, which is consistent with the implication from the redder spectrum of the scattered light. The diffuse isotropic light obtained at 1.25 and 2.2 um is several times larger than integrated galaxy light and EBL limit derived from high-energy gamma-ray observation, indicating local origin of the excess light. To explain the excess, hypothetical interplanetary dust distributed around the Sun is introduced. Additional 5%-10% density relative to the known interplanetary dust can explain the excess light. In the future, observation outside the Earth orbit will be useful to confirm the origin of the diffuse isotropic light.