According to an embodiment, a biological component estimating apparatus includes a first acquiring unit and a first estimating unit. The first acquiring unit acquires a scattering coefficient distribution image having each pixel specified with a scattering coefficient of a measurement target region of a biological body for light including a wavelength range in a near infrared range. The first estimating unit estimates an amount of change in a biological component based on the scattering coefficient distribution image.