The photo captured in July last year was made with data from the New Horizons Ralph/Linear Etalon Imaging Spectral Array (LEISA) instrument.
In the image, sunlight is coming from above and behind Pluto while New Horizons was about 180,000 kilometres away.
The image covers LEISA's full spectral range (1.25 to 2.5 microns), which is divided into thirds, with the shortest third being put into the blue channel, middle third into the green channel, and longest into the red channel.
They believe the haze is a photochemical smog resulting from the action of sunlight on methane and other molecules, producing a complex mixture of hydrocarbons such as acetylene and ethylene.
These hydrocarbons accumulate into small particles - a fraction of a micrometre in size - which scatter sunlight to make the blue haze, scientists said.
The new infrared image, when combined with earlier images made at shorter, visible wavelengths, gives scientists new clues into the size distribution of the particles.
