Subjective image quality datasets:

LIVE image quality dataset

Cornell-A57 image quality dataset

Wireless imaging quality (WIQ) dataset

Categorical subjective image quality (CSIQ) dataset

IRCCyN/IVC image quality dataset

IRCCyN/IVC art image quality dataset

Toyoma-MICT image quality dataset

Tampere image quality dataset 2008 (TID2008)

Tampere image quality dataset 2013 (TID2013)

Subjective video quality datasets:

EPFL-PoliMI video quality dataset

IVP video quality dataset

LIVE video quality dataset

3D image and video quality datasets:

3D high dynamic range images with their corresponding tone-mapped versions dataset

LIVE 3D image quality dataset

IRCCyN/IVC 3D image quality dataset

IVP anaglygh image dataset

Researchs on image quality assessment and high dynamic range imaging:

Structural similarity image quality index (SSIM)

Most apparent distortion image quality index (MAD)

Feature similarity image quality index (FSIM)

Spectral residual similarity image quality index (SR-SIM)

Feature similarity index image quality index using Riesz transform (RFSIM)

Tone-mapped images quality index (TMQI)

Information content weighted SSIM index (IW-SSIM)

Universal image quality index (UIQI)

Visual signal to noise ratio (VSNR)

Noise quality measure (NQM)

No-reference JPEG image quality index

Reduced-reference image quality assessment

Dynamic range independent quality measure (DRIM)

P. Debevec's high dynamic range data

M. Cadik's high dynamic range data

Open source software for high dynamic range images

MetriX MuX visual quality assessment package (version 1.1)