PMID- 33115089 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20201029 IS - 1094-4087 (Electronic) IS - 1094-4087 (Linking) VI - 28 IP - 21 DP - 2020 Oct 12 TI - Method for reconstructing a high dynamic range image based on a single-shot filtered low dynamic range image. PG - 31057-31075 LID - 10.1364/OE.400820 [doi] AB - Traditional cameras are limited by sensors and cannot directly capture single-shot high dynamic range (HDR) images. We propose an improved single-shot HDR image reconstruction method that uses a single-exposure filtered low dynamic range (FLDR) image. First, by adding an optical filter in front of the camera lens, a FLDR image with different RGB channel exposure states and luminance ranges can be captured in a single-shot, unlike the traditional LDR image. Second, a deep inverse tone mapping network (DITMnet) with multibranch features extraction and multioutput images synthesis is designed to reconstruct an HDR image from a single FLDR image. Experimentally, under different exposure states and color spaces, our method outperforms similar algorithms. FAU - Liang, Bin AU - Liang B FAU - Weng, Dongdong AU - Weng D FAU - Bao, Yihua AU - Bao Y FAU - Tu, Ziqi AU - Tu Z FAU - Luo, Le AU - Luo L LA - eng PT - Journal Article PL - United States TA - Opt Express JT - Optics express JID - 101137103 SB - IM EDAT- 2020/10/30 06:00 MHDA- 2020/10/30 06:01 CRDT- 2020/10/29 01:05 PHST- 2020/10/29 01:05 [entrez] PHST- 2020/10/30 06:00 [pubmed] PHST- 2020/10/30 06:01 [medline] AID - 440240 [pii] AID - 10.1364/OE.400820 [doi] PST - ppublish SO - Opt Express. 2020 Oct 12;28(21):31057-31075. doi: 10.1364/OE.400820.