inverse tone mapping
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Benchmarks
Most implemented
Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping
Luminance Attentive Networks for HDR Image and Panorama Reconstruction
Deep Video Inverse Tone Mapping Based on Temporal Clues
Redistributing the Precision and Content in 3D-LUT-based Inverse Tone-mapping for HDR/WCG Display
Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction
Generalized Lightness Adaptation with Channel Selective Normalization
Papers
Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping
We propose DOME-HDR, a dual-output multi-exposure HDR reconstruction framework that jointly produces a perceptually balanced SDR image and a consistent HDR image via gain map inverse tone mapping. Given three bracketed L…
inverse tone mappingAIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results
This paper presents a comprehensive review of the AIM 2025 Challenge on Inverse Tone Mapping (ITM). The challenge aimed to push forward the development of effective ITM algorithms for HDR image reconstruction from single…
Image Reconstructioninverse tone mappingRealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning
High-Dynamic-Range Wide-Color-Gamut (HDR-WCG) technology is becoming increasingly prevalent, intensifying the demand for converting Standard Dynamic Range (SDR) content to HDR. Existing methods primarily rely on fixed to…
inverse tone mappingInverse-Tone-MappingRepresentation LearningTone MappingHDRT: A Large-Scale Dataset for Infrared-Guided HDR Imaging
Capturing images with enough details to solve imaging tasks is a long-standing challenge in imaging, particularly due to the limitations of standard dynamic range (SDR) images which often lose details in underexposed or …
inverse tone mappingInverse-Tone-MappingTone MappingSemantic Aware Diffusion Inverse Tone Mapping
The range of real-world scene luminance is larger than the capture capability of many digital camera sensors which leads to details being lost in captured images, most typically in bright regions. Inverse tone mapping at…
inverse tone mappingInverse-Tone-MappingTone MappingDeep Conditional HDRI: Inverse Tone Mapping via Dual Encoder-Decoder Conditioning Method
Inverse tone mapping, a technique to restore a high dynamic range (HDR) image from a single low dynamic range (LDR) image, exhibits wide versatility since it may be easily applied to any camera device. Besides, the recen…
DecoderImage Generationinverse tone mappingInverse-Tone-Mapping+1