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Locally Non-rigid Registration for Mobile HDR Photography

arXiv 1504.01441 ↗First posted 7 Apr 2015cs.CVcited by 18

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Abstract (arXiv)

Image registration for stack-based HDR photography is challenging. If not properly accounted for, camera motion and scene changes result in artifacts in the composite image. Unfortunately, existing methods to address this problem are either accurate, but too slow for mobile devices, or fast, but prone to failing. We propose a method that fills this void: our approach is extremely fast---under 700ms on a commercial tablet for a pair of 5MP images---and prevents the artifacts that arise from insufficient registration quality.

Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). First posted on arXiv 7 Apr 2015.

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Citing papers per year: 2021: 4; 2022: 7; 2023: 3; 2024: 2; 2025: 1; 2026: 1.

18 papers.

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  1. 2022Multi-Bracket High Dynamic Range Imaging with Event Camerascited by 37
  2. 2022High Dynamic Range and Super-Resolution from Raw Image Burstscited by 18
  3. 2022FlexHDR: Modelling Alignment and Exposure Uncertainties for Flexible HDR Imagingcited by 17
  4. 2023Neural Spline Fields for Burst Image Fusion and Layer Separationcited by 16
  5. 2024Towards Real-World HDR Video Reconstruction: A Large-Scale Benchmark Dataset and A Two-Stage Alignment Networkcited by 14
  6. 2021Wavelet-Based Network For High Dynamic Range Imagingcited by 9
  7. 2021Deep Joint Demosaicing and High Dynamic Range Imaging within a Single Shotcited by 9
  8. 2022Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photographycited by 8
  9. 2023HDR Video Reconstruction with a Large Dynamic Dataset in Raw and sRGB Domainscited by 6
  10. 2025Imaging for All-Day Wearable Smart Glassescited by 6
  11. 2021Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghostingcited by 5
  12. 2021HDRVideo-GAN: Deep Generative HDR Video Reconstructioncited by 3
6 more
  1. 2022DeepHS-HDRVideo: Deep High Speed High Dynamic Range Video Reconstructioncited by 3
  2. 2023High Dynamic Range Imaging with Context-aware Transformercited by 3
  3. 2026DiffHDR: Re-Exposing LDR Videos with Video Diffusion Modelscited by 3
  4. 2024PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Alignmentcited by 2
  5. 2022Segmentation Guided Deep HDR Deghostingcited by 1
  6. 2022A Mixed Quantization Network for Computationally Efficient Mobile Inverse Tone Mappingcited by 0