Deep learning for hdr imaging: State-of-the-art and future trends
L Wang, KJ Yoon - IEEE transactions on pattern analysis and …, 2021 - ieeexplore.ieee.org
High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range
of exposures, which is important in image processing, computer graphics, and computer …
of exposures, which is important in image processing, computer graphics, and computer …
Deep learning for event-based vision: A comprehensive survey and benchmarks
Event cameras are bio-inspired sensors that capture the per-pixel intensity changes
asynchronously and produce event streams encoding the time, pixel position, and polarity …
asynchronously and produce event streams encoding the time, pixel position, and polarity …
Learning event guided high dynamic range video reconstruction
Limited by the trade-off between frame rate and exposure time when capturing moving
scenes with conventional cameras, frame based HDR video reconstruction suffers from …
scenes with conventional cameras, frame based HDR video reconstruction suffers from …
Rawhdr: High dynamic range image reconstruction from a single raw image
High dynamic range (HDR) images can record much more intensity levels than usual ones.
Existing methods mainly reconstruct HDR images from the 8-bit low dynamic range (LDR) …
Existing methods mainly reconstruct HDR images from the 8-bit low dynamic range (LDR) …
Evdistill: Asynchronous events to end-task learning via bidirectional reconstruction-guided cross-modal knowledge distillation
Event cameras sense per-pixel intensity changes and produce asynchronous event streams
with high dynamic range and less motion blur, showing advantages over the conventional …
with high dynamic range and less motion blur, showing advantages over the conventional …
Coherent event guided low-light video enhancement
With frame-based cameras, capturing fast-moving scenes without suffering from blur often
comes at the cost of low SNR and low contrast. Worse still, the photometric constancy that …
comes at the cost of low SNR and low contrast. Worse still, the photometric constancy that …
High-speed image reconstruction through short-term plasticity for spiking cameras
Fovea, located in the centre of the retina, is specialized for high-acuity vision. Mimicking the
sampling mechanism of the fovea, a retina-inspired camera, named spiking camera, is …
sampling mechanism of the fovea, a retina-inspired camera, named spiking camera, is …
HDR video reconstruction: A coarse-to-fine network and a real-world benchmark dataset
High dynamic range (HDR) video reconstruction from sequences captured with alternating
exposures is a very challenging problem. Existing methods often align low dynamic range …
exposures is a very challenging problem. Existing methods often align low dynamic range …
Hybrid high dynamic range imaging fusing neuromorphic and conventional images
Reconstruction of high dynamic range image from a single low dynamic range image
captured by a conventional RGB camera, which suffers from over-or under-exposure, is an ill …
captured by a conventional RGB camera, which suffers from over-or under-exposure, is an ill …
Learning to reconstruct high speed and high dynamic range videos from events
Event cameras are novel sensors that capture the dynamics of a scene asynchronously.
Such cameras record event streams with much shorter response latency than images …
Such cameras record event streams with much shorter response latency than images …