Timeline and boundary guided diffusion network for video shadow detection

H Zhou, H Wang, T Ye, Z Xing, J Ma, P Li… - Proceedings of the …, 2024 - dl.acm.org
Video Shadow Detection (VSD) aims to detect the shadow masks with frame sequence.
Existing works suffer from inefficient temporal learning. Moreover, few works address the …

Language-Driven Interactive Shadow Detection

H Wang, W Wang, H Zhou, H Xu, S Wu… - Proceedings of the 32nd …, 2024 - dl.acm.org
Traditional shadow detectors often identify all shadow regions of static images or video
sequences. This work presents the Referring Video Shadow Detection (RVSD), which is an …

MambaIRv2: Attentive State Space Restoration

H Guo, Y Guo, Y Zha, Y Zhang, W Li, T Dai… - arXiv preprint arXiv …, 2024 - arxiv.org
The Mamba-based image restoration backbones have recently demonstrated significant
potential in balancing global reception and computational efficiency. However, the inherent …

Non-Invasive to Invasive: Enhancing FFA Synthesis from CFP with a Benchmark Dataset and a Novel Network

H Wang, Z Xing, W Wu, Y Yang, Q Tang… - Proceedings of the 1st …, 2024 - dl.acm.org
Fundus imaging is a pivotal tool in ophthalmology, and different imaging modalities are
characterized by their specific advantages. For example, Fundus Fluorescein Angiography …

MambaCSR: Dual-Interleaved Scanning for Compressed Image Super-Resolution With SSMs

Y Ren, X Li, M Guo, B Li, S Zhao, Z Chen - arXiv preprint arXiv:2408.11758, 2024 - arxiv.org
We present MambaCSR, a simple but effective framework based on Mamba for the
challenging compressed image super-resolution (CSR) task. Particularly, the scanning …

DemMamba: Alignment-free Raw Video Demoireing with Frequency-assisted Spatio-Temporal Mamba

S Xu, X Liu, B Song, X Chen, Q Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Moire patterns arise when two similar repetitive patterns interfere, a phenomenon frequently
observed during the capture of images or videos on screens. The color, shape, and location …

RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model

H Chen, W Han, H Zheng, J Shen - arXiv preprint arXiv:2411.11717, 2024 - arxiv.org
Recent advancements in sRGB-to-RAW de-rendering have increasingly emphasized
metadata-driven approaches to reconstruct RAW data from sRGB images, supplemented by …

OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction

G Li, B Chen, C Zhao, L Zhang, J Zhang - arXiv preprint arXiv:2411.15255, 2024 - arxiv.org
Exposure correction is a fundamental problem in computer vision and image processing.
Recently, frequency domain-based methods have achieved impressive improvement, yet …