Web28 Jun 2024 · In this paper, we propose a novel uncertainty-driven dehazing network (UDN) that improves the dehazing results by exploiting the relationship between the uncertain … Webdensely dehazing network is proposed for single image hazeremoval in this paper. Because of complex monitoring scenes and railway visual data’s features, the paper makes the followingcontributions: First, a novel end-to-end densely dehazing network is proposed. Enhanced dense blocks (EDBs) have taken in DenseNet (Huang et al.,2024) structure.
[1803.08396] Densely Connected Pyramid Dehazing Network
Web28 Jun 2024 · In this paper, we propose a novel uncertainty-driven dehazing network (UDN) that improves the dehazing results by exploiting the relationship between the uncertain and confident representations. We first introduce an Uncertainty Estimation Block (UEB) to … Web11 Jan 2024 · Single image dehazing is a challenging ill-posed problem which estimates latent haze-free images from observed hazy images. Some existing deep learning based … naturehike backpack tent
(PDF) Deep Residual Haze Network for Image Dehazing and Deraining - …
WebUDN consists of M Uncertainty Driven Modules (UDMs), in which UEBm is used to estimate the uncertainty map Um together with an intermediate dehazing result Ĵm. FEB is used to … WebMing Hong, Jianzhuang Liu, Cui-hua Li, Yanyun Qu: Uncertainty-driven Dehazing Network. AAAI, 2024. Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian: SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers. AAAI, 2024. WebIn this paper, we propose a novel uncertainty-driven dehazing network (UDN) that improves the dehazing more »... s by exploiting the relationship between the uncertain and confident representations. We first introduce an Uncertainty Estimation Block (UEB) to predict the aleatoric and epistemic uncertainty together. marineland 10 gallon led hood