Search Results - "Li, Lerenhan"

Domain Adaptation for Image Dehazing by Shao, Yuanjie, Li, Lerenhan, Ren, Wenqi, Gao, Changxin, Sang, Nong

“…Image dehazing using learning-based methods has achieved state-of-the-art performance in recent years. However, most existing methods train a dehazing model on…”
Get full text

Semi-Supervised Image Dehazing by Li, Lerenhan, Dong, Yunlong, Ren, Wenqi, Pan, Jinshan, Gao, Changxin, Sang, Nong, Yang, Ming-Hsuan

“…We present an effective semi-supervised learning algorithm for single image dehazing. The proposed algorithm applies a deep Convolutional Neural Network (CNN)…”
Get full text

Blind Image Deblurring via Deep Discriminative Priors by Li, Lerenhan, Pan, Jinshan, Lai, Wei-Sheng, Gao, Changxin, Sang, Nong, Yang, Ming-Hsuan

“…We present an effective blind image deblurring method based on a data-driven discriminative prior. Our work is motivated by the fact that a good image prior…”
Get full text

Learning a Discriminative Prior for Blind Image Deblurring by Li, Lerenhan, Pan, Jinshan, Lai, Wei-Sheng, Gao, Changxin, Sang, Nong, Yang, Ming-Hsuan

“…We present an effective blind image deblurring method based on a data-driven discriminative prior. Our work is motivated by the fact that a good image prior…”
Get full text

Dynamic Scene Deblurring by Depth Guided Model by Li, Lerenhan, Pan, Jinshan, Lai, Wei-Sheng, Gao, Changxin, Sang, Nong, Yang, Ming-Hsuan

“…Dynamic scene blur is usually caused by object motion, depth variation as well as camera shake. Most existing methods usually solve this problem using image…”
Get full text

Motion-blur kernel size estimation via learning a convolutional neural network by Li, Lerenhan, Sang, Nong, Yan, Luxin, Gao, Changxin

“…•Motion blur kernel size is a significant input parameter of deblurring algorithms.•A regression CNN is proposed to estimate the kernel size of a blurry…”
Get full text

Aero-thermal radiation correction via multi-scale bias field estimation by Lerenhan Li, Luxin Yan, Nong Sang, Changxin Gao, Jing Hu

“…In this paper, a multi-scale bias field estimation is proposed to carry out the aero-thermal radiation correction. The bias field is estimated at scales from…”
Get full text

Domain Adaptation for Image Dehazing by Shao, Yuanjie, Li, Lerenhan, Ren, Wenqi, Gao, Changxin, Sang, Nong

“…Image dehazing using learning-based methods has achieved state-of-the-art performance in recent years. However, most existing methods train a dehazing model on…”
Get full text

GTNet: Generative Transfer Network for Zero-Shot Object Detection by Zhao, Shizhen, Gao, Changxin, Shao, Yuanjie, Li, Lerenhan, Yu, Changqian, Ji, Zhong, Sang, Nong

“…We propose a Generative Transfer Network (GTNet) for zero shot object detection (ZSD). GTNet consists of an Object Detection Module and a Knowledge Transfer…”
Get full text

Learning a Discriminative Prior for Blind Image Deblurring by Li, Lerenhan, Pan, Jinshan, Lai, Wei-Sheng, Gao, Changxin, Sang, Nong, Yang, Ming-Hsuan

“…We present an effective blind image deblurring method based on a data-driven discriminative prior.Our work is motivated by the fact that a good image prior…”
Get full text