Search Results - "Deng, Fan"

Salient Object Detection via Integrity Learning by Zhuge, Mingchen, Fan, Deng-Ping, Liu, Nian, Zhang, Dingwen, Xu, Dong, Shao, Ling

“…Although current salient object detection (SOD) works have achieved significant progress, they are limited when it comes to the integrity of the predicted…”
Get full text

Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks by Fan, Deng-Ping, Lin, Zheng, Zhang, Zhao, Zhu, Menglong, Cheng, Ming-Ming

“…The use of RGB-D information for salient object detection (SOD) has been extensively explored in recent years. However, relatively few efforts have been put…”
Get full text

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images by Fan, Deng-Ping, Zhou, Tao, Ji, Ge-Peng, Zhou, Yi, Chen, Geng, Fu, Huazhu, Shen, Jianbing, Shao, Ling

“…Coronavirus Disease 2019 (COVID-19) spread globally in early 2020, causing the world to face an existential health crisis. Automated detection of lung…”
Get full text

Siamese Network for RGB-D Salient Object Detection and Beyond by Fu, Keren, Fan, Deng-Ping, Ji, Ge-Peng, Zhao, Qijun, Shen, Jianbing, Zhu, Ce

“…Existing RGB-D salient object detection (SOD) models usually treat RGB and depth as independent information and design separate networks for feature extraction…”
Get full text

Structure-Measure: A New Way to Evaluate Foreground Maps by Cheng, Ming-Ming, Fan, Deng-Ping

“…Foreground map evaluation is crucial for gauging the progress of object segmentation algorithms, in particular in the field of salient object detection where…”
Get full text

Concealed Object Detection by Fan, Deng-Ping, Ji, Ge-Peng, Cheng, Ming-Ming, Shao, Ling

“…We present the first systematic study on concealed object detection (COD), which aims to identify objects that are visually embedded in their background. The…”
Get full text

PVT v2: Improved baselines with Pyramid Vision Transformer by Wang, Wenhai, Xie, Enze, Li, Xiang, Fan, Deng-Ping, Song, Kaitao, Liang, Ding, Lu, Tong, Luo, Ping, Shao, Ling

“…Transformers have recently lead to encouraging progress in computer vision. In this work, we present new baselines by improving the original Pyramid Vision…”
Get full text

Uncertainty Inspired RGB-D Saliency Detection by Zhang, Jing, Fan, Deng-Ping, Dai, Yuchao, Anwar, Saeed, Saleh, Fatemeh, Aliakbarian, Sadegh, Barnes, Nick

“…We propose the first stochastic framework to employ uncertainty for RGB-D saliency detection by learning from the data labeling process. Existing RGB-D…”
Get full text

Structure-Measure: A New Way to Evaluate Foreground Maps by Deng-Ping Fan, Ming-Ming Cheng, Yun Liu, Tao Li, Borji, Ali

“…Foreground map evaluation is crucial for gauging the progress of object segmentation algorithms, in particular in the field of salient object detection where…”
Get full text

Shifting More Attention to Video Salient Object Detection by Fan, Deng-Ping, Wang, Wenguan, Cheng, Ming-Ming, Shen, Jianbing

“…The last decade has witnessed a growing interest in video salient object detection (VSOD). However, the research community long-term lacked a well-established…”
Get full text

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions by Wang, Wenhai, Xie, Enze, Li, Xiang, Fan, Deng-Ping, Song, Kaitao, Liang, Ding, Lu, Tong, Luo, Ping, Shao, Ling

“…Although convolutional neural networks (CNNs) have achieved great success in computer vision, this work investigates a simpler, convolution-free backbone…”
Get full text

Bilateral Attention Network for RGB-D Salient Object Detection by Zhang, Zhao, Lin, Zheng, Xu, Jun, Jin, Wen-Da, Lu, Shao-Ping, Fan, Deng-Ping

“…RGB-D salient object detection (SOD) aims to segment the most attractive objects in a pair of cross-modal RGB and depth images. Currently, most existing RGB-D…”
Get full text

JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation by Wu, Yu-Huan, Gao, Shang-Hua, Mei, Jie, Xu, Jun, Fan, Deng-Ping, Zhang, Rong-Guo, Cheng, Ming-Ming

“…Recently, the coronavirus disease 2019 (COVID-19) has caused a pandemic disease in over 200 countries, influencing billions of humans. To control the…”
Get full text

Bifurcated Backbone Strategy for RGB-D Salient Object Detection by Zhai, Yingjie, Fan, Deng-Ping, Yang, Jufeng, Borji, Ali, Shao, Ling, Han, Junwei, Wang, Liang

“…Multi-level feature fusion is a fundamental topic in computer vision. It has been exploited to detect, segment and classify objects at various scales. When…”
Get full text

JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection by Fu, Keren, Fan, Deng-Ping, Ji, Ge-Peng, Zhao, Qijun

“…This paper proposes a novel joint learning and densely-cooperative fusion (JL-DCF) architecture for RGB-D salient object detection. Existing models usually…”
Get full text

Re-Thinking Co-Salient Object Detection by Fan, Deng-Ping, Li, Tengpeng, Lin, Zheng, Ji, Ge-Peng, Zhang, Dingwen, Cheng, Ming-Ming, Fu, Huazhu, Shen, Jianbing

“…In this article, we conduct a comprehensive study on the co-salient object detection (CoSOD) problem for images. CoSOD is an emerging and rapidly growing…”
Get full text

RGB-D salient object detection: A survey by Zhou, Tao, Fan, Deng-Ping, Cheng, Ming-Ming, Shen, Jianbing, Shao, Ling

“…Salient object detection, which simulates human visual perception in locating the most significant object(s) in a scene, has been widely applied to various…”
Get full text

Toward Deeper Understanding of Camouflaged Object Detection by Lv, Yunqiu, Zhang, Jing, Dai, Yuchao, Li, Aixuan, Barnes, Nick, Fan, Deng-Ping

“…Preys in the wild evolve to be camouflaged to avoid being recognized by predators. In this way, camouflage acts as a key defence mechanism across species that…”
Get full text

UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders by Zhang, Jing, Fan, Deng-Ping, Dai, Yuchao, Anwar, Saeed, Saleh, Fatemeh Sadat, Zhang, Tong, Barnes, Nick

“…In this paper, we propose the first framework (UCNet) to employ uncertainty for RGB-D saliency detection by learning from the data labeling process. Existing…”
Get full text

Uncertainty-Guided Transformer Reasoning for Camouflaged Object Detection by Yang, Fan, Zhai, Qiang, Li, Xin, Huang, Rui, Luo, Ao, Cheng, Hong, Fan, Deng-Ping

“…Spotting objects that are visually adapted to their surroundings is challenging for both humans and AI. Conventional generic / salient object detection…”
Get full text