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U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object
  Detection
v1v2v3 (latest)

U2^22-Net: Going Deeper with Nested U-Structure for Salient Object Detection

18 May 2020
Xuebin Qin
Zichen Zhang
Chenyang Huang
Masood Dehghan
Osmar R. Zaiane
Martin Jägersand
ArXiv (abs)PDFHTMLGithub (9119★)

Papers citing "U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object Detection"

50 / 355 papers shown
Title
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote
  extraction of buildings
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings
B. Neupane
Jagannath Aryal
Abbas Rajabifard
SSeg3DPC
156
2
0
16 Mar 2023
Learning Object-Centric Neural Scattering Functions for Free-Viewpoint
  Relighting and Scene Composition
Learning Object-Centric Neural Scattering Functions for Free-Viewpoint Relighting and Scene Composition
Hong-Xing Yu
Michelle Guo
Alireza Fathi
Yen-Yu Chang
E. R. Chan
Ruohan Gao
Thomas Funkhouser
Jiajun Wu
149
21
0
10 Mar 2023
MVImgNet: A Large-scale Dataset of Multi-view Images
MVImgNet: A Large-scale Dataset of Multi-view Images
Xianggang Yu
Mutian Xu
Yidan Zhang
Haolin Liu
Chongjie Ye
...
Zhangyang Xiong
Tianyou Liang
Guanying Chen
Shuguang Cui
Xiaoguang Han
3DV
184
202
0
10 Mar 2023
Few-shots Portrait Generation with Style Enhancement and Identity
  Preservation
Few-shots Portrait Generation with Style Enhancement and Identity Preservation
Runchuan Zhu
Naye Ji
Youbing Zhao
Fan Zhang
97
1
0
01 Mar 2023
Cross-domain Compositing with Pretrained Diffusion Models
Cross-domain Compositing with Pretrained Diffusion Models
Roy Hachnochi
Mingrui Zhao
Nadav Orzech
Rinon Gal
Ali Mahdavi-Amiri
Daniel Cohen-Or
Amit H. Bermano
DiffM
174
19
0
20 Feb 2023
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical
  Awareness for Robust Fovea Localization
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization
Sifan Song
Jinfeng Wang
Zilong Wang
Jionglong Su
Xiucai Ding
K. Dang
MedIm
93
1
0
14 Feb 2023
CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction
CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction
Gang Zhang
Zi-Hua Li
Chufeng Tang
Jianmin Li
Xiaolin Hu
161
24
0
13 Feb 2023
Visual Watermark Removal Based on Deep Learning
Visual Watermark Removal Based on Deep Learning
Rong Wei
73
2
0
07 Feb 2023
TEXTure: Text-Guided Texturing of 3D Shapes
TEXTure: Text-Guided Texturing of 3D Shapes
Elad Richardson
G. Metzer
Yuval Alaluf
Raja Giryes
Daniel Cohen-Or
DiffM
169
308
0
03 Feb 2023
Continuous U-Net: Faster, Greater and Noiseless
Continuous U-Net: Faster, Greater and Noiseless
Chunyang Cheng
Christina Runkel
Lihao Liu
Raymond H. F. Chan
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
SSeg
119
10
0
01 Feb 2023
The Influences of Color and Shape Features in Visual Contrastive
  Learning
The Influences of Color and Shape Features in Visual Contrastive Learning
Xiao-qiong Zhuang
SSL
89
0
0
29 Jan 2023
Local Contrast and Global Contextual Information Make Infrared Small
  Object Salient Again
Local Contrast and Global Contextual Information Make Infrared Small Object Salient Again
Chenyi Wang
Huankun Wang
Peiwen Pan
126
6
0
28 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic
  Perception, Reconstruction and Generation
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation
Tong Wu
Jiarui Zhang
Xiao Fu
Yuxin Wang
Jiawei Ren
...
Lei Yang
Yuan Liu
Chao Qian
Dahua Lin
Ziwei Liu
219
277
0
18 Jan 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on
  Transformer-CNN Fusion
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion
Yuanyuan Wang
Zhaohong Deng
Qiongdan Lou
Shudong Hu
K. Choi
Shitong Wang
ViTMedIm
110
4
0
17 Jan 2023
Rethinking Lightweight Salient Object Detection via Network Depth-Width
  Tradeoff
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff
Jia Li
Shengye Qiao
Zhirui Zhao
Chenxi Xie
Xiaowu Chen
Changqun Xia
97
15
0
17 Jan 2023
Salient Object Detection for Images Taken by People With Vision
  Impairments
Salient Object Detection for Images Taken by People With Vision Impairments
Jarek Reynolds
Chandra Kanth Nagesh
Danna Gurari
138
11
0
12 Jan 2023
Accidental Light Probes
Accidental Light Probes
Hong-Xing Yu
Samir Agarwala
Charles Herrmann
Richard Szeliski
Noah Snavely
Jiajun Wu
Deqing Sun
105
12
0
12 Jan 2023
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video
  Quality Assessment
Saliency-Aware Spatio-Temporal Artifact Detection for Compressed Video Quality Assessment
Liqun Lin
Yang Zheng
Weiling Chen
Chengdong Lan
Tiesong Zhao
136
12
0
03 Jan 2023
Multi-Projection Fusion and Refinement Network for Salient Object
  Detection in 360° Omnidirectional Image
Multi-Projection Fusion and Refinement Network for Salient Object Detection in 360° Omnidirectional Image
Runmin Cong
Ke Huang
Jianjun Lei
Yao-Min Zhao
Qingming Huang
Sam Kwong
93
18
0
23 Dec 2022
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping
Qinghe Wang
Lijie Liu
Miao Hua
Pengfei Zhu
W. Zuo
Qinghua Hu
Huchuan Lu
Bing Cao
DiffM
111
10
0
13 Dec 2022
Seeing a Rose in Five Thousand Ways
Seeing a Rose in Five Thousand Ways
Yunzhi Zhang
Shangzhe Wu
Noah Snavely
Jiajun Wu
135
13
0
09 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using
  CLIP and StableDiffusion
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
Hanqing Zhao
Dianmo Sheng
Jianmin Bao
Dongdong Chen
Dong Chen
...
Ce Liu
Wenbo Zhou
Qi Chu
Weiming Zhang
Neng H. Yu
VLMDiffM
144
48
0
07 Dec 2022
Super-resolution Probabilistic Rain Prediction from Satellite Data Using
  3D U-Nets and EarthFormers
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers
Yang Li
Haiyu Dong
Zuliang Fang
Jonathan A. Weyn
Pete Luferenko
135
6
0
06 Dec 2022
An advanced YOLOv3 method for small object detection
An advanced YOLOv3 method for small object detection
Bao-Yu Liu
Fengjie He
Shiqiang Du
Jiacheng Li
Wenjie Liu
3DPCObjD
143
8
0
06 Dec 2022
FBLNet: FeedBack Loop Network for Driver Attention Prediction
FBLNet: FeedBack Loop Network for Driver Attention Prediction
Yilong Chen
Jingjing Jiang
Tao Xiang
110
13
0
05 Dec 2022
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
UIU-Net: U-Net in U-Net for Infrared Small Object Detection
Xin Wu
Danfeng Hong
Jocelyn Chanussot
ObjD
128
572
0
02 Dec 2022
CLIPascene: Scene Sketching with Different Types and Levels of
  Abstraction
CLIPascene: Scene Sketching with Different Types and Levels of Abstraction
Yael Vinker
Yuval Alaluf
Daniel Cohen-Or
Ariel Shamir
CLIP
160
62
0
30 Nov 2022
A General Unfolding Speech Enhancement Method Motivated by Taylor's
  Theorem
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem
Andong Li
Guochen Yu
C. Zheng
Wenzhe Liu
Xiaodong Li
164
13
0
30 Nov 2022
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with
  Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of
  Medical Images
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
Md. Rayhan Ahmed
Adnan Ferdous Ashrafi
R. Ahmed
Swakkhar Shatabda
A. Muzahidul Islam
Salekul Islam
SSeg
112
23
0
25 Nov 2022
Sketch-Guided Text-to-Image Diffusion Models
Sketch-Guided Text-to-Image Diffusion Models
A. Voynov
Kfir Aberman
Daniel Cohen-Or
DiffM
142
234
0
24 Nov 2022
AICOM-MP: an AI-based Monkeypox Detector for Resource-Constrained
  Environments
AICOM-MP: an AI-based Monkeypox Detector for Resource-Constrained Environments
Tim Tianyi Yang
T. Yang
Andrew Liu
Jie Tang
Na An
Shaoshan Liu
Xue Liu
66
5
0
21 Nov 2022
PAANet:Visual Perception based Four-stage Framework for Salient Object
  Detection using High-order Contrast Operator
PAANet:Visual Perception based Four-stage Framework for Salient Object Detection using High-order Contrast Operator
Yanbo Yuan
Hua Zhong
Haixiong Li
Xiao cheng
Linmei Xia
92
0
0
16 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural
  segmentation of temporal bone CT
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT
X. Hua
Z. Du
Hongjian Yu
Ji-Xian Ma
Fanjun Zheng
Cheng Zhang
Qiao-Ling Lu
H Zhao
MedIm
67
1
0
14 Nov 2022
Interactive Context-Aware Network for RGB-T Salient Object Detection
Interactive Context-Aware Network for RGB-T Salient Object Detection
Yuxuan Wang
Feng Dong
Jinchao Zhu
69
0
0
11 Nov 2022
CarDD: A New Dataset for Vision-based Car Damage Detection
CarDD: A New Dataset for Vision-based Car Damage Detection
Xinkuang Wang
Wenjing Li
Zhongcheng Wu
124
35
0
02 Nov 2022
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin
  Lesion Segmentation
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation
Ehsan Khodapanah Aghdam
Reza Azad
Maral Zarvani
Dorit Merhof
ViTSSegMedIm
105
61
0
30 Oct 2022
Parallel Gated Neural Network With Attention Mechanism For Speech
  Enhancement
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement
Jia Cui
S. Bleeck
70
0
0
26 Oct 2022
SignReLU neural network and its approximation ability
SignReLU neural network and its approximation ability
Jianfei Li
Han Feng
Ding-Xuan Zhou
159
5
0
19 Oct 2022
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds
Youshan Zhang
Jialu Li
VLM
79
19
0
18 Oct 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to
  Parcel Logistics
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics
Alexander Naumann
Felix Hertlein
Benchun Zhou
Laura Dörr
K. Furmans
105
5
0
18 Oct 2022
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to
  Overcome Data Scarcity
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity
Gitaek Kwon
Eunjin Kim
Sunho Kim
S. Bak
Minsung Kim
Jaeyoung Kim
67
6
0
18 Oct 2022
Differentiable Physics Simulation of Dynamics-Augmented Neural Objects
Differentiable Physics Simulation of Dynamics-Augmented Neural Objects
Simon Le Cleac'h
Hong-Xing Yu
Michelle Guo
Taylor A. Howell
Ruohan Gao
Jiajun Wu
Zachary Manchester
Mac Schwager
AI4CE
103
50
0
17 Oct 2022
Differential Evolution based Dual Adversarial Camouflage: Fooling Human
  Eyes and Object Detectors
Differential Evolution based Dual Adversarial Camouflage: Fooling Human Eyes and Object Detectors
Jialiang Sun
Tingsong Jiang
Wen Yao
Donghua Wang
Xiaoqian Chen
AAML
159
23
0
17 Oct 2022
Geometric Representation Learning for Document Image Rectification
Geometric Representation Learning for Document Image Rectification
Hao Feng
Wen-gang Zhou
Jiajun Deng
Yuechen Wang
Houqiang Li
111
31
0
15 Oct 2022
Synthetic-to-real Composite Semantic Segmentation in Additive
  Manufacturing
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing
Aliaksei L. Petsiuk
Harnoor Singh
Himanshu Dadhwal
Joshua M. Pearce
110
6
0
14 Oct 2022
On Background Bias in Deep Metric Learning
On Background Bias in Deep Metric Learning
Konstantin Kobs
Andreas Hotho
83
1
0
04 Oct 2022
Continuous Gaze Tracking With Implicit Saliency-Aware Calibration on
  Mobile Devices
Continuous Gaze Tracking With Implicit Saliency-Aware Calibration on Mobile Devices
Songzhou Yang
Meng Jin
Yuan He
64
9
0
30 Sep 2022
Simultaneous Acquisition of High Quality RGB Image and Polarization
  Information using a Sparse Polarization Sensor
Simultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor
Teppei Kurita
Yuhi Kondo
Legong Sun
Y. Moriuchi
155
15
0
27 Sep 2022
A CT-Based Airway Segmentation Using U$^2$-net Trained by the Dice Loss
  Function
A CT-Based Airway Segmentation Using U2^22-net Trained by the Dice Loss Function
Kunpeng Wang
Yuexi Dong
Yunpu Zeng
Zhichun Ye
Yang Wang
55
0
0
22 Sep 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class
  Features for Medical Image Segmentation
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation
Shiqiang Ma
Xia Li
Jijun Tang
Fei Guo
87
4
0
19 Aug 2022
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