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TOM-Net: Learning Transparent Object Matting from a Single Image
v1v2v3 (latest)

TOM-Net: Learning Transparent Object Matting from a Single Image

13 March 2018
Guanying Chen
Kai Han
Kwan-Yee K. Wong
ArXiv (abs)PDFHTML

Papers citing "TOM-Net: Learning Transparent Object Matting from a Single Image"

43 / 43 papers shown
Deep Learning in Concealed Dense Prediction
Deep Learning in Concealed Dense Prediction
Pancheng Zhao
Deng-Ping Fan
Shupeng Cheng
Salman Khan
Fahad Shahbaz Khan
David Clifton
Peng Xu
Jufeng Yang
VLM
373
4
0
15 Apr 2025
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning
Annalena Blänsdorf
Tristan Wirth
Arne Rak
Thomas Pollabauer
Volker Knauthe
Arjan Kuijper
VLM
292
0
0
19 Mar 2025
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation
Hongyu Wen
Yiming Zuo
Venkat Subramanian
Patrick Chen
Gaowen Liu
3DV
495
2
0
14 Mar 2025
ReFlow6D: Refraction-Guided Transparent Object 6D Pose Estimation via Intermediate Representation Learning
ReFlow6D: Refraction-Guided Transparent Object 6D Pose Estimation via Intermediate Representation LearningIEEE Robotics and Automation Letters (RA-L), 2024
Hrishikesh Gupta
S. Thalhammer
Jean-Baptiste Weibel
Alexander Haberl
Markus Vincze
259
2
0
31 Dec 2024
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer
  Optical Flow
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical FlowEuropean Conference on Computer Vision (ECCV), 2024
Hongyu Wen
Erich Liang
Gaowen Liu
3DPC
226
9
0
09 Sep 2024
Influence of Water Droplet Contamination for Transparency Segmentation
Influence of Water Droplet Contamination for Transparency Segmentation
Volker Knauthe
Paul Weitz
Thomas Pollabauer
Tristan Wirth
Arne Rak
Arjan Kuijper
Dieter W. Fellner
326
1
0
21 May 2024
EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects
  for Robotic Manipulation
EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation
Benjamin Alt
Minh Dang Nguyen
Andreas Hermann
Darko Katic
Rainer Jäkel
Rüdiger Dillmann
Eric Sax
MedIm
209
3
0
21 Dec 2023
RFTrans: Leveraging Refractive Flow of Transparent Objects for Surface
  Normal Estimation and Manipulation
RFTrans: Leveraging Refractive Flow of Transparent Objects for Surface Normal Estimation and ManipulationIEEE Robotics and Automation Letters (RA-L), 2023
Tutian Tang
Jiyu Liu
Jieyi Zhang
Haoyuan Fu
Wenqiang Xu
Cewu Lu
229
9
0
21 Nov 2023
Transparent Object Tracking with Enhanced Fusion Module
Transparent Object Tracking with Enhanced Fusion ModuleIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Kalyan Garigapati
Erik P. Blasch
Jie Wei
Haibin Ling
248
3
0
13 Sep 2023
RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation
RFENet: Towards Reciprocal Feature Evolution for Glass SegmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Keqi Fan
Changan Wang
Yabiao Wang
Chengjie Wang
Ran Yi
Lizhuang Ma
205
20
0
12 Jul 2023
TRansPose: Large-Scale Multispectral Dataset for Transparent Object
TRansPose: Large-Scale Multispectral Dataset for Transparent Object
Jeong-Man Kim
Myung-Hwan Jeon
Sangwoo Jung
Wooseong Yang
Minwoo Jung
Jaeho Shin
Ayoung Kim
ViT
399
12
0
11 Jul 2023
Magenta Green Screen: Spectrally Multiplexed Alpha Matting with Deep
  Colorization
Magenta Green Screen: Spectrally Multiplexed Alpha Matting with Deep ColorizationDigital Production Symposium (DP), 2023
Dmitriy Smirnov
Chloe LeGendre
Xueming Yu
P. Debevec
218
6
0
23 Jun 2023
Deep Image Matting: A Comprehensive Survey
Deep Image Matting: A Comprehensive Survey
Jizhizi Li
Jing Zhang
Dacheng Tao
VLM
255
19
0
10 Apr 2023
Robotic Perception of Transparent Objects: A Review
Robotic Perception of Transparent Objects: A ReviewIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Jiaqi Jiang
G. Cao
Jiankang Deng
Thanh-Toan Do
Shan Luo
293
49
0
31 Mar 2023
NEMTO: Neural Environment Matting for Novel View and Relighting
  Synthesis of Transparent Objects
NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent ObjectsIEEE International Conference on Computer Vision (ICCV), 2023
Dongqing Wang
Tong Zhang
Sabine Süsstrunk
3DV
141
18
0
21 Mar 2023
NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion
  Aware Refraction-Tracing
NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion Aware Refraction-TracingIEEE International Conference on Computer Vision (ICCV), 2023
Zong-Si Li
Xiaoxiao Long
Yusen Wang
Tuo Cao
Wenping Wang
Fei Luo
Chunxia Xiao
179
17
0
20 Mar 2023
Towards Diverse Binary Segmentation via A Simple yet General Gated
  Network
Towards Diverse Binary Segmentation via A Simple yet General Gated NetworkInternational Journal of Computer Vision (IJCV), 2023
Xiaoqi Zhao
Youwei Pang
Lihe Zhang
Huchuan Lu
Lei Zhang
346
23
0
18 Mar 2023
Visual-tactile Fusion for Transparent Object Grasping in Complex
  Backgrounds
Visual-tactile Fusion for Transparent Object Grasping in Complex BackgroundsIEEE Transactions on robotics (TRO), 2022
Shoujie Li
Haixin Yu
Wenbo Ding
Houde Liu
Linqi Ye
Chongkun Xia
Xueqian Wang
Xiao-Ping Zhang
252
48
0
30 Nov 2022
Grasping the Inconspicuous
Grasping the Inconspicuous
Hrishikesh Gupta
S. Thalhammer
M. Leitner
Markus Vincze
241
3
0
15 Nov 2022
Where Shall I Touch? Vision-Guided Tactile Poking for Transparent Object
  Grasping
Where Shall I Touch? Vision-Guided Tactile Poking for Transparent Object GraspingIEEE/ASME transactions on mechatronics (TAM), 2022
Jiaqi Jiang
G. Cao
Aaron Butterworth
Thanh-Toan Do
Shan Luo
199
34
0
20 Aug 2022
Exploring the Interactive Guidance for Unified and Effective Image
  Matting
Exploring the Interactive Guidance for Unified and Effective Image Matting
Dinghao Yang
Sijin Yu
Weijia Li
Yi Lin
Conghui He
VOS
211
4
0
17 May 2022
Situational Perception Guided Image Matting
Situational Perception Guided Image MattingACM Multimedia (ACM MM), 2022
Bo Xu
Jiake Xie
Han Huang
Zi-Jun Li
Cheng Lu
Yong Tang
Yandong Guo
269
4
0
20 Apr 2022
Glass Segmentation with RGB-Thermal Image Pairs
Glass Segmentation with RGB-Thermal Image PairsIEEE Transactions on Image Processing (IEEE TIP), 2022
Dong Huo
Jian Wang
Yiming Qian
Yee-Hong Yang
ISeg
374
56
0
12 Apr 2022
Hybrid Mesh-neural Representation for 3D Transparent Object
  Reconstruction
Hybrid Mesh-neural Representation for 3D Transparent Object ReconstructionComputational Visual Media (CVM), 2022
Jiamin Xu
Zihan Zhu
Hujun Bao
Wewei Xu
3DH3DV
176
21
0
23 Mar 2022
ClearPose: Large-scale Transparent Object Dataset and Benchmark
ClearPose: Large-scale Transparent Object Dataset and BenchmarkEuropean Conference on Computer Vision (ECCV), 2022
Xiaotong Chen
Huijie Zhang
Zeren Yu
Anthony Opipari
Odest Chadwicke Jenkins
3DV
194
57
0
08 Mar 2022
Self-supervised Transparent Liquid Segmentation for Robotic Pouring
Self-supervised Transparent Liquid Segmentation for Robotic PouringIEEE International Conference on Robotics and Automation (ICRA), 2022
G. Narasimhan
Kai Zhang
Ben Eisner
Xingyu Lin
David Held
182
21
0
03 Mar 2022
Virtual Multi-Modality Self-Supervised Foreground Matting for
  Human-Object Interaction
Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction
Bo Xu
Han Huang
Cheng Lu
Zi-Jun Li
Yandong Guo
3DH
135
7
0
07 Oct 2021
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent
  Objects
Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects
Haoping Xu
Yi Ru Wang
S. Eppel
Alán Aspuru-Guzik
Florian Shkurti
Animesh Garg
256
69
0
30 Sep 2021
Predicting 3D shapes, masks, and properties of materials, liquids, and
  objects inside transparent containers, using the TransProteus CGI dataset
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI dataset
S. Eppel
Haoping Xu
Yi Ru Wang
Alán Aspuru-Guzik
3DVDiffM
192
3
0
15 Sep 2021
A Generative Adversarial Framework for Optimizing Image Matting and
  Harmonization Simultaneously
A Generative Adversarial Framework for Optimizing Image Matting and Harmonization SimultaneouslyInternational Conference on Information Photonics (ICIP), 2021
Xuqian Ren
Yifan Liu
Chunlei Song
118
6
0
13 Aug 2021
Attention-guided Temporally Coherent Video Object Matting
Attention-guided Temporally Coherent Video Object MattingACM Multimedia (ACM MM), 2021
Yunke Zhang
Chi-Yin Wang
Miaomiao Cui
Peiran Ren
Xuansong Xie
Xiansheng Hua
Hujun Bao
Qi-Xing Huang
Weiwei Xu
VOS
270
40
0
24 May 2021
Semantic Image Matting
Semantic Image MattingComputer Vision and Pattern Recognition (CVPR), 2021
Yanan Sun
Chi-Keung Tang
Yu-Wing Tai
166
104
0
16 Apr 2021
FakeMix Augmentation Improves Transparent Object Detection
FakeMix Augmentation Improves Transparent Object Detection
Yang Cao
Zhengqiang Zhang
Enze Xie
Qibin Hou
Kai Zhao
Xiangui Luo
Jian Tuo
AAML
214
12
0
24 Mar 2021
Segmenting Transparent Object in the Wild with Transformer
Segmenting Transparent Object in the Wild with Transformer
Enze Xie
Wenjia Wang
Wenhai Wang
Pei Sun
Hang Xu
Ding Liang
Ping Luo
ViT
490
29
0
21 Jan 2021
Improved Image Matting via Real-time User Clicks and Uncertainty
  Estimation
Improved Image Matting via Real-time User Clicks and Uncertainty EstimationComputer Vision and Pattern Recognition (CVPR), 2020
Tianyi Wei
Dongdong Chen
Wenbo Zhou
Jing Liao
Hanqing Zhao
Weiming Zhang
Nenghai Yu
251
37
0
15 Dec 2020
Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos
Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos
Zhengxia Zou
VGen
114
22
0
22 Oct 2020
Form2Fit: Learning Shape Priors for Generalizable Assembly from
  Disassembly
Form2Fit: Learning Shape Priors for Generalizable Assembly from DisassemblyIEEE International Conference on Robotics and Automation (ICRA), 2019
Kevin Zakka
Andy Zeng
Johnny Lee
Shuran Song
3DPC
260
117
0
30 Oct 2019
ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation
ClearGrasp: 3D Shape Estimation of Transparent Objects for ManipulationIEEE International Conference on Robotics and Automation (ICRA), 2019
Shreeyak S. Sajjan
M. Moore
Mike Pan
Ganesh Nagaraja
Johnny Lee
Andy Zeng
Shuran Song
3DPC
296
268
0
06 Oct 2019
Colored Transparent Object Matting from a Single Image Using Deep
  Learning
Colored Transparent Object Matting from a Single Image Using Deep Learning
Jamal Ahmed Rahim
Kwan-Yee K. Wong
75
0
0
05 Oct 2019
Context-Aware Image Matting for Simultaneous Foreground and Alpha
  Estimation
Context-Aware Image Matting for Simultaneous Foreground and Alpha EstimationIEEE International Conference on Computer Vision (ICCV), 2019
Qiqi Hou
Feng Liu
143
168
0
20 Sep 2019
Indices Matter: Learning to Index for Deep Image Matting
Indices Matter: Learning to Index for Deep Image MattingIEEE International Conference on Computer Vision (ICCV), 2019
Hao Lu
Yutong Dai
Chunhua Shen
Songcen Xu
SSL
184
202
0
02 Aug 2019
Learning Transparent Object Matting
Learning Transparent Object MattingInternational Journal of Computer Vision (IJCV), 2019
Guanying Chen
Kai Han
Kwan-Yee K. Wong
146
7
0
25 Jul 2019
Automatically Extract the Semi-transparent Motion-blurred Hand from a
  Single Image
Automatically Extract the Semi-transparent Motion-blurred Hand from a Single ImageIEEE Signal Processing Letters (SPL), 2019
Xiaomei Zhao
Yihong Wu
79
2
0
27 Jun 2019
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