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1612.01601
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Superpixels: An Evaluation of the State-of-the-Art
6 December 2016
David Stutz
Alexander Hermans
Bastian Leibe
SupR
Re-assign community
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Papers citing
"Superpixels: An Evaluation of the State-of-the-Art"
50 / 85 papers shown
Semantic segmentation with coarse annotations
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Generalized Shortest Path-based Superpixels for 3D Spherical Image Segmentation
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Rodrigo Borba Pinheiro
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Superpixel Anything: A general object-based framework for accurate yet regular superpixel segmentation
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144
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16 Sep 2025
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
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Ali Garjani
Roman Bachmann
Andrei Atanov
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MLLM
VLM
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217
11
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02 Jul 2025
Superpixel Segmentation: A Long-Lasting Ill-Posed Problem
Rémi Giraud
Michael Clement
223
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10 Nov 2024
A comprehensive review and new taxonomy on superpixel segmentation
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I. B. Barcelos
F. de C. Belém
L. de M. João
Z. K. G. do Patrocínio Jr.
A. X. Falcão
S. J. F. Guimarães
273
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27 Sep 2024
Few-Shot Medical Image Segmentation with Large Kernel Attention
Sissi Xiaoxiao Wu
Xiaowei Chen
Zhenguo Gao
Shulei Qu
Yuanyuan Qiu
200
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0
27 Jul 2024
Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis
Luciano C. Ayres
Sérgio J. M. de Almeida
José C. M. Bermudez
R. Borsoi
150
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22 Jul 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies
Computer Vision and Pattern Recognition (CVPR), 2024
Lingdong Kong
You-Chen Liu
Lai Xing Ng
Benoit R. Cottereau
Wei Tsang Ooi
VLM
243
33
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08 May 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation
Sen Xu
Shikui Wei
Tao Ruan
Lixin Liao
SupR
208
10
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28 Feb 2024
Subobject-level Image Tokenization
Delong Chen
Samuel Cahyawijaya
Jianfeng Liu
Baoyuan Wang
Pascale Fung
VLM
OCL
638
19
0
22 Feb 2024
Rethinking Superpixel Segmentation from Biologically Inspired Mechanisms
Applied Soft Computing (Appl. Soft Comput.), 2023
Ting Zhao
Bo Peng
Yuan Sun
Daipeng Yang
ZhenGuang Zhange
Xi Wu
298
9
0
23 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query
Neural Information Processing Systems (NeurIPS), 2023
S. Hwang
Sohyun Lee
Hoyoung Kim
Minhyeon Oh
Jungseul Ok
Suha Kwak
VLM
282
13
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17 Sep 2023
Superpixels algorithms through network community detection
Anthony Perez
120
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27 Aug 2023
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network
Junzhou Chen
Qian Huang
Yuling Chen
Linyi Qian
Che-Sheng Yu
190
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0
07 Aug 2023
A Novel Explainable Artificial Intelligence Model in Image Classification problem
Quoc Hung Cao
Hung Truong Thanh Nguyen
V. Nguyen
Xuan Phong Nguyen
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172
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09 Jul 2023
CLUSTSEG: Clustering for Universal Segmentation
International Conference on Machine Learning (ICML), 2023
James Liang
Tianfei Zhou
Dongfang Liu
Wenguan Wang
VLM
327
76
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03 May 2023
SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks
International Journal of Applied Earth Observation and Geoinformation (JAEOG), 2023
Haojia Yu
Han Hu
Bo Xu
Qisen Shang
Zhendong Wang
Qing Zhu
210
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0
12 Apr 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)
U. Nazir
W. Islam
M. Taj
248
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25 Mar 2023
Connectivity-constrained Interactive Panoptic Segmentation
Ruobing Shen
Bo Tang
Andrea Lodi
Ismail Ben Ayed
T. Guthier
139
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13 Dec 2022
Few-shot Medical Image Segmentation with Cycle-resemblance Attention
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Hao Ding
Changchang Sun
Hao Tang
Dawen Cai
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07 Dec 2022
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks
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Joe Joseph
Yueyan Yin
Liuyue Xie
T. Furuhata
Soji Yamakawa
Kenji Shimada
Levent Burak Kara
190
20
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01 Dec 2022
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks
International Conference on Tools and Algorithms for Construction and Analysis of Systems (TACAS), 2022
Shahaf Bassan
Guy Katz
FAtt
AAML
284
44
0
25 Oct 2022
BoxShrink: From Bounding Boxes to Segmentation Masks
M. Gröger
V. Borisov
Gjergji Kasneci
OOD
125
9
0
05 Aug 2022
GraphVid: It Only Takes a Few Nodes to Understand a Video
European Conference on Computer Vision (ECCV), 2022
Eitan Kosman
Dotan Di Castro
GNN
243
5
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04 Jul 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering
Teppei Suzuki
338
1
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20 May 2022
Efficient Multiscale Object-based Superpixel Framework
Journal of the Brazilian Computer Society (JBCS), 2022
Felipe Belém
B. Perret
J. Cousty
S. Guimarães
A. X. Falcão
148
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0
07 Apr 2022
Multi-Scale Representation Learning on Proteins
Neural Information Processing Systems (NeurIPS), 2022
Vignesh Ram Somnath
Charlotte Bunne
Andreas Krause
187
110
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04 Apr 2022
Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels
Stine Hansen
Srishti Gautam
Robert Jenssen
Michael C. Kampffmeyer
319
122
0
03 Mar 2022
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels
Pattern Recognition Letters (PR), 2022
V. Vasudevan
M. Bassenne
Md Tauhidul Islam
Lei Xing
143
42
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29 Jan 2022
Improving Robustness with Image Filtering
M. Terzi
Mattia Carletti
Gian Antonio Susto
AAML
125
1
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21 Dec 2021
MSP : Refine Boundary Segmentation via Multiscale Superpixel
Jie Zhu
Huabin Huang
Banghuai Li
Yong Liu
Leye Wang
158
1
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03 Dec 2021
SIN:Superpixel Interpolation Network
Qing Yuan
Songfeng Lu
Yan Huang
Wuxin Sha
SupR
139
8
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Generating Superpixels for High-resolution Images with Decoupled Patch Calibration
Yaxiong Wang
Yuchao Wei
Xueming Qian
Li Zhu
Yi Yang
SupR
139
0
0
19 Aug 2021
DeepFH Segmentations for Superpixel-based Object Proposal Refinement
Image and Vision Computing (IVC), 2021
Christian Wilms
Simone Frintrop
SSeg
173
6
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07 Aug 2021
Superevents: Towards Native Semantic Segmentation for Event-based Cameras
International Conference on Systems (ICONS), 2021
Weng Fei Low
A. Sonthalia
Zhi Gao
André van Schaik
Bharath Ramesh
181
11
0
13 May 2021
A survey of image labelling for computer vision applications
The Journal of Business Analysis (JBA), 2021
Christoph Sager
Christian Janiesch
Patrick Zschech
VLM
310
84
0
18 Apr 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Gen Li
Varun Jampani
Laura Sevilla-Lara
Deqing Sun
Jonghyun Kim
Joongkyu Kim
315
455
0
05 Apr 2021
The Weakly-Labeled Rand Index
Dylan Stewart
Anna Hampton
A. Zare
Jeff Dale
James M. Keller
142
4
0
08 Mar 2021
Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks
Teppei Suzuki
SupR
SSeg
150
3
0
05 Mar 2021
Unsupervised semantic discovery through visual patterns detection
International Workshop on Structural and Syntactic Pattern Recognition (SSPR), 2021
Francesco Pelosin
A. Gasparetto
A. Albarelli
A. Torsello
127
1
0
24 Feb 2021
Superpixel-based Refinement for Object Proposal Generation
International Conference on Pattern Recognition (ICPR), 2021
Christian Wilms
Simone Frintrop
SSeg
SupR
226
6
0
12 Jan 2021
Power-SLIC: Fast Superpixel Segmentations by Diagrams
Max Fiedler
A. Alpers
167
5
0
22 Dec 2020
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse Encoder
Zhiwei Xu
Thalaiyasingam Ajanthan
Leonid Sigal
211
1
0
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Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
European Conference on Computer Vision (ECCV), 2020
Cheng Ouyang
C. Biffi
Chen Chen
Turkay Kart
Huaqi Qiu
Daniel Rueckert
241
249
0
20 Jul 2020
Superpixel Segmentation using Dynamic and Iterative Spanning Forest
IEEE Signal Processing Letters (IEEE SPL), 2020
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S. Guimarães
A. X. Falcão
128
32
0
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Guided interactive image segmentation using machine learning and color based data set clustering
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T. Johann
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138
2
0
15 May 2020
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing
P. Dias
Henry Medeiros
UQCV
150
3
0
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Superpixel Segmentation with Fully Convolutional Networks
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Fengting Yang
Qian Sun
Hailin Jin
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SSeg
168
228
0
29 Mar 2020
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors
Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
Rémi Giraud
Merlin Boyer
Michael Clement
SupR
171
2
0
09 Mar 2020
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