Superpixels: An Evaluation of the State-of-the-Art

6 December 2016

Papers citing "Superpixels: An Evaluation of the State-of-the-Art"

50 / 81 papers shown

Title
Superpixel Segmentation: A Long-Lasting Ill-Posed Problem Rémi Giraud Michael Clement 28 0 0 10 Nov 2024
A comprehensive review and new taxonomy on superpixel segmentation I. B. Barcelos F. de C. Belém L. de M. João Z. K. G. do Patrocínio Jr. A. X. Falcão S. J. F. Guimarães 58 11 0 27 Sep 2024
Few-Shot Medical Image Segmentation with Large Kernel Attention Sissi Xiaoxiao Wu Xiaowei Chen Zhenguo Gao Shulei Qu Yuanyuan Qiu 41 0 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 28 0 0 22 Jul 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 34 14 0 08 May 2024
Learning Invariant Inter-pixel Correlations for Superpixel Generation Sen Xu Shikui Wei Tao Ruan Lixin Liao SupR 35 3 0 28 Feb 2024
Subobject-level Image Tokenization Delong Chen Samuel Cahyawijaya Jianfeng Liu Baoyuan Wang Pascale Fung VLM OCL 51 7 0 22 Feb 2024
Rethinking Superpixel Segmentation from Biologically Inspired Mechanisms Ting Zhao Bo Peng Yuan Sun Daipeng Yang ZhenGuang Zhange Xi Wu 20 3 0 23 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 38 7 0 17 Sep 2023
Superpixels algorithms through network community detection Anthony Perez 21 0 0 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 25 2 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 VLM 21 5 0 09 Jul 2023
CLUSTSEG: Clustering for Universal Segmentation James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 69 48 0 03 May 2023
SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks Haojia Yu Han Hu Bo Xu Qisen Shang Zhendong Wang Qing Zhu 28 5 0 12 Apr 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 18 3 0 25 Mar 2023
Connectivity-constrained Interactive Panoptic Segmentation Ruobing Shen Bo Tang Andrea Lodi Ismail Ben Ayed T. Guthier 27 1 0 13 Dec 2022
Few-shot Medical Image Segmentation with Cycle-resemblance Attention Hao Ding Changchang Sun Hao Tang Dawen Cai Yan Yan 36 45 0 07 Dec 2022
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks Wentai Zhang Joe Joseph Yueyan Yin Liuyue Xie T. Furuhata Soji Yamakawa Kenji Shimada L. Kara 32 12 0 01 Dec 2022
Towards Formal XAI: Formally Approximate Minimal Explanations of Neural Networks Shahaf Bassan Guy Katz FAtt AAML 29 23 0 25 Oct 2022
BoxShrink: From Bounding Boxes to Segmentation Masks M. Gröger V. Borisov Gjergji Kasneci OOD 21 8 0 05 Aug 2022
GraphVid: It Only Takes a Few Nodes to Understand a Video Eitan Kosman Dotan Di Castro GNN 38 5 0 04 Jul 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 24 0 0 20 May 2022
Efficient Multiscale Object-based Superpixel Framework Felipe Belém B. Perret J. Cousty S. Guimarães A. X. Falcão 19 8 0 07 Apr 2022
Multi-Scale Representation Learning on Proteins Vignesh Ram Somnath Charlotte Bunne Andreas Krause 32 91 0 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 18 84 0 03 Mar 2022
Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels V. Vasudevan M. Bassenne Md Tauhidul Islam Lei Xing 40 30 0 29 Jan 2022
Improving Robustness with Image Filtering M. Terzi Mattia Carletti Gian Antonio Susto AAML 29 0 0 21 Dec 2021
MSP : Refine Boundary Segmentation via Multiscale Superpixel Jie Zhu Huabin Huang Banghuai Li Yong Liu Leye Wang 30 1 0 03 Dec 2021
SIN:Superpixel Interpolation Network Qing Yuan Songfeng Lu Yan Huang Wuxin Sha SupR 44 4 0 17 Oct 2021
Generating Superpixels for High-resolution Images with Decoupled Patch Calibration Yaxiong Wang Yuchao Wei Xueming Qian Li Zhu Yi Yang SupR 27 0 0 19 Aug 2021
DeepFH Segmentations for Superpixel-based Object Proposal Refinement Christian Wilms Simone Frintrop SSeg 19 4 0 07 Aug 2021
Superevents: Towards Native Semantic Segmentation for Event-based Cameras Weng Fei Low A. Sonthalia Zhi Gao André van Schaik Bharath Ramesh 21 9 0 13 May 2021
A survey of image labelling for computer vision applications Christoph Sager Christian Janiesch Patrick Zschech VLM 31 66 0 18 Apr 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 26 353 0 05 Apr 2021
The Weakly-Labeled Rand Index Dylan Stewart Anna Hampton A. Zare Jeff Dale James M. Keller 29 3 0 08 Mar 2021
Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks Teppei Suzuki SupR SSeg 24 2 0 05 Mar 2021
Unsupervised semantic discovery through visual patterns detection Francesco Pelosin A. Gasparetto A. Albarelli A. Torsello 21 0 0 24 Feb 2021
Superpixel-based Refinement for Object Proposal Generation Christian Wilms Simone Frintrop SSeg SupR 42 5 0 12 Jan 2021
Power-SLIC: Fast Superpixel Segmentations by Diagrams Max Fiedler A. Alpers 27 3 0 22 Dec 2020
Refining Semantic Segmentation with Superpixel by Transparent Initialization and Sparse Encoder Zhiwei Xu Thalaiyasingam Ajanthan Richard I. Hartley 33 1 0 09 Oct 2020
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Cheng Ouyang C. Biffi C. L. P. Chen Turkay Kart Huaqi Qiu Daniel Rueckert 22 205 0 20 Jul 2020
Superpixel Segmentation using Dynamic and Iterative Spanning Forest F. Belém S. Guimarães A. X. Falcão 21 24 0 08 Jul 2020
Guided interactive image segmentation using machine learning and color based data set clustering A. Friebel T. Johann D. Drasdo S. Hoehme 29 2 0 15 May 2020
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing P. Dias Henry Medeiros UQCV 21 3 0 12 May 2020
Superpixel Segmentation with Fully Convolutional Networks Fengting Yang Qian Sun Hailin Jin Zihan Zhou SSeg 19 184 0 29 Mar 2020
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors Rémi Giraud Merlin Boyer Michael Clement SupR 24 2 0 09 Mar 2020
Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching Rémi Giraud Y. Berthoumieu SupR 45 6 0 09 Mar 2020
Superpixel Image Classification with Graph Attention Networks Pedro H. C. Avelar Anderson R. Tavares T. L. T. D. Silveira C. R. Jung Luís C. Lamb GNN 21 50 0 13 Feb 2020
Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology Brendon Lutnick Wen Dong Z. Nussinov P. Sarder 36 0 0 05 Feb 2020
Superpixel-Based Background Recovery from Multiple Images Lei Gao Yixing Huang Andreas Maier SupR 23 0 0 04 Nov 2019