Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts

26 May 2015

Thomas Brox

Papers citing "Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts"

50 / 62 papers shown

Title
Siamese-DETR for Generic Multi-Object Tracking Qiankun Liu Yichen Li Yuqi Jiang Ying Fu VOT 72 7 0 08 Jan 2025
I Spy With My Little Eye: A Minimum Cost Multicut Investigation of Dataset Frames Katharina Prasse Isaac Bravo Stefanie Walter M. Keuper 79 1 0 02 Dec 2024
Correlation Clustering of Organoid Images Jannik Presberger Rashmiparvathi Keshara David Stein Yung Hae Kim A. Grapin-Botton Bjoern Andres 37 3 0 20 Mar 2024
Box Facets and Cut Facets of Lifted Multicut Polytopes Lucas Fabian Naumann Jannik Irmai Shengxian Zhao Bjoern Andres 26 0 0 26 Feb 2024
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours Maps Jordão Bragantini Merlin Lange Loic A. Royer 3DV 30 12 0 08 Aug 2023
A Graph Multi-separator Problem for Image Segmentation Jannik Irmai Shengxian Zhao Jannik Presberger Bjoern Andres 14 0 0 10 Jul 2023
Correlation Clustering of Bird Sounds David Stein Bjoern Andres 37 1 0 16 Jun 2023
ClusterFuG: Clustering Fully connected Graphs by Multicut Ahmed Abbas Paul Swoboda 33 3 0 28 Jan 2023
Conjugate Product Graphs for Globally Optimal 2D-3D Shape Matching Paul Roetzer Zorah Lähner Florian Bernard 32 8 0 21 Nov 2022
Multiple Object Tracking in Recent Times: A Literature Review Mk Bashar Samia Islam Kashifa Kawaakib Hussain Md. Bakhtiar Hasan A. A. Ashikur Rahman M. H. Kabir VOT 48 23 0 11 Sep 2022
kMaX-DeepLab: k-means Mask Transformer Qihang Yu Huiyu Wang Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 40 18 0 08 Jul 2022
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 34 90 0 17 Jun 2022
Learning to solve Minimum Cost Multicuts efficiently using Edge-Weighted Graph Convolutional Neural Networks Steffen Jung M. Keuper GNN 24 3 0 04 Apr 2022
Amodal Panoptic Segmentation Rohit Mohan Abhinav Valada 42 43 0 23 Feb 2022
A Polyhedral Study of Lifted Multicuts Bjoern Andres Silvia Di Gregorio Jannik Irmai Jan-Hendrik Lange 6 4 0 16 Feb 2022
Structured Prediction Problem Archive Paul Swoboda Bjoern Andres Andrea Hornáková Florian Bernard Jannik Irmai Paul Roetzer Bogdan Savchynskyy David Stein Ahmed Abbas 32 7 0 04 Feb 2022
Optimizing Edge Detection for Image Segmentation with Multicut Penalties Steffen Jung Sebastian Ziegler Amirhossein Kardoost M. Keuper 30 4 0 10 Dec 2021
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking D. M. Nguyen Roberto Henschel Bodo Rosenhahn Daniel Sonntag Paul Swoboda VOT 29 33 0 23 Nov 2021
RAMA: A Rapid Multicut Algorithm on GPU A. Abbas Paul Swoboda 46 9 0 04 Sep 2021
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild Yifu Zhang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng 3DH 26 73 0 05 Aug 2021
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach Ahmed Abbas Paul Swoboda 29 14 0 06 Jun 2021
Uncertainty in Minimum Cost Multicuts for Image and Motion Segmentation Amirhossein Kardoost M. Keuper UQCV 14 3 0 16 May 2021
ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation Siyuan Qiao Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen MDE 21 143 0 09 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 55 527 0 01 Dec 2020
GMOT-40: A Benchmark for Generic Multiple Object Tracking Hexin Bai Wensheng Cheng Peng Chu Juehuan Liu Kai Zhang Haibin Ling VOT 25 42 0 24 Nov 2020
Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation Naiyu Gao Yanhu Shan Xin Zhao Kaiqi Huang 34 19 0 28 Sep 2020
Self-supervised Sparse to Dense Motion Segmentation Amirhossein Kardoost Kalun Ho Peter Ochs M. Keuper VOS 14 4 0 18 Aug 2020
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches Kalun Ho J. Keuper Franz-Josef Pfreundt M. Keuper 21 10 0 06 Jul 2020
Lifted Disjoint Paths with Application in Multiple Object Tracking Andrea Hornáková Roberto Henschel Bodo Rosenhahn Paul Swoboda VOT 26 116 0 25 Jun 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 28 658 0 17 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 29 11 0 15 Mar 2020
Towards Bounding-Box Free Panoptic Segmentation Ujwal D. Bonde P. Alcantarilla Stefan Leutenegger ISeg 29 11 0 18 Feb 2020
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts Kalun Ho J. Keuper M. Keuper VOT 31 10 0 04 Feb 2020
PatchPerPix for Instance Segmentation Peter Hirsch Lisa Mais Dagmar Kainmueller 3DV ISeg 26 30 0 21 Jan 2020
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 605 0 10 Oct 2019
Mining Minimal Map-Segments for Visual Place Classifiers Tanaka Kanji 18 2 0 15 Sep 2019
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid Naiyu Gao Yanhu Shan Yupei Wang Xin Zhao Yinan Yu Ming Yang Kaiqi Huang SSeg ISeg 46 6 0 04 Sep 2019
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging Elke Kirschbaum Alberto Bailoni Fred Hamprecht 24 19 0 21 Aug 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 33 568 0 18 Jul 2019
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 36 12 0 27 Jun 2019
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts Constantin Pape A. Matskevych A. Wolny Julian Hennies Giulia Mizzon Marion Louveaux J. Musser A. Maizel D. Arendt Anna Kreshuk 11 20 0 25 May 2019
SurfaceBrush: From Virtual Reality Drawings to Manifold Surfaces Enrique Rosales Jafet Rodriguez Alla Sheffer 6 27 0 28 Apr 2019
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning Steffen Wolf Alberto Bailoni Constantin Pape Nasim Rahaman Anna Kreshuk Ullrich Kothe Fred Hamprecht 21 8 0 25 Apr 2019
FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking Peng Chu Haibin Ling VOT 37 215 0 10 Apr 2019
Online Multi-Object Tracking with Instance-Aware Tracker and Dynamic Model Refreshment Peng Chu Heng Fan C. C. Tan Haibin Ling VOT 22 111 0 21 Feb 2019
Massively Parallel Benders Decomposition for Correlation Clustering M. Keuper Jovita Lukasik Maneesh Kumar Singh Julian Yarkony 17 2 0 15 Feb 2019
End-to-end Learning for Graph Decomposition Mingli Song Bjoern Andres Michael J. Black Otmar Hilliges Siyu Tang 19 16 0 23 Dec 2018
Multiple People Tracking Using Hierarchical Deep Tracklet Re-identification M. Babaee A. Athar Gerhard Rigoll VOT 33 25 0 09 Nov 2018
Mumford-Shah Mesh Processing using the Ambrosio-Tortorelli Functional Nicolas Bonneel D. Coeurjolly P. Gueth J. Lachaud 172 11 0 15 Jun 2018
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction Jan Funke Fabian Tschopp William Grisaitis Arlo Sheridan Chandan Singh S. Saalfeld Srinivas C. Turaga 3DV 20 27 0 09 Sep 2017