Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

26 June 2019

Bert De Brabandere

Luc Van Gool

Papers citing "Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth"

50 / 52 papers shown

Title
Structured Prediction with Abstention via the Lovász Hinge Jessie Finocchiaro Rafael M. Frongillo Enrique Nueve 29 0 0 09 May 2025
BiTrack: Bidirectional Offline 3D Multi-Object Tracking Using Camera-LiDAR Data Kemiao Huang Meiying Zhang Meiying Zhang Qi Hao 31 2 0 26 Jun 2024
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving Ganesh Sistu S. Yogamani 39 0 0 20 Apr 2024
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 22 7 0 27 Apr 2023
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
Recurrent Generic Contour-based Instance Segmentation with Progressive Learning Hao Feng Keyi Zhou Wen-gang Zhou Yufei Yin Jiajun Deng Qi Sun Houqiang Li SSeg ISeg 45 12 0 21 Jan 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu Xiangtai Li Henghui Ding Xia Li Guangliang Cheng Yu Tong Chen Change Loy VLM 89 31 0 02 Jan 2023
Look Before You Match: Instance Understanding Matters in Video Object Segmentation Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Chuanxin Tang Xiyang Dai Yucheng Zhao Yujia Xie Lu Yuan Yu-Gang Jiang VOS 36 39 0 13 Dec 2022
Instance Segmentation with Cross-Modal Consistency A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 19 1 0 14 Oct 2022
Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang James Liang Dongfang Liu ISeg 43 48 0 03 Oct 2022
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation Lars Kreuzberg Idil Esen Zulfikar Sabarinath Mahadevan Francis Engelmann Bastian Leibe 3DPC 45 34 0 29 Sep 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 32 90 0 17 Jun 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 27 0 0 20 May 2022
Plane Geometry Diagram Parsing Ming-Liang Zhang Fei Yin Yilun Hao Cheng-Lin Liu 3DV 30 27 0 19 May 2022
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 23 27 0 10 Apr 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 34 260 0 28 Mar 2022
The Structured Abstain Problem and the Lovász Hinge Jessie Finocchiaro Rafael M. Frongillo Enrique Nueve 19 2 0 16 Mar 2022
Split GCN: Effective Interactive Annotation for Segmentation of Disconnected Instance Namgi Kim Barom Kang Yeonok Cho GNN 22 6 0 13 Dec 2021
Panoptic Segmentation: A Review O. Elharrouss S. Al-Maadeed Nandhini Subramanian Najmath Ottakath Noor Almaadeed Yassine Himeur 23 38 0 19 Nov 2021
Learning to Detect Instance-level Salient Objects Using Complementary Image Labels Xin Tian Ke Xu Xin Yang Baocai Yin Rynson W. H. Lau WSOD 34 28 0 19 Nov 2021
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation Jonas Heylen Mark De Wolf Bruno Dawagne Marc Proesmans Luc Van Gool Wim Abbeloos Hazem Abdelkawy Daniel Olmeda Reino 90 23 0 01 Oct 2021
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation Angira Sharma Naeemullah Khan Muhammad Mubashar G. Sundaramoorthi Philip Torr 23 6 0 16 Jul 2021
Plot2Spectra: an Automatic Spectra Extraction Tool Weixin Jiang Eric S. Schwenker Trevor Spreadbury Kai Li Maria K. Y. Chan O. Cossairt 11 2 0 06 Jul 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks Christopher Xie Arsalan Mousavian Yu Xiang Dieter Fox 25 19 0 29 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 357 0 28 Jun 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 22 19 0 23 Jun 2021
DeepLab2: A TensorFlow Library for Deep Labeling Mark Weber Huiyu Wang Siyuan Qiao Jun Xie Maxwell D. Collins ... Laura Leal-Taixe Alan Yuille Florian Schroff Hartwig Adam Liang-Chieh Chen VLM 27 45 0 17 Jun 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 33 79 0 12 Apr 2021
Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation Minghan Li Shuai Li Lida Li Lei Zhang VOS 24 52 0 06 Apr 2021
SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Dongfang Liu Yiming Cui Wenbo Tan Yingjie Chen 39 132 0 18 Mar 2021
Unknown Object Segmentation from Stereo Images M. Durner W. Boerdijk M. Sundermeyer W. Friedl Zoltán-Csaba Márton Rudolph Triebel 34 34 0 11 Mar 2021
Amodal Segmentation Based on Visible Region Segmentation and Shape Prior Yuting Xiao Yanyu Xu Z. Zhong Weixin Luo Jiawei Li Shenghua Gao 23 51 0 10 Dec 2020
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation David Biertimpel Sindi Shkodrani A. S. Baslamisli N. Baka ISeg 26 1 0 23 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 27 47 0 23 Nov 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 27 169 0 29 Jul 2020
Learning Gaussian Instance Segmentation in Point Clouds Shih-Hung Liu Shan Yu Shao-Chi Wu Hwann-Tzong Chen Tyng-Luh Liu 3DPC ISeg 36 48 0 20 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 39 204 0 17 Jul 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian Dieter Fox 36 131 0 16 Jul 2020
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation Zhenbo Xu Wei Zhang Xiao Tan Wei Yang Huan Huang Shilei Wen Errui Ding Liusheng Huang VOT 27 67 0 03 Jul 2020
Pixel Consensus Voting for Panoptic Segmentation Haochen Wang Ruotian Luo Michael Maire Gregory Shakhnarovich ISeg 31 38 0 04 Apr 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 211 232 0 16 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 18 11 0 15 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 160 256 0 14 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 187 597 0 12 Mar 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 37 299 0 06 Jan 2020
RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation Shaoru Wang Yongchao Gong Junliang Xing Lichao Huang Chang Huang Weiming Hu ISeg 36 59 0 11 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 22 407 0 03 Dec 2019
Deeply Shape-guided Cascade for Instance Segmentation Hao Ding Siyuan Qiao Alan Yuille Wei Shen ISeg 31 4 0 25 Nov 2019
Identifying Unknown Instances for Autonomous Driving K. Wong Shenlong Wang Mengye Ren Ming Liang R. Urtasun 22 110 0 24 Oct 2019