Semantic Instance Segmentation with a Discriminative Loss Function

8 August 2017

Bert De Brabandere

D. Neven

Luc Van Gool

SSeg

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Papers citing "Semantic Instance Segmentation with a Discriminative Loss Function"

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MapRF: Weakly Supervised Online HD Map Construction via NeRF-Guided Self-Training Hongyu Lyu Thomas Monninger Julie Stephany Berrio Perez Mao Shan Zhenxing Ming Stewart Worrall 34 0 0 24 Nov 2025
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Pixel Embedding Method for Tubular Neurite Segmentation Huayu Fu Jiamin Li Haozhi Qu Xiaolin Hu Zengcai Guo 3DV 66 0 0 31 Jul 2025
GVCCS: A Dataset for Contrail Identification and Tracking on Visible Whole Sky Camera Sequences Gabriel Jarry Ramon Dalmau Philippe Very Franck Ballerini Stephania-Denisa Bocu 182 1 0 24 Jul 2025
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy Ming Dai Wenxuan Cheng Jiang-Jiang Liu Sen Yang Wenxiao Cai Yanpeng Sun Wankou Yang 136 6 0 02 Jul 2025
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning Rohit Mohan Julia Hindel F. Drews Claudius Gläser Daniele Cattaneo Abhinav Valada UQCV EDL 326 0 0 16 Jun 2025
gen2seg: Generative Models Enable Generalizable Instance Segmentation Om Khangaonkar Hamed Pirsiavash DiffM VLM 369 0 0 21 May 2025
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation Jianghang Lin Yilin Lu Chunjiang Ge Chaoyang Zhu Shengchuan Zhang Liujuan Cao Rongrong Ji ISeg 376 0 0 16 May 2025
Training-Free Dataset Pruning for Instance SegmentationInternational Conference on Learning Representations (ICLR), 2025 Yalun Dai Lingao Xiao Ivor W. Tsang Yang He ISeg 261 4 0 02 Mar 2025
DI-MaskDINO: A Joint Object Detection and Instance Segmentation ModelNeural Information Processing Systems (NeurIPS), 2024 Jingjing Jiang Xianghong Li Tao Xiang Jifeng Dai ISeg 180 7 0 22 Oct 2024
A Simple Image Segmentation Framework via In-Context ExamplesNeural Information Processing Systems (NeurIPS), 2024 Yang Liu Chenchen Jing Hengtao Li Huanyi Zheng Hao Chen Xinlong Wang Chunhua Shen 137 12 0 07 Oct 2024
Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease DiagnosisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Chun-Hsiao Yeh Jiayun Wang A. Graham Andrea J. Liu Bo Tan Yubei Chen Yi Ma Meng C. Lin 82 7 0 01 Oct 2024
Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation through Hybrid Vision Aditya Krishnan Jayneel Vora Prasant Mohapatra VLM 142 1 0 23 Jul 2024
GMT: Guided Mask Transformer for Leaf Instance Segmentation Feng Chen Sotirios A. Tsaftaris M. Giuffrida 323 3 0 24 Jun 2024
Training More Robust Classification Model via Discriminative Loss and Gaussian Noise Injection Hai-Vy Nguyen Fabrice Gamboa Sixin Zhang Reda Chhaibi Serge Gratton Thierry Giaccone 239 0 0 28 May 2024
FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures Lisa Mais Peter Hirsch Claire Managan Ramya Kandarpa J. L. Rumberger Annika Reinke Lena Maier-Hein Gudrun Ihrke Dagmar Kainmueller 133 0 0 29 Mar 2024
ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition Tianhao Wu Chuanxia Zheng Tat-Jen Cham Qianyi Wu 3DV 294 3 0 21 Mar 2024
End-to-End Human Instance Matting Qinglin Liu Shengping Zhang Quanling Meng Bineng Zhong Peiqiang Liu Huanjin Yao 3DH 184 7 0 03 Mar 2024
Graph Relation Distillation for Efficient Biomedical Instance SegmentationPattern Recognition (Pattern Recogn.), 2024 Xiaoyu Liu Yueyi Zhang Zhiwei Xiong Wei-Ping Huang Bo Hu Xiaoyan Sun Feng Wu 236 1 0 12 Jan 2024
Multi-scale attention-based instance segmentation for measuring crystals with large size variationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024 Theresa Neubauer Astrid Berg M. Wimmer Dimitrios Lenis David Major ... Gaia Romana De Paolis Johannes Novotny Daniel Lüftner Katja Reinharter Katja Bühler 88 3 0 08 Jan 2024
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy ImagesIEEE International Conference on Computer Vision (ICCV), 2023 Steffen Wolf Manan Lalit Henry Westmacott Katie McDole Jan Funke OCL 150 10 0 12 Oct 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 161 73 0 18 Aug 2023
Pseudo-label Alignment for Semi-supervised Instance SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Jie Hu Cheng Chen Liujuan Cao Shengchuan Zhang Annan Shu Guannan Jiang Rongrong Ji ISeg 117 24 0 10 Aug 2023
Synthetic Instance Segmentation from Semantic Image Segmentation MasksKnowledge-Based Systems (KBS), 2023 Yuchen Shen Dong Zhang Yuhui Zheng Zechao Li L. Fu Qiaolin Ye ISeg 140 0 0 02 Aug 2023
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations Leyao Liu Tao Kong Minzhao Zhu Jiashuo Fan Lu Fang 3DV 136 6 0 19 Jul 2023
Towards Open Vocabulary Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 326 210 0 28 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive FusionNeural Information Processing Systems (NeurIPS), 2023 Brandon Smart Iro Laina João F. Henriques Andrew Zisserman Andrea Vedaldi 148 60 0 07 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural DomainIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 206 45 0 07 Jun 2023
LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation Jay Lal Aditya Mitkari Mahesh Bhosale David Doermann 129 2 0 03 May 2023
Dense Hybrid Proposal Modulation for Lane Detection Yuejian Wu Linqing Zhao Jiwen Lu Haibin Yan 120 9 0 28 Apr 2023
A Review of Panoptic Segmentation for Mobile Mapping Point CloudsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 231 16 0 27 Apr 2023
Transformer-Based Visual Segmentation: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 314 233 0 19 Apr 2023
Perceive, Excavate and Purify: A Novel Object Mining Framework for Instance Segmentation Jinming Su Ruihong Yin Xing‐zhen Chen Junfeng Luo ISeg 196 0 0 18 Apr 2023
HaDR: Applying Domain Randomization for Generating Synthetic Multimodal Dataset for Hand Instance Segmentation in Cluttered Industrial Environments Stefan Grushko Alevs Vysocký J. Chlebek Petr Prokop 163 4 0 12 Apr 2023
SegGPT: Segmenting Everything In Context Xinlong Wang Xiaosong Zhang Yue Cao Wen Wang Chunhua Shen Tiejun Huang VOS MLLM VLM 142 240 0 06 Apr 2023
Learning to Place Unseen Objects Stably using a Large-scale SimulationIEEE Robotics and Automation Letters (RA-L), 2023 Sangjun Noh Raeyoung Kang Taewon Kim S. Back S. Bak Kyoobin Lee 223 7 0 15 Mar 2023
Understanding metric-related pitfalls in image analysis validationNature Methods (Nat Methods), 2023 Annika Reinke M. Tizabi Michael Baumgartner Matthias Eisenmann Doreen Heckmann-Notzel ... Gaël Varoquaux Manuel Wiesenfarth Ziv R. Yaniv Paul F. Jäger Lena Maier-Hein 164 132 0 03 Feb 2023
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation Jialing Yuan Jay Patravali Hung Nguyen Chanho Kim Fuxin Li VOS 172 4 0 29 Jan 2023
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Si-Jia Yang Longlong Jing Junfei Xiao Hang Zhao Alan Yuille Yingwei Li ISeg 158 2 0 07 Dec 2022
Mean Shift Mask Transformer for Unseen Object Instance SegmentationIEEE International Conference on Robotics and Automation (ICRA), 2022 Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 208 28 0 21 Nov 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment AgricultureACM Computing Surveys (ACM CSUR), 2022 Jiayun Luo Boyang Albert Li Cyril Leung 278 21 0 20 Oct 2022
Instance Segmentation with Cross-Modal ConsistencyIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 157 1 0 14 Oct 2022
BEV-LaneDet: a Simple and Effective 3D Lane Detection Baseline Ruihao Wang Jianbang Qin Kai Li Yaochen Li Dongping Cao Jintao Xu 222 12 0 12 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance SegmentationAsian Conference on Computer Vision (ACCV), 2022 Ling-Yu Tang Le Hui Jin Xie 3DPC 173 17 0 11 Oct 2022
Learning to embed semantic similarity for joint image-text retrievalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Noam Malali Y. Keller 177 12 0 07 Oct 2022
Position-Aware Relation Learning for RGB-Thermal Salient Object DetectionIEEE Transactions on Image Processing (IEEE TIP), 2022 Heng Zhou Chunna Tian Zhenxi Zhang Chengyang Li Yuxuan Ding Yongqiang Xie Zhongbo Li ViT 195 41 0 21 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior KnowledgeIEEE International Conference on Computer Vision (ICCV), 2022 Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 235 10 0 12 Sep 2022
Few-shot Bioacoustic Event Detection with Machine Learning Methods Leah Chowenhill Gaurav Satyanath Shubhr Singh M. Wagh 88 0 0 09 Aug 2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point CloudsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Weiwei Sun Daniel Rebain Renjie Liao V. Tankovich S. Yazdani K. M. Yi Andrea Tagliasacchi 3DPC 116 17 0 20 Jul 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 279 50 0 14 Jun 2022

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Semantic Instance Segmentation with a Discriminative Loss Function

Papers citing "Semantic Instance Segmentation with a Discriminative Loss Function"