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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Title
Training-Free Dataset Pruning for Instance Segmentation Yalun Dai Lingao Xiao Ivor W. Tsang Yang He ISeg 43 0 0 02 Mar 2025
Large Margin Discriminative Loss for Classification Hai-Vy Nguyen Fabrice Gamboa Sixin Zhang Reda Chhaibi Serge Gratton Thierry Giaccone 36 0 0 20 Feb 2025
DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model Zhixiong Nan Xianghong Li Tao Xiang Jifeng Dai ISeg 38 0 0 22 Oct 2024
A Simple Image Segmentation Framework via In-Context Examples Yang Liu Chenchen Jing Hengtao Li Muzhi Zhu Hao Chen Xinlong Wang Chunhua Shen 33 6 0 07 Oct 2024
Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease Diagnosis Chun-Hsiao Yeh Jiayun Wang A. Graham Andrea J. Liu Bo Tan Yubei Chen Yi Ma Meng C. Lin 18 2 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 14 0 0 23 Jul 2024
GMT: Guided Mask Transformer for Leaf Instance Segmentation Feng Chen Sotirios A. Tsaftaris M. Giuffrida 20 1 0 24 Jun 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 23 0 0 29 Mar 2024
ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition Tianhao Wu Chuanxia Zheng Tat-Jen Cham Qianyi Wu 3DV 27 1 0 21 Mar 2024
End-to-End Human Instance Matting Qinglin Liu Shengping Zhang Quanling Meng Bineng Zhong Peiqiang Liu H. Yao 3DH 35 5 0 03 Mar 2024
Graph Relation Distillation for Efficient Biomedical Instance Segmentation Xiaoyu Liu Yueyi Zhang Zhiwei Xiong Wei Huang Bo Hu Xiaoyan Sun Feng Wu 27 0 0 12 Jan 2024
Multi-scale attention-based instance segmentation for measuring crystals with large size variation Theresa Neubauer Astrid Berg M. Wimmer Dimitrios Lenis David Major ... Gaia Romana De Paolis Johannes Novotny Daniel Lüftner Katja Reinharter Katja Bühler 21 2 0 08 Jan 2024
Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images Steffen Wolf Manan Lalit Henry Westmacott Katie McDole Jan Funke OCL 17 6 0 12 Oct 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 19 46 0 18 Aug 2023
Pseudo-label Alignment for Semi-supervised Instance Segmentation Jie Hu Cheng Chen Liujuan Cao Shengchuan Zhang Annan Shu Guannan Jiang Rongrong Ji ISeg 31 12 0 10 Aug 2023
Synthetic Instance Segmentation from Semantic Image Segmentation Masks Yuchen Shen Dong Zhang Yuhui Zheng Zechao Li L. Fu Qiaolin Ye ISeg 19 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 9 5 0 19 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 27 135 0 28 Jun 2023
Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion Yash Bhalgat Iro Laina João F. Henriques Andrew Zisserman Andrea Vedaldi 20 37 0 07 Jun 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 30 30 0 07 Jun 2023
LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation Jay Lal Aditya Mitkari Mahesh Bhosale David Doermann 29 2 0 03 May 2023
Dense Hybrid Proposal Modulation for Lane Detection Yuejian Wu Linqing Zhao Jiwen Lu Haibin Yan 27 9 0 28 Apr 2023
A Review of Panoptic Segmentation for Mobile Mapping Point Clouds Binbin Xiang Yuanwen Yue T. Peters Konrad Schindler 3DPC 9 7 0 27 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 37 132 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 18 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 18 2 0 12 Apr 2023
SegGPT: Segmenting Everything In Context Xinlong Wang Xiaosong Zhang Yue Cao Wen Wang Chunhua Shen Tiejun Huang VOS MLLM VLM 30 199 0 06 Apr 2023
Learning to Place Unseen Objects Stably using a Large-scale Simulation Sangjun Noh Raeyoung Kang Taewon Kim S. Back S. Bak Kyoobin Lee 19 4 0 15 Mar 2023
Understanding metric-related pitfalls in image analysis validation Annika Reinke M. Tizabi Michael Baumgartner Matthias Eisenmann Doreen Heckmann-Notzel ... Gaël Varoquaux Manuel Wiesenfarth Ziv R. Yaniv Paul F. Jäger Lena Maier-Hein 18 51 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 19 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 17 2 0 07 Dec 2022
Mean Shift Mask Transformer for Unseen Object Instance Segmentation Ya Lu Yuqiao Chen Nicholas Ruozzi Yu Xiang 16 23 0 21 Nov 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 43 10 0 20 Oct 2022
Instance Segmentation with Cross-Modal Consistency A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 11 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 11 8 0 12 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 22 14 0 11 Oct 2022
Learning to embed semantic similarity for joint image-text retrieval Noam Malali Y. Keller 21 10 0 07 Oct 2022
Position-Aware Relation Learning for RGB-Thermal Salient Object Detection Heng Zhou Chunna Tian Zhenxi Zhang Chengyang Li Yuxuan Ding Yongqiang Xie Zhongbo Li ViT 24 27 0 21 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 27 8 0 12 Sep 2022
Few-shot Bioacoustic Event Detection with Machine Learning Methods Leah Chowenhill Gaurav Satyanath Shubhr Singh M. Wagh 11 0 0 09 Aug 2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds Weiwei Sun Daniel Rebain Renjie Liao V. Tankovich S. Yazdani K. M. Yi Andrea Tagliasacchi 3DPC 13 13 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 15 33 0 14 Jun 2022
ClamNet: Using contrastive learning with variable depth Unets for medical image segmentation Samayan Bhattacharya Sk Shahnawaz Avigyan Bhattacharya 17 1 0 10 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 22 3 0 06 Jun 2022
Robustness Evaluation and Adversarial Training of an Instance Segmentation Model Jacob Bond Andrew J. Lingg AAML 9 0 0 02 Jun 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 18 4 0 25 May 2022
HCFormer: Unified Image Segmentation with Hierarchical Clustering Teppei Suzuki 19 0 0 20 May 2022
Plane Geometry Diagram Parsing Ming-Liang Zhang Fei Yin Yilun Hao Cheng-Lin Liu 3DV 22 27 0 19 May 2022
PointInst3D: Segmenting 3D Instances by Points Tong He Wei Yin Chunhua Shen A. Hengel 3DPC ISeg 27 19 0 25 Apr 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 19 27 0 10 Apr 2022