Instance-aware Semantic Segmentation via Multi-task Network Cascades

14 December 2015

Papers citing "Instance-aware Semantic Segmentation via Multi-task Network Cascades"

50 / 129 papers shown

Title
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 83 1 0 29 Nov 2024
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance Shouchang Guo Sonam Damani Keng-hao Chang 31 0 0 09 Jul 2024
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving Ganesh Sistu S. Yogamani 31 0 0 20 Apr 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 38 3 0 12 Apr 2024
P2Seg: Pointly-supervised Segmentation via Mutual Distillation Zipeng Wang Xuehui Yu Xumeng Han Wenwen Yu Zhixun Huang Jianbin Jiao Zhenjun Han 23 0 0 18 Jan 2024
Mask Grounding for Referring Image Segmentation Yong Xien Chng Henry Zheng Yizeng Han Xuchong Qiu Gao Huang ISeg ObjD 22 15 0 19 Dec 2023
Camera Based mmWave Beam Prediction: Towards Multi-Candidate Real-World Scenarios Gouranga Charan Muhammad Alrabeiah Tawfik Osman Ahmed Alkhateeb 13 12 0 14 Aug 2023
Multi-Task Learning Improves Performance In Deep Argument Mining Models Amirhossein Farzam Shashank Shekhar Isaac Mehlhaff Marco Morucci 18 1 0 03 Jul 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 30 12 0 21 Jan 2023
DINF: Dynamic Instance Noise Filter for Occluded Pedestrian Detection Li Xiang Miao He Haibo Luo Jiajie Xiao 30 0 0 13 Jan 2023
Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information Binoy Saha Sukhendu Das 11 0 0 27 Nov 2022
Composite Learning for Robust and Effective Dense Predictions Menelaos Kanakis Thomas E. Huang David Brüggemann F. I. F. Richard Yu Luc Van Gool SSL 29 3 0 13 Oct 2022
Learning Equivariant Segmentation with Instance-Unique Querying Wenguan Wang James Liang Dongfang Liu ISeg 35 48 0 03 Oct 2022
Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue Dongdong Yu Lingqiao Liu Yu Liu Satoshi Tsutsui Ying Li Zehuan Yuan Ping Song Mike Zheng Shou ISeg 19 4 0 18 Aug 2022
Occlusion-Aware Instance Segmentation via BiLayer Network Architectures Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 19 11 0 08 Aug 2022
Instance Shadow Detection with A Single-Stage Detector Tianyu Wang Xiaowei Hu Pheng-Ann Heng Chi-Wing Fu 11 27 0 11 Jul 2022
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Manuel Traub S. Otte Tobias Menge Matthias Karlbauer Jannik Thummel Martin Volker Butz 21 20 0 26 May 2022
Improving Few-Shot Part Segmentation using Coarse Supervision Oindrila Saha Zezhou Cheng Subhransu Maji 18 12 0 11 Apr 2022
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors Hyungtae Lee H. Kwon FedML 11 17 0 06 Apr 2022
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 28 27 0 06 Apr 2022
One-stage Video Instance Segmentation: From Frame-in Frame-out to Clip-in Clip-out Minghan Li Lei Zhang CLIP VLM 28 1 0 12 Mar 2022
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering data V. Starostin Valentin Munteanu Alessandro Greco Ekaterina Kneschaurek Alina Pleli F. Bertram A. Gerlach A. Hinderhofer F. Schreiber 19 14 0 22 Feb 2022
Magnifying Networks for Images with Billions of Pixels Neofytos Dimitriou Ognjen Arandjelovic 14 2 0 12 Dec 2021
BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning Zhirui Dai Yue-Ren Jiang Yi Li Bo Liu Antoni B. Chan Nuno Vasconcelos 20 9 0 10 Oct 2021
DAFNe: A One-Stage Anchor-Free Approach for Oriented Object Detection Steven Lang Fabrizio G. Ventola Kristian Kersting 26 14 0 13 Sep 2021
Airplane Detection Based on Mask Region Convolution Neural Network W. Alshaibani M. Helvaci Ibraheem Shayea H. Mohamad 23 4 0 29 Aug 2021
Silhouette based View embeddings for Gait Recognition under Multiple Views Tianrui Chai Xinyu Mei Annan Li Yunhong Wang CVBM 14 25 0 12 Aug 2021
Open-World Entity Segmentation Lu Qi Jason Kuen Yi Wang Jiuxiang Gu Hengshuang Zhao Zhe-nan Lin Philip H. S. Torr Jiaya Jia OCL SSeg VLM 27 80 0 29 Jul 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 15 356 0 28 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 18 40 0 28 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 17 93 0 08 Jun 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 17 73 0 07 May 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 26 103 0 13 Apr 2021
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Lei Ke Yu-Wing Tai Chi-Keung Tang ISeg 8 164 0 23 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 13 172 0 16 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 26 108 0 07 Mar 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Tsung-Yi Lin Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 270 979 0 27 Jan 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction John Phillips Julieta Martinez Ioan Andrei Bârsan Sergio Casas Abbas Sadat R. Urtasun 19 36 0 17 Jan 2021
SCNet: Training Inference Sample Consistency for Instance Segmentation Thang Vu Haeyong Kang Chang-Dong Yoo ISeg 52 89 0 18 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 966 0 13 Dec 2020
The Devil is in the Boundary: Exploiting Boundary Representation for Basis-based Instance Segmentation Myungchul Kim Sanghyun Woo Dahun Kim In So Kweon ISeg 6 20 0 26 Nov 2020
Object Detection in the Context of Mobile Augmented Reality Xiang Li Yuan Tian Fuyao Zhang Shuxue Quan Yi Tian Xu 24 25 0 15 Aug 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal F. Khan Yanwei Pang Ling Shao ISeg 16 169 0 29 Jul 2020
Automated Measurements of Key Morphological Features of Human Embryos for IVF B. Leahy Won-Dong Jang H. Yang R. Struyven D. Wei ... Y. Kalma F. Azem D. Ben-Yosef Hanspeter Pfister D. Needleman 3DH 12 27 0 29 May 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 6 58 0 17 Apr 2020
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation Yifeng Chen Guangchen Lin Songyuan Li Omar Elfarouk Bourahla Yiming Wu Fangfang Wang Junyi Feng Mingliang Xu Xi Li ISeg 25 65 0 31 Mar 2020
Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu Linpu Fang Xiaodan Liang Wenxiong Kang Zhenguo Li ObjD 17 21 0 18 Feb 2020
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation Hao Tang Philip H. S. Torr N. Sebe 25 37 0 03 Feb 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 11 249 0 13 Jan 2020
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 11 178 0 10 Dec 2019