Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation

15 March 2018

Papers citing "Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation"

33 / 33 papers shown

Title
Knowledge Distillation for Semantic Segmentation: A Label Space Unification Approach Anton Backhaus Thorsten Luettel Mirko Maehlisch 55 0 0 26 Feb 2025
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving Jules Sanchez Jean-Emmanuel Deschaud Franccois Goulette 67 1 0 28 Jan 2025
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training XiaoJun Tang Jingru Wang Zeyu Shangguan Darun Tang Yuyu Liu ObjD 40 0 0 21 Oct 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation You-Chen Liu Lingdong Kong Xiaoyang Wu Runnan Chen Xin Li Liang Pan Ziwei Liu Yuexin Ma 3DPC 53 17 0 02 May 2024
Towards Establishing Systematic Classification Requirements for Automated Driving Kent Mori Trent Brown Steven C. Peters 49 0 0 26 Jul 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Hye-jin Shim Jee-weon Jung Tomi Kinnunen 26 13 0 31 May 2023
Training Semantic Segmentation on Heterogeneous Datasets Panagiotis Meletis Gijs Dubbelman 26 2 0 18 Jan 2023
Weakly supervised training of universal visual concepts for multi-domain semantic segmentation Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 36 5 0 20 Dec 2022
Automatic universal taxonomies for multi-domain semantic segmentation Petra Bevandić Sinisa Segvic VLM 16 4 0 18 Jul 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 45 130 0 27 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 20 20 0 28 Feb 2022
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets Jules Sanchez Jean-Emmanuel Deschaud Franccois Goulette 3DPC 36 7 0 14 Feb 2022
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation John Lambert Zhuang Liu Ozan Sener James Hays V. Koltun VLM 31 197 0 27 Dec 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 65 12 0 28 Sep 2021
Multi-domain semantic segmentation with overlapping labels Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 33 13 0 25 Aug 2021
Semantic Segmentation on Multiple Visual Domains Floris Naber 21 1 0 09 Jul 2021
Dense outlier detection and open-set recognition based on training with noisy negative images Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 36 30 0 22 Jan 2021
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 20 256 0 20 Jul 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 26 25 0 08 Jun 2020
SUPER: A Novel Lane Detection System Pingping Lu Chen Cui Shaobing Xu H. Peng Fan Wang 22 43 0 14 May 2020
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 26 56 0 30 Apr 2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems M. Shafiee Ahmadreza Jeddi Amir Nazemi Paul Fieguth A. Wong OOD 37 15 0 04 Mar 2020
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images Lei Sun Kailun Yang Xinxin Hu Weijian Hu Kaiwei Wang SSeg 23 130 0 24 Feb 2020
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction Xi Fang Pingkun Yan SSeg 18 172 0 01 Jan 2020
Semantic Foreground Inpainting from Weak Supervision Chenyang Lu Gijs Dubbelman 20 12 0 10 Sep 2019
Simultaneous Semantic Segmentation and Outlier Detection in Presence of Domain Shift Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 36 81 0 03 Aug 2019
Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision Panagiotis Meletis Rob Romijnders Gijs Dubbelman 24 4 0 16 Jul 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 25 0 0 25 May 2019
On Boosting Semantic Street Scene Segmentation with Weak Supervision Panagiotis Meletis Gijs Dubbelman SSeg 32 7 0 08 Mar 2019
Single Network Panoptic Segmentation for Street Scene Understanding Daan de Geus Panagiotis Meletis Gijs Dubbelman SSeg 21 18 0 07 Feb 2019
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 56 382 0 04 Dec 2018
Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network Daan de Geus Panagiotis Meletis Gijs Dubbelman SSeg ISeg 29 76 0 06 Sep 2018
Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks Chenyang Lu M. V. D. van de Molengraft Gijs Dubbelman 10 161 0 06 Apr 2018