Per-Pixel Classification is Not All You Need for Semantic Segmentation

13 July 2021

Bowen Cheng

Papers citing "Per-Pixel Classification is Not All You Need for Semantic Segmentation"

50 / 262 papers shown

Title
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes Danial Qashqai Emad Mousavian S. B. Shokouhi S. Mirzakuchaki 40 0 0 01 Jul 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 31 0 0 25 Jun 2024
GMT: Guided Mask Transformer for Leaf Instance Segmentation Feng Chen Sotirios A. Tsaftaris M. Giuffrida 20 1 0 24 Jun 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery Xiaowen Ma Rongrong Lian Zhenkai Wu Hongbo Guo Mengting Ma Sensen Wu Zhenhong Du Siyang Song Wei Zhang 44 4 0 24 Jun 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 42 0 0 17 Jun 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 35 8 0 17 Jun 2024
Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations Daan de Geus Gijs Dubbelman 40 0 0 14 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models Size Wu Sheng Jin Wenwei Zhang Lumin Xu Wentao Liu Wei Li Chen Change Loy MLLM 78 12 0 09 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation Shan Li Lu Yang Pu Cao Liulei Li Huadong Ma 43 1 0 06 Jun 2024
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation Mohamed El Amine Boudjoghra Angela Dai Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer Salman Khan F. Khan VLM ISeg 77 6 0 04 Jun 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 51 2 0 30 May 2024
GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision Xin Tan Wenbin Wu Zhiwei Zhang Chaojie Fan Yong Peng Zhizhong Zhang Yuan Xie Lizhuang Ma 70 9 0 17 May 2024
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation Yachan Guo Yi Xiao Danna Xue Jose Luis Gomez Zurita Antonio M. López 63 0 0 15 May 2024
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden Vishal Purohit Wenxin Jiang Akshath R. Ravikiran James C. Davis 32 1 0 29 Apr 2024
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation Abhishek Aich Yumin Suh S. Schulter Manmohan Chandraker 56 0 0 23 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 23 3 0 08 Apr 2024
JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments Duy-Tho Le Chenhui Gou Stavya Datta Hengcan Shi Ian Reid Jianfei Cai Hamid Rezatofighi 27 2 0 02 Apr 2024
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation Qi Bi Shaodi You Theo Gevers 45 1 0 29 Mar 2024
Part-aware Personalized Segment Anything Model for Patient-Specific Segmentation Chenhui Zhao Liyue Shen VLM 32 3 0 08 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 30 5 0 06 Mar 2024
End-to-End Human Instance Matting Qinglin Liu Shengping Zhang Quanling Meng Bineng Zhong Peiqiang Liu H. Yao 3DH 37 5 0 03 Mar 2024
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving Yiting Wang Haonan Zhao Daniel Gummadi M. Dianati Kurt Debattista Valentina Donzella 28 2 0 23 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 63 53 0 20 Feb 2024
ISCUTE: Instance Segmentation of Cables Using Text Embedding Shir Kozlovsky O. Joglekar Dotan Di Castro 32 2 0 19 Feb 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 42 8 0 31 Jan 2024
PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models Jiaxuan Li Minxi Yang Dahua Gao Wenlong Xu Guangming Shi 35 0 0 30 Jan 2024
Learning to Manipulate Artistic Images Wei Guo Yuqi Zhang De Ma Qian Zheng 28 0 0 25 Jan 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 31 14 0 25 Jan 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 40 11 0 18 Jan 2024
PlanarNeRF: Online Learning of Planar Primitives with Neural Radiance Fields Zheng Chen Qingan Yan Huangying Zhan Changjiang Cai Xiangyu Xu Yuzhong Huang Weihan Wang Ziyue Feng Lantao Liu Yi Tian Xu 3DV 48 3 0 30 Dec 2023
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving Tianyu Li Peijin Jia Bangjun Wang Li Chen Kun Jiang Junchi Yan Hongyang Li 38 34 0 26 Dec 2023
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation Sangyun Shin Kaichen Zhou M. Vankadari Andrew Markham Niki Trigoni 3DPC 27 8 0 18 Dec 2023
See, Say, and Segment: Teaching LMMs to Overcome False Premises Tsung-Han Wu Giscard Biamby David M. Chan Lisa Dunlap Ritwik Gupta Xudong Wang Joseph E. Gonzalez Trevor Darrell VLM MLLM 34 18 0 13 Dec 2023
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie-jin Yang Yun Gu 46 1 0 13 Dec 2023
PEEKABOO: Interactive Video Generation via Masked-Diffusion Yash Jain Anshul Nasery Vibhav Vineet Harkirat Singh Behl VGen 28 30 0 12 Dec 2023
Toward Real Text Manipulation Detection: New Dataset and New Solution Dongliang Luo Yuliang Liu Rui Yang Xianjin Liu Jishen Zeng Yu Zhou Xiang Bai 27 3 0 12 Dec 2023
Adaptive Human Trajectory Prediction via Latent Corridors Neerja Thakkar K. Mangalam Andrea V. Bajcsy Jitendra Malik 20 4 0 11 Dec 2023
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting Yankai Jiang Zhongzhen Huang Rongzhao Zhang Xiaofan Zhang Shaoting Zhang VLM 34 10 0 07 Dec 2023
GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models Haicheng Liao Huanming Shen Zhenning Li Chengyue Wang Guofa Li Yiming Bie Chengzhong Xu 34 50 0 06 Dec 2023
Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels Heng Huang Xin Jin Yaqi Liu Hao Lou Chaoen Xiao Shuai Cui Xinning Li Dongqing Zou 25 1 0 06 Dec 2023
Uni3DL: Unified Model for 3D and Language Understanding Xiang Li Jian Ding Zhaoyang Chen Mohamed Elhoseiny 30 3 0 05 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 30 11 0 29 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 37 3 0 27 Nov 2023
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding Hao Li Dingwen Zhang Yalun Dai Nian Liu Lechao Cheng Jingfeng Li Jingdong Wang Junwei Han 25 14 0 20 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 28 14 0 09 Nov 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 24 64 0 07 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 43 5 0 01 Nov 2023
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 51 1 0 25 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 37 7 0 19 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan L. Yuille Yuyin Zhou MedIm ViT 33 36 0 11 Oct 2023