Leaf Counting with Deep Convolutional and Deconvolutional Networks

Leaf Counting with Deep Convolutional and Deconvolutional Networks

24 August 2017

Ian Stavness

Papers citing "Leaf Counting with Deep Convolutional and Deconvolutional Networks"

19 / 19 papers shown

Title
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 51 0 0 03 Jan 2025
Importance of realism in procedurally-generated synthetic images for deep learning: case studies in maize and canola N. Khan Mikolaj Cieslak Ian McQuillan 54 0 0 08 Apr 2024
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting Mingyue Guo Binghui Chen Zhaoyi Yan Yaowei Wang Qixiang Ye 35 1 0 06 Feb 2024
Regressor-Segmenter Mutual Prompt Learning for Crowd Counting Mingyue Guo Li Yuan Zhaoyi Yan Binghui Chen Yaowei Wang QiXiang Ye 38 4 0 04 Dec 2023
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 23 2 0 10 Oct 2023
Scene-Adaptive Attention Network for Crowd Counting Xing Wei Yuanrui Kang Jihao Yang Yunfeng Qiu Dahu Shi Wenming Tan Yihong Gong ViT 27 18 0 31 Dec 2021
Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum Abby Stylianou Robert Pless N. Shakoor T. Mockler 33 1 0 09 Aug 2021
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 21 26 0 02 Sep 2020
Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images R. Akai Yuzuko Utsumi Y. Miwa Masakazu Iwamura K. Kise 18 4 0 28 Aug 2020
Image-based phenotyping of diverse Rice (Oryza Sativa L.) Genotypes Mukesh Kumar Vishal Dipesh Tamboli Abhijeet Patil Rohit Saluja B. Banerjee ... Dhandapani Raju Sudhir Kumar R. Sahoo V. Chinnusamy J. Adinarayana 13 3 0 06 Apr 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 22 154 0 28 Mar 2020
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss Qian Wang T. Breckon 3DPC 26 6 0 18 Nov 2019
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants Dmitry Kuznichov Alon Zvirin Yaron Honen Ron Kimmel 8 89 0 20 Mar 2019
Global Sum Pooling: A Generalization Trick for Object Counting with Small Datasets of Large Images Shubhra Aich Ian Stavness 27 20 0 28 May 2018
Semantic Binary Segmentation using Convolutional Networks without Decoders Shubhra Aich William van der Kamp Ian Stavness 3DV 25 32 0 01 May 2018
A Pyramid CNN for Dense-Leaves Segmentation Daniel Morris 16 34 0 05 Apr 2018
Improving Object Counting with Heatmap Regulation Shubhra Aich Ian Stavness 19 33 0 14 Mar 2018
DeepWheat: Estimating Phenotypic Traits from Crop Images with Deep Learning Shubhra Aich A. Josuttes I. Ovsyannikov Keegan Strueby Imran Ahmed H. Duddu C. Pozniak S. Shirtliffe Ian Stavness 31 5 0 30 Sep 2017
Leveraging multiple datasets for deep leaf counting A. Dobrescu M. Giuffrida Sotirios A. Tsaftaris 8 93 0 05 Sep 2017