Workshop Proceedings

The workshop accepted full papers and extended abstracts. PDFs of full papers can be found at the official CVPR webpage. Please find links to the extended abstracts below.

Full Papers

• Leaf Segmentation by Functional Modeling
• Yuhao Chen, Sriram Baireddy Enyu Cai, Changye Yang, Edward Delp
• Prediction of Sorghum Biomass Using UAV Time Series Data and Recurrent Neural Networks
• Ali Masjedi, Neal Carpenter, Melba Crawford, Mitch Tuinstra
• ProTractor: a lightweight ground imaging and analysis system for early-season field phenotyping
• Nico Higgs, Blanche Leyeza, Jordan Ubbens, Josh Kocur, William van der Kamp, Theron Cory, Christina Eynck, Sally Vail, Mark Eramian, Ian Stavness
• The GrassClover Image Dataset for Semantic and Hierarchical Species Understanding in Agriculture
• Søren Skovsen, Mads MD Dyrmann, Anders K Mortensen, Morten Stigaard Laursen, René Gislum, Jørgen Eriksen, Sadaf Farkhani, Henrik Karstoft, Rasmus Nyholm Jørgensen
• The Oil Radish Growth Dataset for Semantic Segmentation and Yield Estimation
• Anders K Mortensen, Søren Skovsen, Henrik Karstoft, René Gislum
• Adversarial Large-scale Root Gap Inpainting     
• Hao Chen, Mario Valerio Giuffrida, Peter Doerner, Sotirios Tsaftaris
• Leaf Counting Without Annotations Using Adversarial Unsupervised Domain Adaptation
• Mario Valerio Giuffrida, Andrei Dobrescu, Peter Doerner, Sotirios Tsaftaris
• Understanding Deep Neural Networks for Regression in Leaf Counting     
• Andrei Dobrescu, Mario Valerio Giuffrida, Sotirios Tsaftaris
• Data augmentation from RGB to chlorophyll fluorescence imaging Application to leaf segmentation of Arabidopsis thaliana from top view images         
• Natalia Sapoukhina, Salma Samiei, Pejman Rasti, David Rousseau
• Length Phenotyping with Interest Point Detection     
• Adar Vit, Guy Shani, Aharon Bar-Hillel
• Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks
• Laura Zabawa, Anna Kicherer, Lasse Klingbeil, Andres L Milioto, Reinhard Töpfer, Heiner Kuhlmann, Ribana Roscher
• Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants     
• Dmitry Kuznichov, Alon Zvirin, Yaron Honen, Ron Kimmel
• A guided multi-scale categorization of plant species in natural images     
• Jonas Krause, Kyungim Baek, Lipyeow Lim
• ROLS: Robust Object-level SLAM for grape counting    
• Anjana Kakecochi Nellithimaru, George Kantor
• Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features     
• Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin, Ian Stavness, Mark Eramian
• Bean Split Ratio for Dry Bean Canning Quality and Variety Analysis     
• Yunfei Long, Amber Bassett, Karen Cichy, Addie Thompson, Daniel Morris
• VisND: A Visualization Tool for Multidimensional Model of Canopy     
• Ali Shafiekhani, Felix B. Fritschi, Guilherme DeSouza

Extended Abstracts

• Leaf counting from uncontrolled acquired images from greenhouse workers
• João Valente, Mario Valerio Giuffrida
• Cost-effective, high-throughput 3D reconstruction method for fruit phenotyping
• Mitchell Feldmann, Amy Tabb, Steven Knapp
• Visualizing Data Driven Phenotypes
• Zeyu Zhang, Xiaotong Liu, Hong Xuan, Abby Stylianou, Robert Pless
• Learning to Correct for Bad Camera Settings in Large Scale Plant Monitoring
• Zongyang Li, Abby Stylianou, Robert Pless
• Multi-View Instance Matching for Plant Leaf Modeling
• Takuma Doi, Fumio Okura, Yasuyuki Matsushita, Yasushi Yagi
• Plant segmentation and leaf labelling using chlorophyll fluorescence images
• Augusto Cesar Magalhaes de Souza, Yang Yang
• Web-based Annotation tool for Image-based Phenotyping
• Jialin Yuan, Zheng Zhou, Michael Nagle, Peremyslova Ekaterina, Nihar Doshi, Ritesh Mewalal, Cathleen Ma, Steve Strauss, Li Fuxin
• Using Active Learning to Reduce Training Data in Deep-learning-based Flower Classification
• Feng Chen, Andrew P French, Tony Pridmore
• UAV Based Remote Sensing for Tassel Detection and Growth Stage Estimation of Maize Crop using F-RCNN
• Ajay Kumar, Mahesh Taparia, Wei Guo, Rajalakshmi Pachamuthu, Balaji Naik Banothu, Uday B. Desai
• DNN-Based Tiller Number Estimation for Coping with Shortage of Labeled Data
• Yuzuko Utsumi, Koichiro Nakamura, Masakazu Iwamura, Koichi Kise
• Hierarchical multi-label Classification of Plant Images using Convolutional Neural Network
• Mads MD Dyrmann, Søren Skovsen, Rasmus Nyholm Jørgensen