Contextual image classification

A Study on CNN Transfer Learning for Image Classification

Mahbub Hussain, Jordan J. Bird, Diego R. Faria

Citations: 607 • 2018

Recycling waste classification using optimized convolutional neural network

Wei‐Lung Mao, Wei‐Chun Chen, Chien‐Tsung Wang, Yu‐Hao Lin

Citations: 268 • 2020

An Overview of Bag of Words;Importance, Implementation, Applications, and Challenges

Wisam A. Qader, Musa M. Ameen, Bilal I. Ahmed

Citations: 226 • 2019

Date Fruit Classification for Robotic Harvesting in a Natural Environment Using Deep Learning

Hamdi Altaheri, Mansour Alsulaiman, Ghulam Muhammad

Citations: 202 • 2019

SIFT and SURF Performance Evaluation against Various Image Deformations on Benchmark Dataset

Nabeel Khan, Brendan McCane, Geoff Wyvill

Citations: 166 • 2011

Convolutional Neural Networks for Texture Feature Extraction. Applications to Leaf Disease Classification in Precision Agriculture

Stefania Barburiceanu, Serban Meza, Bogdan Orza, Raul Malutan, Romulus Terebeş

Citations: 147 • 2021

Ghostnet for Hyperspectral Image Classification

Mercedes E. Paoletti, Juan M. Haut, Nuno Pereira, Javier Plaza, Antonio Plaza

Citations: 140 • 2021

Comparing image classification methods: K-nearest-neighbor and support-vector-machines

Jinho Kim, Byungsoo Kim, Silvio Savarese

Citations: 135 • 2012

Introduction to the Bag of Features Paradigm for Image Classification and Retrieval

Stephen O′Hara, Bruce A. Draper

Citations: 133 • 2011

Fruit Image Classification Based on MobileNetV2 with Transfer Learning Technique

Qian Xiang, Xiaodan Wang, Rui Li, Guoling Zhang, Jie Lai, Qingshuang Hu

Citations: 132 • 2019

Plant classification system for crop /weed discrimination without segmentation

Sebastian Haug, Andreas Michaels, Peter Biber, Jörn Östermann

Citations: 129 • 2014

Crop and Weeds Classification for Precision Agriculture Using Context-Independent Pixel-Wise Segmentation

Mulham Fawakherji, Ali Youssef, Domenico D. Bloisi, Alberto Pretto, Daniele Nardi

Citations: 124 • 2019

Feature-based terrain classification for LittleDog

Paul Filitchkin, Katie Byl

Citations: 123 • 2012

A Novel Statistical Method for Scene Classification Based on Multi-Object Categorization and Logistic Regression

Abrar Ahmed, Ahmad Jalal, Kibum Kim

Citations: 122 • 2020

Detection and Classification of Groundnut Leaf Diseases using KNN classifier

M. P. Vaishnnave, K. Suganya Devi, P. Srinivasan, G. Arut Perum Jothi

Citations: 106 • 2019

Real-time vehicle type classification with deep convolutional neural networks

Xinchen Wang, Weiwei Zhang, Xuncheng Wu, Lingyun Xiao, Yubin Qian, Zhi Fang

Citations: 104 • 2017

Handwritten Character Recognition from Images using CNN-ECOC

Mayur Bhargab Bora, Dinthisrang Daimary, Khwairakpam Amitab, Debdatta Kandar

Citations: 101 • 2020

Automatic fruit recognition from natural images using color and texture features

Susovan Jana, Saikat Basak, Ranjan Parekh

Citations: 84 • 2017

Graph Neural Network (GNN) in Image and Video Understanding Using Deep Learning for Computer Vision Applications

P Pradhyumna, G. Shreya, Mohana

Citations: 83 • 2021

VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification

Songle Chen, Lintao Zheng, Yan Zhang, Zhixin Sun, Kai Xu

Citations: 81 • 2018