Deep Learning vs. Traditional Computer Vision

30 October 2019

Papers citing "Deep Learning vs. Traditional Computer Vision"

42 / 92 papers shown

Title
A novel adversarial learning strategy for medical image classification Zong Fan Xiaohui Zhang Jacob A. Gasienica Jennifer Potts S. Ruan W. Thorstad Hiram Gay Pengfei Song Xiaowei Wang Hua Li GAN MedIm 47 5 0 23 Jun 2022
Computer Vision-based Characterization of Large-scale Jet Flames using a Synthetic Infrared Image Generation Approach Carmina Pérez-Guerrero J. F. Ciprián-Sánchez A. Palacios Gilberto Ochoa-Ruiz M. González-Mendoza V. Foroughi E. Pastor Gerardo Rodriguez-Hernandez AI4CE 99 0 0 05 Jun 2022
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review Maged Abdalla Helmy Abdou T. Truong E. Jul Paulo Ferreira 97 8 0 11 May 2022
A Survey on Uncertainty Toolkits for Deep Learning Maximilian Pintz Joachim Sicking Maximilian Poretschkin Maram Akila ELM 76 6 0 02 May 2022
Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma Liangrui Pan Hetian Wang Lian-min Wang Boya Ji Mingting Liu M. Chongcheawchamnan Yuan Jin Shaoliang Peng ViT MedIm 52 36 0 29 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 73 37 0 10 Apr 2022
LaF: Labeling-Free Model Selection for Automated Deep Neural Network Reusing Qiang Hu Yuejun Guo Maxime Cordy Xiaofei Xie Mike Papadakis Yves Le Traon 73 5 0 08 Apr 2022
PCB Component Detection using Computer Vision for Hardware Assurance Wenwei Zhao S. Gurudu S. Taheri Shajib Ghosh Mukhil Azhagan Mallaiyan Sathiaseelan Navid Asadizanjani 16 20 0 17 Feb 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 93 195 0 15 Feb 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 52 8 0 20 Jan 2022
CISRNet: Compressed Image Super-Resolution Network Agus Gunawan Sultan Rizky Hikmawan Madjid SupR 161 1 0 16 Jan 2022
Multimodal Fake News Detection Santiago Alonso-Bartolome Isabel Segura-Bedmar 72 67 0 09 Dec 2021
Smart Data Representations: Impact on the Accuracy of Deep Neural Networks Oliver Neumann Nicole Ludwig Marian Turowski Benedikt Heidrich V. Hagenmeyer Ralf Mikut AI4TS 51 1 0 17 Nov 2021
Statistical Perspectives on Reliability of Artificial Intelligence Systems Yili Hong J. Lian Li Xu Jie Min Yueyao Wang Laura J. Freeman Xinwei Deng 68 33 0 09 Nov 2021
Problem Learning: Towards the Free Will of Machines Yongfeng Zhang FaML 63 2 0 01 Sep 2021
Deep Adversarially-Enhanced k-Nearest Neighbors Ren Wang Tianqi Chen Alfred Hero 87 0 0 15 Aug 2021
AGAR a microbial colony dataset for deep learning detection Sylwia Majchrowska J. Pawlowski Grzegorz Gula T. Bonus Agata Hanas Adam Loch A. Pawlak J. Roszkowiak Tomasz Golan Z. Drulis-Kawa 41 24 0 03 Aug 2021
S2Looking: A Satellite Side-Looking Dataset for Building Change Detection Li Shen Yao Lu Hao Chen Hao Wei Donghai Xie Jiabao Yue Rui Chen Shouye Lv Bitao Jiang 97 145 0 20 Jul 2021
Identifying High Accuracy Regions in Traffic Camera Images to Enhance the Estimation of Road Traffic Metrics: A Quadtree-Based Method Yue Lin N. Xiao 23 4 0 26 Jun 2021
Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review Lei Li V. Zimmer Julia A. Schnabel Xiahai Zhuang 69 40 0 18 Jun 2021
Edge Detection for Satellite Images without Deep Networks Joshua Abraham C. Wloka 43 3 0 26 May 2021
What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review André Victória Matias João Gustavo Atkinson Amorim Luiz Antonio Buschetto Macarini Allan Cerentini A. S. Onofre F. Onofre Felipe Perozzo Daltoé M. Stemmer A. V. Wangenheim 100 20 0 24 May 2021
Rock Hunting With Martian Machine Vision David Noever S. M. Noever 433 3 0 09 Apr 2021
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery Amirabbas Davari Saahil Islam T. Seehaus M. Braun Andreas Maier Vincent Christlein 42 20 0 16 Feb 2021
Video Analytics on IoT devices Sree Premkumar Vimal Premkumar R. Dhakshinamurthy 25 2 0 15 Feb 2021
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices Nael Fasfous M. Vemparala Alexander Frickenstein Lukas Frickenstein W. Stechele CVBM 87 34 0 06 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 120 97 0 29 Jan 2021
Classic versus deep learning approaches to address computer vision challenges Nati Ofir Jean-Christophe Nebel VLM 29 5 0 24 Jan 2021
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models M. Motamedi Jessica Dawson Na Li D. Down N. Heddle AI4TS 40 21 0 06 Jan 2021
MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring Charles N. C. Freitas F. Cordeiro V. Macário 42 39 0 05 Dec 2020
Strawberry Detection Using a Heterogeneous Multi-Processor Platform S. Brandenburg Pedro Machado Nikesh Lama T. McGinnity 27 2 0 07 Nov 2020
Financial ticket intelligent recognition system based on deep learning Fukang Tian Haiyu Wu Bo Xu 26 2 0 29 Oct 2020
Interpretation of Swedish Sign Language using Convolutional Neural Networks and Transfer Learning Gustaf Halvardsson Johanna Peterson César Soto-Valero Benoit Baudry SLR 16 18 0 15 Oct 2020
An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images Lidia Talavera-Martínez P. Bibiloni Manuel González Hidalgo MedIm 14 4 0 10 Oct 2020
A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset David Azcona Kevin McGuinness Alan F. Smeaton MedIm 30 26 0 05 Oct 2020
Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic Data Roey Ron Gil Elbaz 18 0 0 28 Jul 2020
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry J. Walk Niklas Kühl J. Schäfer 28 4 0 24 Jul 2020
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis Alexander Treiss J. Walk Niklas Kühl UQCV 73 10 0 14 Jul 2020
Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network Denis Rangulov Muhammad Fahim 20 8 0 19 Jun 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 151 222 0 02 Mar 2020
Learning from Learning Machines: Optimisation, Rules, and Social Norms Travis LaCroix Yoshua Bengio 40 7 0 29 Dec 2019
Signed Input Regularization Saeid Asgari Taghanaki Kumar Abhishek Ghassan Hamarneh AAML 46 1 0 16 Nov 2019