Deep Learning vs. Traditional Computer Vision

30 October 2019

Papers citing "Deep Learning vs. Traditional Computer Vision"

50 / 92 papers shown

Title
Adaptive Object Detection with ESRGAN-Enhanced Resolution & Faster R-CNN Divya Swetha K Ziaul Haque Choudhury Hemanta Kumar Bhuyan Biswajit Brahma Nilayam Kumar Kamila ObjD 44 0 0 10 Jun 2025
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training Aneesh Deogan Wout Beks Peter Teurlings K. D. Vos Mark van den Brand R. V. D. Molengraft 3DGS 114 0 0 05 Jun 2025
A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation Zihui Ma Lingyao Li Juan Li Wenyue Hua Jingxiao Liu Qingyuan Feng Yuki Miura 27 0 0 03 Jun 2025
A computer vision-based model for occupancy detection using low-resolution thermal images Xue Cui Vincent Gbouna Zakka Minhyun Lee 33 0 0 13 May 2025
Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins Yiqing Shen Chenjia Li Bohan Liu Cheng-Yi Li Tito Porras Mathias Unberath 83 4 0 26 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 117 1 0 14 Mar 2025
SFTrack: A Robust Scale and Motion Adaptive Algorithm for Tracking Small and Fast Moving Objects Inpyo Song Jangwon Lee 112 0 0 26 Oct 2024
Assisted Physical Interaction: Autonomous Aerial Robots with Neural Network Detection, Navigation, and Safety Layers Andrea Berra V. N. Sankaranarayanan Achilleas Santi Seisa Julien Mellet Udayanga G. W. K. N. Gamage ... Silvia Tolu Matteo Fumagalli G. Nikolakopoulos Miguel Ángel Trujillo Soto Guillermo Heredia 145 3 0 21 Oct 2024
Bi-temporal Gaussian Feature Dependency Guided Change Detection in Remote Sensing Images Yi Xiao B. Luo Jun Liu X. Su Wei Wang 102 0 0 12 Oct 2024
Personalized Federated Learning for Generative AI-Assisted Semantic Communications Yubo Peng Feibo Jiang Li Dong Kezhi Wang Kun Yang 87 2 0 03 Oct 2024
Vision-based Xylem Wetness Classification in Stem Water Potential Determination Pamodya Peiris Aritra Samanta Caio Mucchiani Cody Simons Amit K. Roy-Chowdhury Konstantinos Karydis 38 1 0 24 Sep 2024
PADetBench: Towards Benchmarking Physical Attacks against Object Detection Jiawei Lian Jianhong Pan L. Wang Yi Wang Lap-Pui Chau Shaohui Mei AAML 106 0 0 17 Aug 2024
Autonomous Integration of Bench-Top Wet Lab Equipment Zachary Logan Kam Undieh Mohammad Goli 42 0 0 02 Aug 2024
Improving Domain Adaptation Through Class Aware Frequency Transformation Vikash Kumar Himanshu Patil Rohit Lal Anirban Chakraborty 68 6 0 28 Jul 2024
Dataset Distillation by Automatic Training Trajectories Dai Liu Jindong Gu Hu Cao Carsten Trinitis Martin Schulz DD 92 13 0 19 Jul 2024
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain P. Zyblewski Jakub Klikowski Weronika Borek-Marciniec Pawel Ksieniewicz 83 0 0 15 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 87 0 0 25 Jun 2024
SCKansformer: Fine-Grained Classification of Bone Marrow Cells via Kansformer Backbone and Hierarchical Attention Mechanisms Yifei Chen Zhu Zhu Shenghao Zhu Linwei Qiu Binfeng Zou ... Feiwei Qin Jin Fan Changmiao Wang Yu Gao Gang Yu MedIm 84 17 0 14 Jun 2024
Cross-view geo-localization: a survey Abhilash Durgam Sidike Paheding Vikas Dhiman Vijay Devabhaktuni ObjD 87 3 0 14 Jun 2024
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth R. Mekala Elias Garratt Matthias Muehle Arjun Srinivasan Adam A. Porter Mikael Lindvall 62 1 0 10 Apr 2024
Neural Additive Image Model: Interpretation through Interpolation Arik Reuter Anton Thielmann Benjamin Saefken DiffM 155 1 0 06 Mar 2024
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection Jiajia Li Dong Chen Xunyuan Yin Zhao Li 78 11 0 06 Mar 2024
Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review F. X. Gaya-Morey Cristina Manresa-Yee Jose Maria Buades Rubio 76 17 0 22 Jan 2024
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration Mike Heddes Narayan Srinivasa T. Givargis Alexandru Nicolau 270 0 0 12 Jan 2024
Overcome the Fear Of Missing Out: Active Sensing UAV Scanning for Precision Agriculture Marios Krestenitis Emmanuel K. Raptis Athanasios Ch. Kapoutsis Konstantinos Ioannidis Elias B. Kosmatopoulos S. Vrochidis 72 9 0 15 Dec 2023
Security Fence Inspection at Airports Using Object Detection Nils Friederich Andreas Specker Jürgen Beyerer 59 2 0 18 Nov 2023
Analyzing Near-Infrared Hyperspectral Imaging for Protein Content Regression and Grain Variety Classification Using Bulk References and Varying Grain-to-Background Ratios Ole-Christian Galbo Engstrøm E. Dreier Birthe Pontoppidan Møller Jespersen Kim Steenstrup Pedersen 24 4 0 07 Nov 2023
Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data? Guopeng Li V. Knoop J. W. C. J. V. Lint 45 1 0 31 Oct 2023
A Survey on Knowledge Editing of Neural Networks Vittorio Mazzia Alessandro Pedrani Andrea Caciolai Kay Rottmann Davide Bernardi KELM 123 25 0 30 Oct 2023
UAVs and Neural Networks for search and rescue missions H. Surmann Artur Leinweber Gerhard Senkowski Julien Meine Dominik Slomma 38 0 0 09 Oct 2023
Deep Model Fusion: A Survey Weishi Li Yong Peng Miao Zhang Liang Ding Han Hu Li Shen FedML MoMe 117 62 0 27 Sep 2023
Autoencoder-Based Visual Anomaly Localization for Manufacturing Quality Control Devang Mehta Noah Klarmann 39 4 0 13 Sep 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 143 2 0 06 Sep 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul Keno Moenck Arne Wendt Philipp Prünte Julian Koch Arne Sahrhage ... Falko Kähler Dirk Holst Martin Gomse Thorsten Schuppstuhl Daniel Schoepflin VLM 81 6 0 24 Jul 2023
Automating Wood Species Detection and Classification in Microscopic Images of Fibrous Materials with Deep Learning Lars Nieradzik Jördis Sieburg-Rockel Stephanie Helmling J. Keuper Thomas Weibel Andrea Olbrich Henrike Stephani 69 6 0 18 Jul 2023
Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning Pradyumna Elavarthi Arun J. Bhattacharjee A. P. Y. Puente Anca L. Ralescu 63 0 0 24 Jun 2023
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models Roy Voetman Maya Aghaei K. Dijkstra DiffM 98 12 0 16 Jun 2023
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations VS Vibashan Ning Yu Chen Xing Can Qin M. Gao Juan Carlos Niebles Vishal M. Patel Ran Xu VLM ISeg 78 18 0 29 Mar 2023
Artificial Intelligence for Sustainability: Facilitating Sustainable Smart Product-Service Systems with Computer Vision J. Walk Niklas Kühl Michael Saidani Jürgen Schatte 52 27 0 17 Mar 2023
Model-Agnostic Federated Learning Gianluca Mittone Walter Riviera Iacopo Colonnelli Robert Birke Marco Aldinucci FedML 51 7 0 08 Mar 2023
Synthetic data generation method for data-free knowledge distillation in regression neural networks Tianxun Zhou K. Chiam 95 7 0 11 Jan 2023
Autonomous Strawberry Picking Robotic System (Robofruit) Soran Parsa Bappaditya Debnath Muhammad Arshad Khan Amir Ghalamzan 81 4 0 10 Jan 2023
A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization JIAN-PENG Cao Chao Qian Yihui Huang Dicheng Chen Yuncheng Gao Jiyang Dong D. Guo X. Qu 132 1 0 29 Dec 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 127 320 0 27 Nov 2022
A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning J. Barkai M. Verheijen Estefania Talavera Martinez M. Wilkinson 32 0 0 23 Nov 2022
Learning Visual Representation of Underwater Acoustic Imagery Using Transformer-Based Style Transfer Method Xiaoteng Zhou Changli Yu S. Yuan Xin Yuan Hang Yu Citong Luo ViT 64 1 0 10 Nov 2022
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 63 22 0 09 Nov 2022
Aerial Manipulation Using a Novel Unmanned Aerial Vehicle Cyber-Physical System Caiwu Ding Hongwu Peng Lu Lu Caiwen Ding 52 0 0 27 Oct 2022
Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods P. D. Alfano Vito Paolo Pastore Lorenzo Rosasco Francesca Odone 49 7 0 16 Sep 2022
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances Baolin Li Rohan Basu Roy Tirthak Patel V. Gadepally K. Gettings Devesh Tiwari 55 25 0 23 Jul 2022