Igor Jovančević
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View article: Utilizing large pre-trained monocular depth models for machining setup inspection and measurement
Utilizing large pre-trained monocular depth models for machining setup inspection and measurement Open
International audience
View article: Detection and characterization of damages on mechanical parts via 3D point cloud processing
Detection and characterization of damages on mechanical parts via 3D point cloud processing Open
International audience
View article: Airplane panels inspection via 3D point cloud segmentation on low-volume training dataset
Airplane panels inspection via 3D point cloud segmentation on low-volume training dataset Open
International audience
View article: A Hardware-oriented Approach for Efficient Active Inference Computation and Deployment
A Hardware-oriented Approach for Efficient Active Inference Computation and Deployment Open
Active Inference (AIF) offers a robust framework for decision-making, yet its computational and memory demands pose challenges for deployment, especially in resource-constrained environments. This work presents a methodology that facilitat…
View article: Special Section Guest Editorial: Quality Control by Artificial Vision VII
Special Section Guest Editorial: Quality Control by Artificial Vision VII Open
Issue du 16th international conference on quality control by artificial vision 2023 - Albi
View article: Defect Characterization on Complex Shape Aeronautical Parts via 3D Point Cloud Processing
Defect Characterization on Complex Shape Aeronautical Parts via 3D Point Cloud Processing Open
Copyright IEEE
View article: Collaborative real-time vision-based device for olive oil production monitoring
Collaborative real-time vision-based device for olive oil production monitoring Open
This paper proposes an innovative approach to improving quality control of olive oil manufacturing and preventing damage to the machinery caused by foreign objects. We developed a computer-vision-based system that monitors the input of an …
View article: Designing a Competency-Focused Course on Applied AI Based on Advanced System Research on Business Requirements
Designing a Competency-Focused Course on Applied AI Based on Advanced System Research on Business Requirements Open
The consortium of “The Future is in Applied Artificial Intelligence” Project designed the first competency-based applied artificial intelligence curriculum at the higher-education institution level. The development was based on advanced sy…
View article: Domain shared features for visual inspection of complex mechanical assemblies based on synthetically generated data
Domain shared features for visual inspection of complex mechanical assemblies based on synthetically generated data Open
Issue du 16th international conference on quality control by artificial vision 2023 - Albi
View article: Automatic visual inspection of mechanical assemblies via 3Dpoint cloud classification with deep neural networks
Automatic visual inspection of mechanical assemblies via 3Dpoint cloud classification with deep neural networks Open
In this work, we are focused on conformity control of complex aeronautical mechanical assemblies,typically an aircraft engine, at the end or in the middle of the assembly process. A 3D scannercarried by a robot arm provides acquisitions of…
View article: Visual inspection of complex mechanical assemblies based on Siamese networks for 3D point clouds
Visual inspection of complex mechanical assemblies based on Siamese networks for 3D point clouds Open
International audience
View article: Detection and characterization of defects on mechanical structures by using 3D vision
Detection and characterization of defects on mechanical structures by using 3D vision Open
International audience
View article: Inspection of mechanical assemblies based on 3D deep learning segmentation
Inspection of mechanical assemblies based on 3D deep learning segmentation Open
International audience
View article: Front Matter: Volume 12749
Front Matter: Volume 12749 Open
International audience
View article: TinderAI: Support System for Matching AI Algorithms and Embedded Devices
TinderAI: Support System for Matching AI Algorithms and Embedded Devices Open
Artificial Intelligence (AI) is becoming increasingly important and pervasive in the modern world. The widespread adoption of AI algorithms is reflected in the extensive range of HW devices on which they can be deployed, from high-performa…
View article: Learning deep domain-agnostic features from synthetic renders for industrial visual inspection
Learning deep domain-agnostic features from synthetic renders for industrial visual inspection Open
International audience
View article: Inspection of mechanical assemblies based on 3D deep learning approaches
Inspection of mechanical assemblies based on 3D deep learning approaches Open
International audience
View article: On learning deep domain-invariant features from 2D synthetic images for industrial visual inspection
On learning deep domain-invariant features from 2D synthetic images for industrial visual inspection Open
International audience
View article: Learning Local Descriptor for Comparing Renders with Real Images
Learning Local Descriptor for Comparing Renders with Real Images Open
We present a method to train a deep-network-based feature descriptor to calculate discriminative local descriptions from renders and corresponding real images with similar geometry. We are interested in using such descriptors for automatic…
View article: Three-dimensional point cloud analysis for automatic inspection of complex aeronautical mechanical assemblies
Three-dimensional point cloud analysis for automatic inspection of complex aeronautical mechanical assemblies Open
International audience
View article: Classification using a three-dimensional sensor in a structured industrial environment
Classification using a three-dimensional sensor in a structured industrial environment Open
International audience
View article: Automatic inspection of aeronautical mechanical assemblies using 2D and 3D computer vision
Automatic inspection of aeronautical mechanical assemblies using 2D and 3D computer vision Open
International audience
View article: Automatic Inspection of Aeronautical Mechanical Assemblies by Matching the 3D CAD Model and Real 2D Images
Automatic Inspection of Aeronautical Mechanical Assemblies by Matching the 3D CAD Model and Real 2D Images Open
In the aviation industry, automated inspection is essential for ensuring quality of production. It allows acceleration of procedures for quality control of parts or mechanical assemblies. As a result, the demand of intelligent visual inspe…
View article: 3D point cloud analysis for automatic inspection of aeronautical mechanical assemblies
3D point cloud analysis for automatic inspection of aeronautical mechanical assemblies Open
International audience
View article: Exterior inspection of an aircraft using a Pan-Tilt-Zoom camera and a 3D scanner moved by a mobile robot : 2D image processing and 3D point cloud analysis
Exterior inspection of an aircraft using a Pan-Tilt-Zoom camera and a 3D scanner moved by a mobile robot : 2D image processing and 3D point cloud analysis Open
This thesis makes part of an industry oriented multi-partners project aimed at developing a mobile collaborative robot (a cobot), autonomous in its movements on the ground, capable of performing visual inspection of an aircraft during shor…
View article: Airplane tire inspection by image processing techniques
Airplane tire inspection by image processing techniques Open
International audience
View article: Matching CAD Model and Image Features for Robot Navigation and Inspection of an Aircraft
Matching CAD Model and Image Features for Robot Navigation and Inspection of an Aircraft Open
International audience