Papers Contour Detection
“Contour Detection” 태그가 달린 논문 69편 · 필터 해제
Threshold-Based Automated Pest Detection System for Sustainable Agriculture
This paper presents a threshold-based automated pea weevil detection system, developed as part of the Microsoft FarmVibes project. Based on Internet-of-Things (IoT) and computer vision, the system is designed to monitor …
Contour DetectionManagementGUI Element Detection Using SOTA YOLO Deep Learning Models
Detection of Graphical User Interface (GUI) elements is a crucial task for automatic code generation from images and sketches, GUI testing, and GUI search. Recent studies have leveraged both old-fashioned and modern comp…
2D Object DetectionCode GenerationContour DetectionDeep Learning+5KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphs
Quantification of microscopy time-series of in vitro reconstituted motor driven microtubule (MT) transport in 'gliding assays' is typically performed using computational object tracking tools. However, these are limited …
Contour DetectionObject TrackingTime SeriesPerceptual learning in contour detection transfer across changes in contour path and orientation
The integration of local elements into shape contours is critical for target detection and identification in cluttered scenes. Previous studies have shown that observers can learn to use image regularities for contour in…
Contour DetectionSensitivitySpecificityAutArch: An AI-assisted workflow for object detection and automated recording in archaeological catalogues
The context of this paper is the creation of large uniform archaeological datasets from heterogeneous published resources, such as find catalogues - with the help of AI and Big Data. The paper is concerned with the chall…
Contour Detectionobject-detectionObject DetectionIntelligent Debris Mass Estimation Model for Autonomous Underwater Vehicle
Marine debris poses a significant threat to the survival of marine wildlife, often leading to entanglement and starvation, ultimately resulting in death. Therefore, removing debris from the ocean is crucial to restore th…
Contour DetectionImage SegmentationInstance SegmentationNavigate+5Tiny and Efficient Model for the Edge Detection Generalization
Most high-level computer vision tasks rely on low-level image operations as their initial processes. Operations such as edge detection, image enhancement, and super-resolution, provide the foundations for higher level im…
Boundary DetectionContour DetectionEdge DetectionImage Segmentation+1A Deep Active Contour Model for Delineating Glacier Calving Fronts
Choosing how to encode a real-world problem as a machine learning task is an important design decision in machine learning. The task of glacier calving front modeling has often been approached as a semantic segmentation …
Contour DetectionEdge DetectionSegmentationSemantic Segmentation$CrowdDiff$: Multi-hypothesis Crowd Density Estimation using Diffusion Models
Crowd counting is a fundamental problem in crowd analysis which is typically accomplished by estimating a crowd density map and summing over the density values. However, this approach suffers from background noise accumu…
Contour DetectionCrowd CountingDensity EstimationAn anatomy-based V1 model: Extraction of Low-level Features, Reduction of distortion and a V1-inspired SOM
We present a model of the primary visual cortex V1, guided by anatomical experiments. Unlike most machine learning systems our goal is not to maximize accuracy but to realize a system more aligned to biological systems. …
AnatomyContour DetectionModel extractionQuantizationHierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron
We present an automatic multilayer power plane generation method to accelerate the design of printed circuit boards (PCB). In PCB design, while automatic solvers have been developed to predict important indicators such a…
Contour DetectionSegmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus Images
Diabetic Retinopathy (DR) is a complication of long-standing, unchecked diabetes and one of the leading causes of blindness in the world. This paper focuses on improved and robust methods to extract some of the features …
ClusteringContour DetectionDiabetic Retinopathy DetectionRetinal Vessel Segmentation+2Computer vision application for improved product traceability in the granite manufacturing industry
The traceability of granite blocks consists in identifying each block with a finite number of color bands which represent a numerical code. This code has to be read several times throughout the manufacturing process, but…
Contour DetectionHardware-accelerated Mars Sample Localization via deep transfer learning from photorealistic simulations
The goal of the Mars Sample Return campaign is to collect soil samples from the surface of Mars and return them to Earth for further study. The samples will be acquired and stored in metal tubes by the Perseverance rover…
Contour DetectionPose EstimationTransfer LearningComputer-aided Recognition and Assessment of a Porous Bioelastomer on Ultrasound Images for Regenerative Medicine Applications
Biodegradable elastic scaffolds have attracted more and more attention in the field of soft tissue repair and tissue engineering. These scaffolds made of porous bioelastomers support tissue ingrowth along with their own …
BinarizationClusteringContour DetectionPyMiceTracking: An Open-Source Toolbox for Real-Time Behavioral Neuroscience Experiments
The development of computational tools allows the advancement of research in behavioral neuroscience and elevates the limits of experiment design. Many behavioral experiments need to determine the animal's position f…
Contour DetectionDecision MakingPositionHyperparameter selection for Discrete Mumford-Shah
This work focuses on a parameter-free joint piecewise smooth image denoising and contour detection. Formulated as the minimization of a discrete Mumford-Shah functional and estimated via a theoretically grounded alternat…
Contour DetectionDenoisingImage DenoisingImage ReconstructionICDAR 2021 Competition on Historical Map Segmentation
This paper presents the final results of the ICDAR 2021 Competition on Historical Map Segmentation (MapSeg), encouraging research on a series of historical atlases of Paris, France, drawn at 1/5000 scale between 1894 and…
Contour DetectionDocument Layout AnalysisInstance SegmentationLine Detection+2First arrival picking using U-net with Lovasz loss and nearest point picking method
We proposed a robust segmentation and picking workflow to solve the first arrival picking problem for seismic signal processing. Unlike traditional classification algorithm, image segmentation method can utilize the loca…
Contour DetectionImage SegmentationSegmentationSemantic SegmentationRecurrent neural circuits for contour detection
We introduce a deep recurrent neural network architecture that approximates visual cortical circuits. We show that this architecture, which we refer to as the gamma-net, learns to solve contour detection tasks with bette…
Contour Detection