Detecting rocks in challenging mining environments using ...

A novel approach called Rocky-CenterNet is proposed for detecting rocks. Unlike other object detectors, Rocky-CenterNet uses ellipses to enclose a rock's ...

Detecting Rocks in Challenging Mining Environments, Using ...

This capsule allows testing the results shown in the paper "Detecting Rocks in Challenging Mining Environments using Convolutional Neural Networks and ...

Detecting Rocks in Challenging Mining Environments using ...

Request PDF | Detecting Rocks in Challenging Mining Environments using Convolutional Neural Networks and Ellipses as an alternative to Bounding Boxes | The ...

Detecting rocks in challenging mining environments using ...

In this work, a novel approach called Rocky-CenterNet is proposed for detecting rocks. Unlike other object detectors, Rocky-CenterNet uses ellipses to enclose a ...

Replication Data for: Detecting Rocks in Challenging Mining ...

Replication Data for: Detecting Rocks in Challenging Mining Environments using Convolutional Neural Networks and Ellipses as an alternative to ...

Rock Characterization for Mineral Exploration - Bruker

Modern explorationists are presented with a myriad of tools to aid targeting, detection and characterization of new ore deposits.

Fast Rock Detection in Visually Contaminated Mining Environments ...

Advances in machine learning algorithms have allowed object detection and classification to become booming areas. The detection of objects, such as rocks, ...

How does geological mapping ensure the safety of mining operations?

During the mine design phase, geological mapping provides engineers with crucial information such as the type of rock, their strength, distribution, and ...

Sensing the Gap Forum 2024 - Sensor Portfolio Page - Mining3

By collaborating with members and partners, we've gained a deep understanding of the challenging mining environment and its unique needs. ... We work with ...

(PDF) Fast Rock Detection in Visually Contaminated Mining ...

Advances in machine learning algorithms have allowed object detection and classification to become booming areas. The detection of objects, ...

Accurate real-time obstacle detection of coal mine driverless electric ...

The harsh coal mine roadway environment leads to low detection accuracy of obstacles based on traditional detection methods such as LiDAR and ...

Using X-Ray Fluorescence (XRF) for Ore Analysis in Mining

Ore analysis in mining involves the identification of elements and minerals present in rocks. ... rock environments), adds further challenge.

Detecting rocks in challenging mining environments using ...

A detector named Rocky-CenterNet is proposed that detects rocks as ellipses. • Four rock detectors are compared respect to performance and speed. • Rocky- ...

A Multi-Faceted Approach for Underwater Sonar Rock vs Mine ...

Abstract: A significant challenge of underwater object classification distinguishing sonar rocks from buried mines is crucial in maritime and naval security ...

Enhancing 3D Rock Localization in Mining Environments Using ...

The system employed the PP-YOLO algorithm for 2D detection and 3D reconstruction from point cloud data, achieving a detection speed of 13.8 ms, a mean Average ...

Application of Image Sensing System in Mineral/Rock Identification ...

The traditional identification method is to manually label samples according to their appearance and compare them with known minerals/rocks to ...

Muography and Its Potential Applications to Mining and Rock ...

With muography one can investigate density contrasts in much larger rock volumes than using expensive and time-consuming drilling, and create ...

A Study of Ground Penetrating Radar Methods in an Underground ...

While GPR has been utilized throughout several industries for anomaly detection, mapping, and validating other geophysical data sets, this ...

SONAR ROCK VS MINE PREDICTION USING XGBOOST AND ...

Identifying different types of underwater objects such as mines, rocks, and other similar entities can be a challenging task in sonar-based ...

Detection of Small-Scale Falling Rocks on Transportation Roads in ...

The purpose of this paper was to detect rocks with a size of about 10–40 cm on the transportation roads of open-pit mines. Because the volume of these rocks is ...