Line Detection
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Benchmarks
Most implemented
Key Points Estimation and Point Instance Segmentation Approach for Lane Detection
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition
READ-BAD: A New Dataset and Evaluation Scheme for Baseline Detection in Archival Documents
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Literature Parsing Task B: Table Recognition to HTML
Fast 3D Line Segment Detection From Unorganized Point Cloud
Papers
End-to-End Text Line Detection and Ordering
Practical text-recognition pipelines for historical documents typically decompose layout analysis into line detection followed by a separate reading-order step, with the latter most often handled by a hand-coded geometri…
Line DetectionRailway Artificial Intelligence Learning Benchmark (RAIL-BENCH): A Benchmark Suite for Perception in the Railway Domain
Automated train operation on existing railway infrastructure requires robust camera-based perception, yet the railway domain lacks public benchmark suites with standardized evaluation protocols that would enable reproduc…
Multi-Object TrackingObject DetectionVisual OdometryLine DetectionRadar-based Pose Optimization for HD Map Generation from Noisy Multi-Drive Vehicle Fleet Data
High-definition (HD) maps are important for autonomous driving, but their manual generation and maintenance is very expensive. This motivates the usage of an automated map generation pipeline. Fleet vehicles provide suff…
Autonomous DrivingLine DetectionPoint CloudsOmnidirectional Solid-State mmWave Radar Perception for UAV Power Line Collision Avoidance
Detecting and estimating distances to power lines is a challenge for both human UAV pilots and autonomous systems, which increases the risk of unintended collisions. We present a mmWave radar-based perception system that…
Collision AvoidanceLine DetectionLine-based Event Preprocessing: Towards Low-Energy Neuromorphic Computer Vision
Neuromorphic vision made significant progress in recent years, thanks to the natural match between spiking neural networks and event data in terms of biological inspiration, energy savings, latency and memory use for dyn…
Line DetectionSpinal Line Detection for Posture Evaluation through Train-ing-free 3D Human Body Reconstruction with 2D Depth Images
The spinal angle is an important indicator of body balance. It is important to restore the 3D shape of the human body and estimate the spine center line. Existing mul-ti-image-based body restoration methods require expen…
Line Detection