Deep learning-based face detection and recognition
Technical overview of face recognition pipeline and 68-point facial landmark localization using dlib and OpenCV, with a Python example for detection, ROI extraction, and visualization.
Technical overview of face recognition pipeline and 68-point facial landmark localization using dlib and OpenCV, with a Python example for detection, ROI extraction, and visualization.
Overview of access control system components, including identity recognition, sensors, controllers, locks, wiring, and detailed installation, commissioning and grounding guidelines.
Overview of under-display fingerprint recognition technologies (optical, ultrasonic, capacitive), comparing implementation trade-offs, production readiness, and industry trends.
Practical engineer's guide to face fusion using Delaunay triangulation, affine transforms and seamless cloning, covering landmark workflows and triangle-based warping.
Overview of hover touch (pre-touch): how capacitive self- and mutual-capacitance sensing enables hover detection on phones, tradeoffs, and practical applications.
Analysis of facial recognition in retail: how connected databases, camera placement and privacy concerns affect its effectiveness against shoplifting and evolving theft tactics.
Technical overview of touchscreen history and evolution, from Johnson's early prototype to Hurst's resistive touchscreen, adoption, materials, and multi-touch trends.
Overview of human-computer interaction (HCI): principles, roles and main interface types—GUI, voice, touch, gesture, VR/AR and brain-computer interfaces.
Technical overview of capacitive touchscreen structure and sensing principle, covering ITO layers, electrode placement, coupling capacitance, and touch coordinate calculation.
Overview of resistive and capacitive touchscreens: how capacitive touch detection uses coupling capacitance and ITO sensing layers, plus limitations like wet-screen drift.
Technical overview of capacitive screen operation and touchscreens: capacitive sensing, sensor arrays, multi-touch, plus resistive and pressure-based detection methods.
How capacitive touchscreens work and causes of touchscreen drift (capacitance drift), including contamination, unstable supply, temperature, static, plus troubleshooting steps.
Technical overview of face recognition access control systems, covering facial authentication, turnstile integration, security features, centralized management, and use cases.
Practical touchscreen repair cases and troubleshooting guide covering diagnostics, backlight and circuit fixes, calibration issues, grounding and connector remedies
Compare biometrics and face recognition: definitions, technical process, application areas, key differences, and privacy/security considerations.
Overview of palmprint recognition for payments: CIS imaging (global-shutter vs rolling-shutter, BSI+global-shutter), algorithm pipeline, vein verification, and market trade-offs.
Explains how capacitive touchscreen errors while charging stem from power-supply instability and charger noise, and recommends using genuine chargers, filtering, or firmware fixes.
Technical overview of touch sensing for microcontrollers, comparing capacitive and resistive interfaces, dedicated touch ICs, and MCU-based implementation trade-offs.
Technical overview of under-display fingerprint recognition methods: optical, ultrasonic, and capacitive; compares implementations, production maturity, and development trends.
Diagnose and fix intermittent smartphone touchscreen unresponsiveness with six steps: test chargers/outlets, charge from PC, reboot, use recovery mode and avoid unofficial ROMs.