Handheld arthropod detection device
Various embodiments include systems and methods of arthropod detection using an electronic arthropod detection device. The electronic arthropod detection device may scan a surface or a subject using one or both of a hyperspectral image sensor or a multispectral image sensor that is sensitive to multiple bands of electromagnetic radiation to detect the presence or likely presence of an arthropod in a region of interest (ROI). A camera sensitive to a visible band of electromagnetic radiation may be used to capture at least one image and provides the image(s) to an object detection model in response to determining that an arthropod is or is likely present in the ROI. Hyperspectral and/or multispectral images may be provided to the object detection model alone or in combination with visible light image(s). A processor may initiate an arthropod detected procedure in response to detecting an arthropod in the ROI.
1. A method of arthropod detection using an electronic arthropod detection device, the method comprising:
receiving an indication associated with a type of arthropod to be detected;
retrieving a first object detection model from a plurality of object detection models in response to receiving the indication associated the type of arthropod to be detected;
scanning a subject using one or both of a hyperspectral image sensor or a multispectral image sensor of the electronic arthropod detection device that is sensitive to multiple bands of electromagnetic radiation;
determining, by a processor of the electronic arthropod detection device, whether an arthropod is or is likely present in a region of interest (ROI) based on data from the hyperspectral image sensor and/or multispectral image sensor, and
initiating an arthropod detected procedure using the first object detection model in response to determining that an arthropod is detected in the ROI.
2. The method of claim 1 , wherein initiating an arthropod detected procedure using the first object detection model comprises:
capturing, by the electronic arthropod detection device, at least one image of the ROI by an imaging sensor sensitive to a visible band of electromagnetic radiation; and
using the first object detection model to determine whether an arthropod is detected in the at least one image captured by the imaging sensor sensitive to a visible band of electromagnetic radiation.
3. The method of claim 1 , wherein initiating the arthropod detected procedure using the first object detection model comprises one or more of displaying an indication that an arthropod has been detected, generating an audio indicator corresponding to the detected arthropod, displaying an image of the detected arthropod, displaying instructions associated with how to remove the arthropod from the subject or the surface, and displaying medical follow-up information.
4. An electronic arthropod detection device, comprising:
one or both of a hyperspectral image sensor or a multispectral image sensor sensitive to multiple bands of electromagnetic radiation;
a camera configured to generate an image from a visible light band of electromagnetic radiation;
a memory; and
a processor coupled to the memory, the camera and the sensor, wherein the processor is configured with processor-executable instructions to perform operations comprising:
receiving an indication associated with a type of arthropod to be detected;
retrieving a first object detection model from a plurality of object detection models stored in the memory in response to receiving the indication associated the type of arthropod to be detected;
receiving data from one or both of the hyperspectral image sensor or the multispectral image sensor while the electronic arthropod detection device scans a subject;
determining whether an arthropod is or is likely present in a region of interest (ROI) based on data from the one or both of the hyperspectral image sensor or the multispectral image sensor, and
initiating an arthropod detected procedure using the first object detection model in response to determining that an arthropod is detected in the at least one image.
5. The electronic arthropod detection device of claim 4 , wherein the processor is configured with processor-executable instructions to perform operations such that initiating the arthropod detected procedure using the first object detection model comprises one or more of displaying an indication that an arthropod has been detected, generating an audio indicator corresponding to the detected arthropod, displaying an image of the detected arthropod, displaying instructions associated with how to remove the arthropod from the subject or the surface, or displaying medical follow-up information.
6. The electronic arthropod detection device of claim 4 , wherein the processor is configured with processor-executable instructions to perform operations such that initiating the arthropod detected procedure using the first object detection model comprises:
capturing, by the camera, at least one image of the ROI in response to determining that an arthropod is or is likely present in the ROI; and
processing the at least one image using the first object detection model to determine whether an arthropod is detected in the at least one image.
7. An arthropod detection device, comprising:
means for receiving an indication associated with a type of arthropod to be detected;
means for retrieving a first object detection model from a plurality of object detection models in response to receiving the indication associated the type of arthropod to be detected;
means for scanning a subject in multiple bands of electromagnetic radiation;
means for determining, by a processor of the electronic arthropod detection device, whether an arthropod is or is likely present in a region of interest (ROI) based on data from scanning the subject in multiple bands of electromagnetic radiation, and
means for initiating an arthropod detected procedure using the first object detection model in response to determining that an arthropod is detected in the at least one image.
8. The arthropod detection device of claim 7 , wherein means for initiating the arthropod detected procedure using the first object detection model comprises:
means for capturing at least one image of the ROI by an imaging sensor sensitive to a visible band of electromagnetic radiation; and
means for processing the at least one image using the first object detection model to determine whether an arthropod is detected in the at least one image.
9. The arthropod detection device of claim 7 , wherein means for initiating the arthropod detected procedure using the first object detection model comprises one or more of means for displaying an indication that an arthropod has been detected, means for generating an audio indicator corresponding to the detected arthropod, displaying an image of the detected arthropod, means for displaying instructions associated with how to remove the arthropod from the subject or the surface, or means for displaying medical follow-up information.