Abstract:
An image processing apparatus includes: a fluorescence intensity information storage configured to store therein fluorescence intensity information and fluorescence intensity information; and a processor including hardware. The processor is configured to: calculate intensities of fluorescence in a plurality of fluorescence images; create a three-dimensional fluorescence intensity distribution of the same living body from the calculated intensities of fluorescence of the plurality of fluorescence images; identify, by using the created fluorescence intensity distribution, body tissue that is matched with the fluorescence intensity information on the predetermined body tissue read from the fluorescence intensity information storage; identify, by using the created fluorescence intensity distribution, for each of pieces of the identified body tissue, a cell that is matched with the fluorescence intensity information on the detection target cell read from the fluorescence intensity information storage; and determine a state of the identified body tissue based on information on the identified cell.
Abstract:
A learning model preparation method includes: acquiring a non-specific binding specimen image representing a non-specific binding specimen that allows a reagent to act on a tissue containing the endogenous protein, the reagent developing a color in a non-specific binding region in which an endogenous protein exists; and preparing a first learning model by setting the non-specific binding specimen image to first learning data, and by allowing a learning device to learn the non-specific binding region, based on the first learning data.
Abstract:
Provided is a system for observing an object that emits fluorescence when irradiated with excitation light. The system includes: a hole unit having holes on a plane perpendicular to an optical axis of the objective lens to allow the excitation light to pass through the holes in a direction parallel to the optical axis; and an imaging unit including: an imaging lens configured to focus the fluorescence; a microlens array having microlenses arranged on a plane perpendicular to an optical axis of the imaging lens; and an image sensor having pixels configured to: receive the fluorescence via the objective lens, at least one of the holes, and the microlens array, the fluorescence being emitted when the object is irradiated with the excitation light having passed through at least one of the holes and the objective lens; and output an image signal in accordance with an intensity of the received fluorescence.
Abstract:
An information-processing apparatus includes a display displaying an image; a memory recording voice data having a voice pronounced at each of plural observation points of the image; a gaze detector generating gaze data by detecting a gaze of a user; a voice input device generating voice data associated with a time axis identical to that of the gaze data by receiving a voice of the user; and a processor to analyze a attention period where a attention degree of the gaze to each of the plural observation points is a predetermined value or greater, based on the gaze data, set a period where the voice is pronounced with respect to the voice data as an important voice period, based on the voice data, and generate calibration data based on a time lag between the attention period and the important voice period.
Abstract:
An information processing apparatus includes a processor comprising hardware, the processor being configured to execute: setting an utterance period, in which an uttering voice includes a keyword having an importance degree of a predetermined value or more, as an important period with respect to user's voice data input from an external device; and allocating a corresponding gaze period corresponding to the set important period to gaze data that is input from an external device and is correlated with the same time axis as in the voice data, and recording the corresponding gaze period in a memory.
Abstract:
An information processing device includes: a processor including hardware. The processor is configured to analyze, based on gaze data obtained by detecting a gaze of a user and input externally, an attention degree of the gaze of the user with respect to an observation image, allocate importance corresponding to the attention degree to speech data representing speech of the user, the speech data being input externally and being associated with a same time axis as a time axis of the gaze data, record the speech data and the importance in a storage, and set a region of interest in the observation image according to the attention degree and the importance.
Abstract:
An information processing apparatus is disclosed which includes a hardware processor configured to, analyze an attention degree of a gaze of a user, on the basis of gaze data in which the gaze of the user is detected, the gaze data being input externally, and assign an important degree according to the attention degree that is analyzed with respect to speech data of the user, the speech data being input externally, and is associated with a time axis that is a same as that of the gaze data to be recorded in a memory.
Abstract:
An image processing apparatus includes an image input unit configured to input a plurality of images acquired by imaging a specimen stained with non-fluorescent dye at a plurality of wavelength bands that are different from one another and a characteristic amount calculation unit configured to calculate a characteristic amount representing auto-fluorescence emitted by the specimen based on the plurality of images.
Abstract:
An information processing device includes: a processor including hardware, the processor being configured to cause a display to display a second image according to an input of an operation, the second image corresponding to a field of view corresponding to at least part of a first image contained in imaging data that is generated by capturing an observation subject, analyze change of the field of view over time to calculate an attention degree, and set a region of interest in the first image contained in the imaging data according to the attention degree.
Abstract:
An endoscope device includes: an insertion portion having an imaging optical system on a distal end of the insertion portion and configured to be inserted into a living body; a pressure detecting unit provided on the distal end of the insertion portion or ahead of the distal end and configured to detect contact with the living body by pressure; and an imaging unit configured to image an inside of the living body through the imaging optical system when a detection result of the pressure detecting unit satisfies a predetermined condition.