Abstract: A method and an apparatus for training a handwritten document categorizer are disclosed. For each category in a set into which handwritten documents are to be categorized, discriminative words are identified from the OCR output of a training set of typed documents labeled by category. A group of keywords is established including some of the discriminative words identified for each category. Samples of each of the keywords in the group are synthesized using a plurality of different type fonts. A keyword model is then generated for each keyword, parameters of the model being estimated, at least initially, based on features extracted from the synthesized samples. Keyword statistics for each of a set of scanned handwritten documents labeled by category are generated by applying the generated keyword models to word images extracted from the scanned handwritten documents. The categorizer is trained with the keyword statistics and respective handwritten document labels.

Abstract: An image processing system includes a plurality of intermediate data generating sections that analyzes distributed data of document data described in a page description language, and generates intermediate data; and a plurality of drawing data generating sections that acquires the intermediate data from the plurality of intermediate data generating sections and generates drawing data including information of pixels of a print image based on the acquired intermediate data. The plurality of intermediate data generating sections generates the intermediate data by pages of the document data. The plurality of drawing data generating sections corresponds to a plurality of different basic colors and generates the drawing data for the corresponding basic colors.

Abstract: The presently disclosed embodiments are directed generally to an improved electrostatographic imaging member in which the overcoat layer comprises cross-linkable polyester resins. The overcoat layer not only provides wear resistance, but it also provides higher charge transport efficiency and therefore better photoelectrical properties. In addition, the polyesters can cross-link with a variety of resins and thus provide good adhesion as well.

Abstract: There is provided a toner for electrostatic latent image developing, which includes a binder resin; a carbon black-surface treated with an isocyanate compound including a plurality of isocyanate groups which include one or more isocyanate groups that are not bonded to the carbon black; and a release agent having an acid value of about 5 mgKOH/g or higher and/or a hydroxyl value of about 5 mgKOH/g or higher.

Abstract: According to various embodiments, the present teachings include inventory control policies that are defined in terms of functions of aggregate cost rates, involving thresholds ? and an order-up-to point S. An embodiment of the present teachings includes a method. The method includes tracking an inventory position of each of the plurality of items by a logistics network and determining an item cost rate for each of the plurality of items based on the tracked inventory position. The method also includes determining an aggregate cost rate for the plurality of items based on the determined item cost rates, comparing the aggregate cost rate with a cost rate threshold ?, and ordering the plurality of items to an order-up-to point S if the compared aggregate cost rate is greater than or equal to the cost rate threshold ?.

Abstract: A photosensitive chip, including: at least one set of photosensors substantially aligned in a Y direction; and a layer of non-transmissive material including a plurality of openings. Each opening in the plurality of openings includes a respective center line and overlaps only a portion of a respective photosensor so that only the portion of the respective photosensor is photosensitive. The respective center lines for openings for each set of photosensors are not collinear in the Y direction. In an example embodiment, the plurality of openings includes at least one row of openings substantially aligned in an X direction, orthogonal to the Y direction. In an example embodiment, each opening has an equal width in an X direction, orthogonal to the Y direction.

Abstract: A developer storage case includes: a storage case that includes a discharge opening formed in the horizontal direction side surface thereof, that is formed in a flat shape having a horizontal direction width larger than the vertical direction height thereof, and that stores a developer therein; a delivery member that has a center of rotation disposed shifted to the discharge opening, that is rotatably supported on one end wall of the storage case, and that delivers the developer stored within the storage case; and a drive transmission member that is supported on the end portion of the delivery member, and that drives and rotates the delivery member.

Abstract: A powder storage container includes a container body, an opening formed in a portion of the container body, an opening-and-closing cover, a cover holding frame, a protrusion portion provided in the opening-and-closing cover, a blocking portion provided in the cover holding frame, a position regulating protrusion protruding from the cover holding frame, and a disengagement suppressing protrusion provided in the opening-and-closing cover. When the opening-and-closing cover takes such an attitude that the opening-and-closing cover is swingably supported by a contact portion, serving as a fulcrum, between the disengagement suppressing protrusion and the cover holding frame and is arranged along the opening-and-closing operation direction, a distal end position of the protrusion portion is located in a position where the distal end position can be released from the blocking portion.

Abstract: A method and apparatus for transmitting image production device-related information to a remote service facility is disclosed. The method may include receiving a request to transmit image production device-related information to a remote service facility, image production device-related information being at least one of registration information, diagnostic information, account information, copy count information, alert information, fault information, configuration information, and update information, receiving the image production device-related information, encoding the image production device-related information into one or more machine-readable markings, generating a paper user interface that includes the one or more machine-readable markings, receiving a transmission mode selection, and transmitting the paper user interface to the remote service facility using the selected transmission mode.

Abstract: A form reader includes a landmarks extractor configured to select textboxes of a converted document as form landmarks based on textual characteristics. A set of positional constraints constrain the form entries relative to the identified form landmarks. A constraints solver selects textboxes of the converted document as form entries by solving the set of positional constraints respective to a set of facts including the selected form landmarks and converted document. In some embodiments, the constraints solver includes a query engine configured to (i) construct a query in a logic programming language setting forth the set of positional constraints and the set of facts and to (ii) input said query to a logic programming language query solving engine and to (iii) receive a response from the query solving engine responsive to the input.

Abstract: A photoconductor comprising a supporting substrate, a photogenerating layer, and at least one charge transport layer comprised of at least one charge transport component, and wherein said photogenerating layer contains a light stabilizer.

Abstract: A control method for monitoring the cleaning performance of a single or multiple blade xerographic cleaning subsystem includes looking at the photoreceptor post-cleaner with a full width array sensor and adjusting the blade load on the photoreceptor to the minimum required to maintain effective cleaning. Blade load is adjusted using a stepper motor. Monitoring of cleaning failures can be done during non-print time, when a toner patch is developed to evaluate cleaning. Re-adjustment is needed periodically since environmental stresses can change, and the blade ages due to set and wear. Two toner patches at the ends of the blade with two stepper motors can be used to assure the same load from end to end.

Abstract: A method and system for performing sheet registration are disclosed. Output values for a sheet may be identified within a reference frame. A difference between each output value and a corresponding desired output value may be determined. Input values may be determined based on at least the differences. State feedback values may be determined based on information received from one or more sensors. Jerk values may be determined for multiple drive rolls based on the input values and the state feedback values. A desired angular velocity for each drive roll may be determined based on the corresponding jerk value. A motor voltage may be determined for each drive roll that tracks an observed angular velocity value to the desired angular velocity value. The jerk values may create a linear differential relationship between the input values and the output values. The steps may be performed multiple times.

Abstract: A photoconductor that includes, for example, a supporting substrate, a photogenerating layer, and at least one charge transport layer comprised of at least one charge transport component, and where the charge transport layer contains at least one of an ammonium salt.

Abstract: An image processing apparatus includes an image capturing section, a marker-image defecting section, a judging section and an output section. The image capturing section captures at least a part of a target image, which includes a plurality of marker images and a recognition target range defined by the plurality of marker images, to acquire a captured image. The marker-image detecting section detects the marker images from the captured image. The judging section judges based on a detection result, whether or not the recognition target range is included in the captured image. When the judging section judges that the recognition target range is not included in the captured image, the output section outputs guidance for capturing the recognition target range.

Abstract: A system, method, and resulting resilient belt type sheet compiler with a mixed sheet length mode is provided. The device includes a resilient belt transport for sequentially feeding sheets from a sheet inlet to a compiler tray, the compiler tray having a lead edge stop and a trail edge wall. A monitoring means is positioned proximate to the trail edge wall for detecting a lead end and a trail end of sequentially fed sheets from the sheet inlet to the compiler tray. A sheet brake, responsive to the monitoring means detecting a short sheet, selectively stalls the detected short sheet until a lead end of a subsequent sheet is detected by the sensor or subsequent sheets are absent.

Abstract: A recording material charging apparatus comprises: a pre-transcription charging section arranged between a transcribing section that transcribes a toner image retained by a toner image retaining body on a recording material having concavity and convexity and a conveying section that conveys the recording material to the transcribing section and is arranged closest to the transcribing section, the pre-transcription charging section charging the recording material that is to be conveyed to the transcribing section; and a voltage supplying section that supplies voltage of a polarity opposite to a charging polarity of the toner image retained in the toner image retaining body to the pre-transcription charging section.

Abstract: A fixing device includes a fixing belt, a pressure member that contacts the outer peripheral surface of the fixing belt, and at least one fixed sliding member on which the fixing belt slides. The fixed sliding member contacts the inner peripheral surface of the fixing belt. At least one of the fixing belt and the fixed sliding member includes a non-continuous diamond-like carbon layer on a sliding surface between the fixing belt and the fixed sliding member. The non-continuous diamond-like carbon layer is formed from a plurality of diamond-like carbon layer portions that are separated from one another by grooves.

Abstract: A photoconductor comprising a supporting substrate, a photogenerating layer, and at least one charge transport layer comprised of at least one charge transport component, and wherein at least one of the photogenerating layer and the charge transport layer contains at least one of a pyridinium salt and a tetrazolium salt.

Abstract: A processing device has plural processing modules executing a processing; and plural connectors each having a linking section, an associating section, and a controller. The linking section is able to link with at least one other connector at an input side or an output side. The associating section associates the connector with one of the processing modules. In accordance with a linked state, the controller controls the processing module associated by the associating section.