Subclasses list- 100 APPLICATIONS
Patents: 3234 Patent Applications: 1837 - 101 Mail processing
Patents: 370 Patent Applications: 96 - 102 ZIP code
Patents: 55 Patent Applications: 4 - 103 Target tracking or detecting
Patents: 2132 Patent Applications: 2057 - 104 Vehicle or traffic control (e.g., auto, bus, or train)
Patents: 713 Patent Applications: 386 - 105 License plate
Patents: 61 Patent Applications: 44 - 106 Range or distance measuring
Patents: 432 Patent Applications: 405 - 107 Motion or velocity measuring
Patents: 949 Patent Applications: 493 - 108 Surface texture or roughness measuring
Patents: 282 Patent Applications: 65 - 109 Seismic or geological sample measuring
Patents: 106 Patent Applications: 51 - 110 Animal, plant, or food inspection
Patents: 254 Patent Applications: 99 - 111 Textiles or clothing
Patents: 139 Patent Applications: 25 - 112 Document or print quality inspection (e.g., newspaper, photographs, etc.)
Patents: 564 Patent Applications: 158 - 113 Reading maps, graphs, drawings, or schematics
Patents: 207 Patent Applications: 86 - 114 Reading aids for the visually impaired
Patents: 79 Patent Applications: 21 - 115 Personnel identification (e.g., biometrics)
Patents: 1278 Patent Applications: 660 - 116 Using a combination of features (e.g., signature and fingerprint)
Patents: 409 Patent Applications: 63 - 117 Using a characteristic of the eye
Patents: 431 Patent Applications: 243 - 118 Using a facial characteristic
Patents: 1170 Patent Applications: 868 - 119 Using a signature
Patents: 283 Patent Applications: 69 - 120 Sensing pressure together with speed or acceleration
Patents: 43 Patent Applications: 30 - 121 Sensing pressure only
Patents: 53 Patent Applications: 1 - 122 Sensing speed or acceleration only
Patents: 39 Patent Applications: 3 - 123 Sensing geometrical properties
Patents: 68 Patent Applications: 4 - 124 Using a fingerprint
Patents: 1280 Patent Applications: 681 - 125 Extracting minutia such as ridge endings and bifurcations
Patents: 396 Patent Applications: 97 - 126 With a guiding mechanism for positioning finger
Patents: 201 Patent Applications: 30 - 127 With a prism
Patents: 197 Patent Applications: 16 - 128 Biomedical applications
Patents: 2984 Patent Applications: 2701 - 129 DNA or RNA pattern reading
Patents: 234 Patent Applications: 38 - 130 Producing difference image (e.g., angiography)
Patents: 365 Patent Applications: 154 - 131 Tomography (e.g., CAT scanner)
Patents: 1255 Patent Applications: 1841 - 132 X-ray film analysis (e.g., radiography)
Patents: 1127 Patent Applications: 681 - 133 Cell analysis, classification, or counting
Patents: 675 Patent Applications: 307 - 134 Blood cells
Patents: 119 Patent Applications: 78 - 135 Reading paper currency
Patents: 553 Patent Applications: 128 - 136 Reading coins
Patents: 38 Patent Applications: 9 - 137 Reading bank checks (e.g., documents bearing E-13B type characters)
Patents: 331 Patent Applications: 125 - 138 Reading monetary amount
Patents: 84 Patent Applications: 14 - 139 Reading MICR data
Patents: 173 Patent Applications: 60 - 140 Including an optical imager or reader
Patents: 110 Patent Applications: 17 - 141 Manufacturing or product inspection
Patents: 1316 Patent Applications: 476 - 142 Bottle inspection
Patents: 91 Patent Applications: 17 - 143 Inspection of packaged consumer goods
Patents: 105 Patent Applications: 13 - 144 Mask inspection (e.g., semiconductor photomask)
Patents: 615 Patent Applications: 245 - 145 Inspection of semiconductor device or printed circuit board
Patents: 1008 Patent Applications: 298 - 146 Measuring external leads
Patents: 121 Patent Applications: 7 - 147 Inspecting printed circuit boards
Patents: 338 Patent Applications: 36 - 148 At plural magnifications or resolutions
Patents: 97 Patent Applications: 4 - 149 Fault or defect detection
Patents: 965 Patent Applications: 283 - 150 Faulty soldering
Patents: 155 Patent Applications: 21 - 151 Alignment, registration, or position determination
Patents: 722 Patent Applications: 116 - 152 Tool, workpiece, or mechanical component inspection
Patents: 334 Patent Applications: 100 - 153 Robotics
Patents: 229 Patent Applications: 88 - 154 3-D or stereo imaging analysis
Patents: 2135 Patent Applications: 1129 - 155 LEARNING SYSTEMS
Patents: 200 Patent Applications: 56 - 156 Neural networks
Patents: 353 Patent Applications: 41 - 157 Network learning techniques (e.g., back propagation)
Patents: 177 Patent Applications: 14 - 158 Network structures
Patents: 116 Patent Applications: 3 - 159 Trainable classifiers or pattern recognizers (e.g., adaline, perceptron)
Patents: 549 Patent Applications: 372 - 160 Generating a standard by statistical analysis
Patents: 81 Patent Applications: 31 - 161 Alphanumerics
Patents: 86 Patent Applications: 14 - 162 COLOR IMAGE PROCESSING
Patents: 1968 Patent Applications: 627 - 163 Drop-out color in image (i.e., color to be removed)
Patents: 157 Patent Applications: 57 - 164 Image segmentation using color
Patents: 625 Patent Applications: 236 - 165 Pattern recognition or classification using color
Patents: 910 Patent Applications: 433 - 166 Compression of color images
Patents: 800 Patent Applications: 256 - 167 Color correction
Patents: 2196 Patent Applications: 967 - 168 HISTOGRAM PROCESSING
Patents: 627 Patent Applications: 288 - 169 With a gray-level transformation (e.g., uniform density transformation)
Patents: 408 Patent Applications: 115 - 170 With pattern recognition or classification
Patents: 475 Patent Applications: 199 - 171 For segmenting an image
Patents: 290 Patent Applications: 90 - 172 For setting a threshold
Patents: 288 Patent Applications: 48 - 173 IMAGE SEGMENTATION
Patents: 1587 Patent Applications: 867 - 174 Using projections (i.e., shadow or profile of characters)
Patents: 174 Patent Applications: 16 - 175 Separating document regions using preprinted guides or markings
Patents: 255 Patent Applications: 36 - 176 Distinguishing text from other regions
Patents: 808 Patent Applications: 221 - 177 Segmenting individual characters or words
Patents: 309 Patent Applications: 74 - 178 Separating touching or overlapping characters
Patents: 141 Patent Applications: 7 - 179 Segmenting hand-printed characters
Patents: 108 Patent Applications: 9 - 180 Region labeling (e.g., page description language)
Patents: 305 Patent Applications: 88 - 181 PATTERN RECOGNITION
Patents: 868 Patent Applications: 395 - 182 Limited to specially coded, human-readable characters
Patents: 151 Patent Applications: 197 - 183 Characters formed entirely of parallel bars (e.g., CMC-7)
Patents: 116 Patent Applications: 11 - 184 With separate timing or alignment marks
Patents: 26 Patent Applications: 5 - 185 Ideographic characters (e.g., Japanese or Chinese)
Patents: 196 Patent Applications: 51 - 186 Unconstrained handwriting (e.g., cursive)
Patents: 391 Patent Applications: 129 - 187 On-line recognition of handwritten characters
Patents: 883 Patent Applications: 197 - 188 Writing on ordinary surface (i.e., electronics are in pen)
Patents: 169 Patent Applications: 34 - 189 With a display
Patents: 276 Patent Applications: 43 - 190 Feature extraction
Patents: 1235 Patent Applications: 1350 - 191 Multispectral features (e.g., frequency, phase)
Patents: 244 Patent Applications: 59 - 192 Feature counting
Patents: 172 Patent Applications: 31 - 193 Counting intersections of scanning lines with pattern
Patents: 43 Patent Applications: 3 - 194 Counting individual pixels or pixel patterns
Patents: 222 Patent Applications: 17 - 195 Local or regional features
Patents: 284 Patent Applications: 524 - 196 Slice codes
Patents: 28 Patent Applications: 1 - 197 Directional codes and vectors (e.g., Freeman chains, compasslike codes)
Patents: 280 Patent Applications: 44 - 198 Extracted from alphanumeric characters
Patents: 76 Patent Applications: 5 - 199 Pattern boundary and edge measurements
Patents: 1537 Patent Applications: 463 - 200 Measurements made on alphanumeric characters
Patents: 83 Patent Applications: 12 - 201 Point features (e.g., spatial coordinate descriptors)
Patents: 166 Patent Applications: 119 - 202 Linear stroke analysis (e.g., limited to straight lines)
Patents: 206 Patent Applications: 33 - 203 Shape and form analysis
Patents: 758 Patent Applications: 197 - 204 Topological properties (e.g., number of holes in a pattern, connectivity, etc.)
Patents: 125 Patent Applications: 10 - 205 Local neighborhood operations (e.g., 3x3 kernel, window, or matrix operator)
Patents: 355 Patent Applications: 22 - 206 Global features (e.g., measurements on image as a whole, such as area, projections, etc.)
Patents: 123 Patent Applications: 26 - 207 Waveform analysis
Patents: 96 Patent Applications: 23 - 208 With a tapped delay line
Patents: 6 Patent Applications: 0 - 209 Template matching (e.g., specific devices that determine the best match)
Patents: 902 Patent Applications: 382 - 210 Spatial filtering (e.g., holography)
Patents: 193 Patent Applications: 8 - 211 With electrically controlled light modulator or filter
Patents: 104 Patent Applications: 4 - 212 Nonholographic optical mask or transparency
Patents: 69 Patent Applications: 2 - 213 Using both positive and negative masks or transparencies
Patents: 24 Patent Applications: 1 - 214 With a display
Patents: 29 Patent Applications: 4 - 215 Using dynamic programming or elastic templates (e.g., warping)
Patents: 107 Patent Applications: 9 - 216 At multiple image orientations or positions
Patents: 158 Patent Applications: 20 - 217 Electronic template
Patents: 266 Patent Applications: 60 - 218 Comparator
Patents: 800 Patent Applications: 475 - 219 Determining both similarities and differences
Patents: 229 Patent Applications: 40 - 220 Calculating weighted similarity or difference (e.g., don`t-care areas)
Patents: 117 Patent Applications: 12 - 221 Counting difference pixels
Patents: 39 Patent Applications: 3 - 222 Using an Exclusive-OR gate
Patents: 38 Patent Applications: 1 - 223 Resistor matrix
Patents: 13 Patent Applications: 6 - 224 Classification
Patents: 904 Patent Applications: 597 - 225 Cluster analysis
Patents: 424 Patent Applications: 145 - 226 Sequential decision process (e.g., decision tree structure)
Patents: 257 Patent Applications: 26 - 227 With a multilevel classifier
Patents: 138 Patent Applications: 12 - 228 Statistical decision process
Patents: 401 Patent Applications: 69 - 229 Context analysis or word recognition (e.g., character string)
Patents: 431 Patent Applications: 149 - 230 Trigrams or digrams
Patents: 55 Patent Applications: 3 - 231 Checking spelling for recognition
Patents: 37 Patent Applications: 1 - 232 IMAGE COMPRESSION OR CODING
Patents: 3250 Patent Applications: 1033 - 233 Including details of decompression
Patents: 1442 Patent Applications: 475 - 234 Parallel coding architecture
Patents: 219 Patent Applications: 31 - 235 Substantial processing of image in compressed form
Patents: 429 Patent Applications: 41 - 236 Interframe coding (e.g., difference or motion detection)
Patents: 1543 Patent Applications: 349 - 237 Gray level to binary coding
Patents: 406 Patent Applications: 26 - 238 Predictive coding
Patents: 880 Patent Applications: 373 - 239 Adaptive coding (i.e., changes based upon history, activity, busyness, etc.)
Patents: 1500 Patent Applications: 348 - 240 Pyramid, hierarchy, or tree structure
Patents: 1202 Patent Applications: 209 - 241 Polygonal approximation
Patents: 130 Patent Applications: 5 - 242 Contour or chain coding (e.g., Bezier)
Patents: 287 Patent Applications: 19 - 243 Shape, icon, or feature-based compression
Patents: 589 Patent Applications: 129 - 244 Lossless compression
Patents: 288 Patent Applications: 87 - 245 Run-length coding
Patents: 466 Patent Applications: 50 - 246 Huffman or variable-length coding
Patents: 599 Patent Applications: 80 - 247 Arithmetic coding
Patents: 172 Patent Applications: 19 - 248 Transform coding
Patents: 846 Patent Applications: 143 - 249 Fractal
Patents: 119 Patent Applications: 22 - 250 Discrete cosine or sine transform
Patents: 800 Patent Applications: 128 - 251 Quantization
Patents: 885 Patent Applications: 187 - 252 Error diffusion or dispersion
Patents: 397 Patent Applications: 37 - 253 Vector quantization
Patents: 321 Patent Applications: 28 - 254 IMAGE ENHANCEMENT OR RESTORATION
Patents: 1426 Patent Applications: 641 - 255 Focus measuring or adjusting (e.g., deblurring)
Patents: 317 Patent Applications: 288 - 256 Object boundary expansion or contraction
Patents: 124 Patent Applications: 26 - 257 Dilation or erosion (e.g., opening or closing)
Patents: 228 Patent Applications: 13 - 258 Line thinning or thickening
Patents: 146 Patent Applications: 9 - 259 Skeletonizing
Patents: 87 Patent Applications: 1 - 260 Image filter
Patents: 1219 Patent Applications: 485 - 261 Adaptive filter
Patents: 543 Patent Applications: 161 - 262 Median filter
Patents: 147 Patent Applications: 16 - 263 Highpass filter (i.e., for sharpening or enhancing details)
Patents: 367 Patent Applications: 115 - 264 Lowpass filter (i.e., for blurring or smoothing)
Patents: 489 Patent Applications: 240 - 265 Recursive filter
Patents: 104 Patent Applications: 22 - 266 Edge or contour enhancement
Patents: 965 Patent Applications: 256 - 267 Minimize discontinuities in dot-matrix image data (i.e., connecting or merging the dots)
Patents: 83 Patent Applications: 4 - 268 Minimize discontinuities at boundaries of image blocks (i.e., reducing blocking effects or effects of wrap-around)
Patents: 384 Patent Applications: 125 - 269 Minimize jaggedness in edges (e.g., anti-aliasing)
Patents: 256 Patent Applications: 38 - 270 Variable threshold, gain, or slice level
Patents: 534 Patent Applications: 22 - 271 Based on the results of a count
Patents: 88 Patent Applications: 2 - 272 Based on a local average, mean, or median
Patents: 279 Patent Applications: 7 - 273 Based on peak levels
Patents: 155 Patent Applications: 5 - 274 Intensity, brightness, contrast, or shading correction
Patents: 1561 Patent Applications: 532 - 275 Artifact removal or suppression (e.g., distortion correction)
Patents: 1433 Patent Applications: 647 - 276 IMAGE TRANSFORMATION OR PREPROCESSING
Patents: 881 Patent Applications: 363 - 277 Transforming each dimension separately
Patents: 103 Patent Applications: 8 - 278 Correlation
Patents: 493 Patent Applications: 87 - 279 Convolution
Patents: 174 Patent Applications: 31 - 280 Fourier transform
Patents: 316 Patent Applications: 78 - 281 Walsh, Hough, or Hadamard transform
Patents: 135 Patent Applications: 28 - 282 Selecting a portion of an image
Patents: 607 Patent Applications: 96 - 283 Using a mask
Patents: 286 Patent Applications: 36 - 284 Combining image portions (e.g., portions of oversized documents)
Patents: 1319 Patent Applications: 467 - 285 Mapping 2-D image onto a 3-D surface
Patents: 346 Patent Applications: 103 - 286 Measuring image properties (e.g., length, width, or area)
Patents: 429 Patent Applications: 151 - 287 Detecting alignment marks
Patents: 194 Patent Applications: 17 - 288 Determining center of gravity or moment
Patents: 190 Patent Applications: 5 - 289 Determining amount an image is rotated or skewed
Patents: 396 Patent Applications: 61 - 290 Where the image is a character, word, or text
Patents: 117 Patent Applications: 8 - 291 Determining the position of an object
Patents: 625 Patent Applications: 80 - 292 Where the object is a character, word, or text
Patents: 76 Patent Applications: 5 - 293 Changing the image coordinates
Patents: 445 Patent Applications: 65 - 294 Registering or aligning multiple images to one another
Patents: 1032 Patent Applications: 340 - 295 To position or translate an image
Patents: 251 Patent Applications: 35 - 296 To rotate an image
Patents: 435 Patent Applications: 61 - 297 Rotation of image is limited to 90 degrees, 180 degrees, or 270 degrees
Patents: 156 Patent Applications: 5 - 298 To change the scale or size of an image
Patents: 990 Patent Applications: 268 - 299 Raising or lowering the image resolution (e.g., subpixel accuracy)
Patents: 840 Patent Applications: 206 - 300 Interpolation
Patents: 790 Patent Applications: 266 - 301 Where the image is an alphanumeric character
Patents: 50 Patent Applications: 1 - 302 Multilayered image transformations
Patents: 216 Patent Applications: 46 - 303 Pipeline processing
Patents: 164 Patent Applications: 21 - 304 Parallel processing
Patents: 238 Patent Applications: 13 - 305 Image storage or retrieval
Patents: 1323 Patent Applications: 417 - 306 Using identification indicia on document
Patents: 410 Patent Applications: 50 - 307 General purpose image processor
Patents: 143 Patent Applications: 44 - 308 Morphological operations (i.e., local neighborhood operations)
Patents: 199 Patent Applications: 9 - 309 EDITING, ERROR CHECKING, OR CORRECTION (E.G., POSTRECOGNITION PROCESSING)
Patents: 344 Patent Applications: 91 - 310 Correcting alphanumeric recognition errors
Patents: 137 Patent Applications: 8 - 311 Including operator interaction
Patents: 212 Patent Applications: 35 - 312 IMAGE SENSING
Patents: 711 Patent Applications: 100 - 313 Hand-held
Patents: 466 Patent Applications: 66 - 314 Sensing mechanism in stylus
Patents: 165 Patent Applications: 33 - 315 Sensing mechanism in platen
Patents: 101 Patent Applications: 0 - 316 Curve tracer
Patents: 51 Patent Applications: 1 - 317 Sensor control (e.g., OCR sheet controls copier or fax)
Patents: 296 Patent Applications: 33 - 318 Multiple scanning
Patents: 242 Patent Applications: 5 - 319 Prescanning
Patents: 103 Patent Applications: 2 - 320 Magnetic
Patents: 76 Patent Applications: 1 - 321 Optical (e.g., OCR)
Patents: 355 Patent Applications: 119 - 322 Single spot
Patents: 22 Patent Applications: 0 - 323 Single line
Patents: 92 Patent Applications: 0 - 324 Full retina
Patents: 87 Patent Applications: 3 - 325 MISCELLANEOUS
Patents: 34 Patent Applications: 7
| DefinitionGENERAL STATEMENT OF THE CLASS SUBJECT MATTER This is the generic class for apparatus and corresponding methods for the automated analysis of an image or recognition of a pattern*. Included herein are systems that transform an image for the purpose of (a) enhancing its visual quality prior to recognition, (b) locating and registering the image relative to a sensor or stored prototype, or reducing the amount of image data by discarding irrelevant data, and (c) measuring significant characteristics of the image. (1) Note. Automated document pattern* analysis or verification, which includes detection of alphanumerics, is classified in this class. (2) Note. To be classified herein, no actual recognition or identification need be performed. It is sufficient that substantial digital image processing, such as a coding, enhancement, or transformation process, be performed on the image data for classification herein. | Lines with other classes and within this classPattern* analysis or verification limited to the intrinsic properties of a document is classified elsewhere. Documents that are analyzed or verified by information content, such as pattern*s or alphanumeric characters, are classified in this class (382). Document verification limited to a photocell system is classified elsewhere. See References to Other Classes, below. Alphanumeric characters and other pattern*s are to be distinguished from coded indicia. Coded indicia are designed specifically to facilitate reading by machine and are not intended to be read by humans (e.g., the Universal Product Code on grocery items). Reading or sensing of coded indicia which does not include the recognition of any alphanumeric character or pattern* is classified elsewhere. However, reading or sensing of pattern*s or alphanumeric characters in combination with coded indicia is classified in this class (382). Example: Reading a credit card that contains a printed name plus a magnetic code is classified in Class 235 if only the magnetic code is read. Otherwise, if both the printed name and the magnetic code are read, classification is herein. The images analyzed and processed herein are images that are representative of a "real" scene (such as images obtained by a camera, scanner, or image detector), including obtained images of people, places, and things, wherein the image represents the actual scene. The presentation or generation of images that are (a) computer generated or otherwise artificial, or (b) a combination of computer-generated images and real images is properly classified elsewhere, including for computer graphics and control of data presentation with creation or manipulation of graphic objects or text performed by a computer or processor, and operator interfaces. See References to Other Classes, below. The specific processing of television pictures and signals, where a television system is an integral part of the system, is properly classified elsewhere. See References to Other Classes, below. When images generated by a television camera are processed, and the television system is not an integral part of the overall system, and the system is either disclosed or claimed in an environment with substantial digital image processing or in a pattern* recognition* environment, proper classification is herein. For systems directed to the processing of a displayed image, where the processing is directed to the altering of the display image or of the display system itself, proper classification is elsewhere. See References to Other Classes, below. The testing or measuring of distances, areas, volumes, thicknesses, or defects in objects is excluded from this class. However, where the measurements of these parameters are either disclosed or claimed in an environment with substantial digital image processing or in a pattern* recognition* environment, classification is in this class. Image analysis* having specific and significantly claimed utility in art environments external to this class is classified in the appropriate external classes unless it is specifically excluded therefrom. For example: radar, facsimile, color facsimile, coded record sensor; and purely optical systems for image processing are all excluded from this class. See references to Other Classes, below. Subcombinations specific to image analysis* or pattern* recognition are classified herein. |
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