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Using the JBIG-KIT library -------------------------- Markus Kuhn -- 2004-06-10 This text explains how to use the functions provided by the JBIG-KIT portable image compression library in your application software. 1 Introduction to JBIG We start with a short introduction to JBIG1. More detailed information is provided in the "Introduction and overview" section of the JBIG1 standard. Information on how to obtain a copy of the standard is available from <http://www.itu.int/> or <http://www.iso.ch/>. Image data encoded with the JBIG algorithm is separated into planes, layers, and stripes. Each plane contains one bit per pixel. The number of planes stored in a JBIG data stream is the number of bits per pixel. Resolution layers are numbered from 0 to D with 0 being the layer with the lowest resolution and D the one with the highest. Each next higher resolution layer has twice the number of rows and columns. Layer 0 is encoded independently of any other data, all other resolution layers are encoded as only the difference between the next lower and the current layer. For applications that require very quick access to parts of an image, it is possible to divide an image into several horizontal stripes. All stripes of one resolution layer have equal size, except perhaps the final one. The number of stripes of an image is equal in all resolution layers and in all bit planes. The compressed data stream specified by the JBIG standard is called a bi-level image entity (BIE). A BIE consists of a 20-byte header, followed by an optional 1728-byte table (usually not present, except in special applications) followed by a sequence of stripe data entities (SDE). Each SDE encodes the content of one single stripe in one plane of one resolution layer. Between the SDEs, other information blocks (called floating marker segments) can also be present. They are used to change certain parameters of the algorithm in the middle of an image or contain additional application specific information. A BIE looks like this: +------------------------------------------------+ | | | 20-byte header (with image size, #planes, | | #layers, stripe size, first layer, options, | | SDE ordering, ...) | | | +------------------------------------------------+ | | | optional 1728-byte table | | | +------------------------------------------------+ | | | optional floating marker segments | | | +------------------------------------------------+ | | | stripe data entity | | | +------------------------------------------------+ | | | optional floating marker segments | | | +------------------------------------------------+ | | | stripe data entity | | | +------------------------------------------------+ ... +------------------------------------------------+ | | | stripe data entity | | | +------------------------------------------------+ One BIE can contain all resolution layers of an image, but it is also possible to store various resolution layers in several BIEs. The BIE header contains the number of the first and the last resolution layer stored in this BIE, as well as the size of the highest resolution layer stored in this BIE. Progressive coding is deactivated by simply storing the image in one single resolution layer. Different applications might have different requirements for the order in which the SDEs for stripes of various planes and layers are stored in the BIE, so all possible sensible orderings are allowed by the standard and indicated by four bits in the header. It is possible to use the raw BIE data stream as specified by the JBIG standard directly as the format of a file used for storing images. This is what the pbmtojbg and jbgtopbm conversion tools do that are provided in this package as demonstration applications. However, as the BIE format has been designed for a large number of very different applications, and to allow efficient direct processing by special JBIG hardware chip implementations, the BIE header contains only the minimum amount of information absolutely required by the decompression algorithm. Many features expected from a good file format are missing in the BIE data stream: - no "magic code" in the first few bytes to allow identification of the file format on a typeless file system and to allow automatic distinction from other compression algorithms - no standardized way to encode additional information such as a textual description, information about the meaning of various bit planes, the physical size and resolution of the document, etc. - a checksum to ensure image integrity - encryption and signature mechanisms - many things more Raw BIE data streams alone may therefore not be a suitable format for document archiving and exchange. A standard format for this purpose would typically combine a BIE representing the image data with an additional header providing auxiliary information into one file. Existing established multi-purpose file formats with a rich set of auxiliary information attributes like TIFF could be extended easily to also hold JBIG compressed data. On the other hand, in database applications for instance, a BIE might be stored directly in a variable length field. Auxiliary information would then be stored in other fields of the same record, to simply search operations. 2 Compressing an image 2.1 Format of the source image To be processed by the JBIG-KIT encoder, the image has to be present in memory as separate bitmap planes. Each byte of a bitmap contains eight pixels, where the most significant bit represents the leftmost of these. Each line of a bitmap has to be stored in an integral number of bytes. If the image width is not an integral multiple of eight, then the final byte has to be padded with zero bits. For example the 23x5 pixels large single plane image: .XXXXX..XXX...X...XXX.. .....X..X..X..X..X..... .....X..XXX...X..X.XXX. .X...X..X..X..X..X...X. ..XXX...XXX...X...XXX.. is represented by the 15 bytes 01111100 11100010 00111000 00000100 10010010 01000000 00000100 11100010 01011100 01000100 10010010 01000100 00111000 11100010 00111000 or in hexadecimal notation 7c e2 38 04 92 40 04 e2 5c 44 92 44 38 e2 38 This is the format used in binary PBM files and it can also be handled directly by the Xlib library of the X Window System. As JBIG can also handle images with multiple bit planes, the JBIG-KIT library functions accept and return always arrays of pointers to bitmaps with one pointer per plane. For single-plane images, the standard recommends that a 0 pixel represents the background and a 1 pixel represents the foreground color of an image, in other words, 0 is white and 1 is black for scanned paper documents. For images with several bits per pixel, the JBIG standard makes no recommendations about how various colors should be encoded. For greyscale images, by using a Gray code instead of a simple binary weighted representation of the pixel intensity, some increase in coding efficiency can be reached. A Gray code is also a binary representation of integer numbers, but it has the property that the representations of the integer numbers i and (i+1) always differ in exactly one bit. For example, the numbers 0 to 7 can be represented in normal binary code and Gray code as in the following table: normal number binary code Gray code --------------------------------------- 0 000 000 1 001 001 2 010 011 3 011 010 4 100 110 5 101 111 6 110 101 7 111 100 The form of Gray code shown above has the property that the second half of the code (numbers 4 - 7) is simply the mirrored first half (numbers 3 - 0) with the first bit set to one. This way, arbitrarily large Gray codes can be generated quickly by mirroring the above example and prefixing the first half with zeros and the second half with ones as often as required. In greyscale images, it is common practise to use the all-0 code for black and the all-1 code for white. No matter whether a Gray code or a binary code is used for encoding a pixel intensity in several bit planes, it always makes sense to store the most significant (leftmost) bit in plane 0, which is transmitted first. This way, a decoder could increase the precision of the displayed pixel intensities while data is still being received and the basic structure of the image will become visible as early as possible during the transmission. 2.2 A simple compression application In order to use JBIG-KIT in your application, just link libjbig.a to your executable (on Unix systems just add -ljbig and -L. to the command line options of your compiler, on other systems you will have to write a new Makefile anyway), copy the file jbig.h into your source directory and put the line #include "jbig.h" into your source code. The library interface follows object-oriented programming principles. You have to declare a variable (object) struct jbg_enc_state se; which contains the current status of an encoder. Then you initialize the encoder by calling the constructor function void jbg_enc_init(struct jbg_enc_state *s, unsigned long x, unsigned long y, int pl, unsigned char **p, void (*data_out)(unsigned char *start, size_t len, void *file), void *file); The parameters have the following meaning: s A pointer to the jbg_enc_state structure which you want to initialize. x The width of your image. y The height of your image. pl the number of bitmap planes you want to encode. p A pointer to an array of pl pointers, where each is again pointing to the first byte of a bitmap as described in section 2.1. data_out This is a call-back function which will be called during the compression process by libjbig in order to deliver the BIE data to the application. The parameters of the function data_out are a pointer start to the new block of data to be delivered, as well as the number len of delivered bytes. The pointer file is transparently delivered to data_out, as specified in jbg_enc_init(). Typically, data_out will write the BIE portion to a file, send it to a network connection, or append it to some memory buffer. file A pointer parameter that is passed on to data_out() and can be used, for instance, to allow data_out() to distinguish by which compression task it has been called in multi-threaded applications. In the simplest case, the compression is then started by calling the function void jbg_enc_out(struct jbg_enc_state *s); which will deliver the complete BIE to data_out() in several calls. After jbg_enc_out has returned, a call to the destructor function void jbg_enc_free(struct jbg_enc_state *s); will release any heap memory allocated by the previous functions. A minimal example application which sends the BIE of the above bitmap to stdout looks like this: --------------------------------------------------------------------------- /* A sample JBIG encoding application */ #include <stdio.h> #include "jbig.h" void output_bie(unsigned char *start, size_t len, void *file) { fwrite(start, 1, len, (FILE *) file); return; } int main() { unsigned char bitmap[15] = { /* 23 x 5 pixels, "JBIG" */ 0x7c, 0xe2, 0x38, 0x04, 0x92, 0x40, 0x04, 0xe2, 0x5c, 0x44, 0x92, 0x44, 0x38, 0xe2, 0x38 }; unsigned char *bitmaps[1] = { bitmap }; struct jbg_enc_state se; jbg_enc_init(&se, 23, 5, 1, bitmaps, output_bie, stdout); /* initialize encoder */ jbg_enc_out(&se); /* encode image */ jbg_enc_free(&se); /* release allocated resources */ return 0; } --------------------------------------------------------------------------- This software produces a 42 byte long BIE. (JBIG is not very good at compressing extremely small images like in this example, because the arithmetic encoder requires some startup data in order to generate reasonable statistics which influence the compression process and because there is some header overhead.) 2.3 More about compression If jbg_enc_out() is called directly after jbg_enc_init(), the following default values are used for various compression parameters: - Only one single resolution layer is used, i.e. no progressive mode. - The number of lines per stripe is selected so that approximately 35 stripes per image are used (as recommended in annex C of the standard together with the suggested adaptive template change algorithm). However, not less than 2 and not more than 128 lines are used in order to stay within the suggested minimum parameter support range specified in annex A of the standard). - All optional parts of the JBIG algorithm are activated (TPBON, TPDON and DPON). - The default resolution reduction table and the default deterministic prediction table are used - The maximal vertical offset of the adaptive template pixel is 0 and the maximal horizontal offset is 8 (mx = 8, my = 0). In order to change any of these default parameters, additional functions have to be called between jbg_enc_init() and jbg_enc_out(). In order to activate progressive encoding, it is possible to specify with void jbg_enc_layers(struct jbg_enc_state *s, int d); the number d of differential resolution layers which shall be encoded in addition to the lowest resolution layer 0. For example, if a document with 60-micrometer pixels has to be stored, and the lowest resolution layer shall have 240-micrometer pixels, so that a screen previewer can directly decompress only the required resolution, then a call jbg_enc_layers(&se, 2); will cause three layers with 240, 120 and 60 micrometers resolution to be generated. If the application does not know what typical resolutions are used and simply wants to ensure that the lowest resolution layer will fit into a given maximal window size, then as an alternative, a call to int jbg_enc_lrlmax(struct jbg_enc_state *s, unsigned long mwidth, unsigned long mheight); will cause the library to automatically determine the suitable number of resolutions so that the lowest resolution layer 0 will not be larger than mwidth x mheight pixels. E.g. if one wants to ensure that systems with a 640 x 480 pixel large screen can decode the required resolution directly, then call jbg_enc_lrlmax(&se, 640, 480); The return value is the number of differential layers selected. After the number of resolution layers has been specified by calls to jbg_enc_layers() or jbg_enc_lrlmax(), by default, all these layers will be written into the BIE. This can be changed with a call to int jbg_enc_lrange(struct jbg_enc_state *s, int dl, int dh); Parameter dl specifies the lowest resolution layer and dh the highest resolution layer that will appear in the BIE. For instance, if layer 0 shall be written to the first BIE and layer 1 and 2 shall be written to a second one, then before writing the first BIE, call jbg_enc_lrange(&se, 0, 0); and before writing the second BIE with jbg_enc_out(), call jbg_enc_lrange(&se, 1, 2); If any of the parameters is negative, it will be ignored. The return value is the total number of differential layers that will represent the input image. This way, jbg_enc_lrange(&se, -1, -1) can be used to query the layer of the full image resolution. A number of other more exotic options of the JBIG algorithm can be modified by calling void jbg_enc_options(struct jbg_enc_state *s, int order, int options, long l0, int mx, int my); before calling jbg_enc_out(). The order parameter can be a combination of the bits JBG_HITOLO, JBG_SEQ, JBG_ILEAVE and JBG_SMID and it determines in which order the SDEs are stored in the BIE. The bits have the following meaning: JBG_HITOLO Usually, the lower resolution layers are stored before the higher resolution layers, so that a decoder can already start to display a low resolution version of the full image once a prefix of the BIE has been received. When this bit is set, however, the BIE will contain the higher layers before the lower layers. This avoids additional buffer memory in the encoder and is intended for applications where the encoder is connected to a database which can easily reorder the SDEs before sending them to a decoder. Warning: JBIG decoders are not expected to support the HITOLO option (e.g. the JBIG-KIT decoder currently does not) so you should normally not use it. JBG_SEQ Usually, at first all stripes of one resolution layer are written to the BIE and then all stripes of the next layer, and so on. When the SEQ bit is set however, then all layers of the first stripe will be written, followed by all layers of the second stripe, etc. This option also should normally never be required and is not supported by the current JBIG-KIT decoder. JBG_SMID In case there exist several bit planes, then the order of the stripes is determined by three loops over all stripes, all planes and all layers. When SMID is set, the loop over all stripes is the middle loop. JBG_ILEAVE If this bit is set, then at first all layers of one plane are written before the encoder starts with the next plane. The above description may be somewhat confusing, but the following table (see also Table 11 in ITU-T T.82) clarifies how the three bits JBG_SEQ, JBIG_ILEAVE and JBG_SMID influence the ordering of the loops over all stripes, planes and layers: Loops: JBG_SEQ JBG_ILEAVE JBG_SMID | Outer Middle Inner ------------------------------------+--------------------------- 0 0 0 | p d s 0 1 0 | d p s 0 1 1 | d s p 1 0 0 | s p d 1 0 1 | p s d 1 1 0 | s d p p: plane, s: stripe, d: layer By default, the order combination JBG_ILEAVE | JBG_SMID is used. The options value can contain the following bits, which activate some of the optional algorithms defined by JBIG: JBG_LRLTWO Normally, in the lowest resolution layer, pixels from three lines around the next pixel are used in order to determine the context in which the next pixel is encoded. Some people in the JBIG committee seem to have argued that using only 2 lines will make software implementations a little bit faster, however others have argued that using only two lines will decrease compression efficiency by around 5%. As you might expect from a committee, now both alternatives are allowed and if JBG_LRLTWO is set, the slightly faster but 5% less well compressing two line alternative is selected. God bless the committees. Although probably nobody will ever need this option, it has been implemented in JBIG-KIT and is off by default. JBG_TPDON This activates the "typical prediction" algorithm for differential layers which avoids that large areas of equal color have to be encoded at all. This is on by default and there is no good reason to switch it off except for debugging or preparing data for cheap JBIG hardware that might not support this option. JBG_TPBON Like JBG_TPDON this activates the "typical prediction" algorithm in the lowest resolution layer. Also activated by default. JBG_DPON This bit activates for the differential resolution layers the "deterministic prediction" algorithm, which avoids that higher resolution layer pixels are encoded when their value can already be determined with the knowledge of the neighbor pixels, the corresponding lower resolution pixels and the resolution reduction algorithm. This is also activated by default and one reason for deactivating it would be if the default resolution reduction algorithm were replaced by another one. JBG_DELAY_AT Use a slightly less efficient algorithm to determine when an adaptive template change is necessary. With this bit set, the encoder output is compatible to the conformance test examples in cause 7.2 of ITU-T T.82. Then all adaptive template changes are delayed until the first line of the next stripe. This option is by default deactivated and is only required for passing a special compatibility test suite. In addition, parameter l0 in jbg_enc_options() allows you to specify the number of lines per stripe in resolution layer 0. The parameters mx and my change the maximal offset allowed for the adaptive template pixel. JBIG-KIT now supports the full range of possible mx values up to 127 in the encoder and decoder, but my is at the moment ignored and always set to 0. As the standard requires of all decoder implementations only to support maximum values mx = 16 and my = 0, higher values should normally be avoided in order to guarantee interoperability. The ITU-T T.85 profile for JBIG in fax machines requires support for mx = 127 and my = 0. Default is mx = 8 and my = 0. If any of the parameters order, options, mx or my is negative, or l0 is zero, then the corresponding current value remains unmodified. The resolution reduction and deterministic prediction tables can also be replaced. However as these options are anyway only for experts, please have a look at the source code of jbg_enc_out() and the struct members dppriv and res_tab of struct jbg_enc_state for the details of how to do this, in case you really need it. The functions jbg_int2dppriv and jbg_dppriv2int are provided in order to convert the DPTABLE data from the format used in the standard into the more efficient format used internally by JBIG-KIT. If you want to encode a greyscale image, you can use the library function void jbg_split_planes(unsigned long x, unsigned long y, int has_planes, int encode_planes, const unsigned char *src, unsigned char **dest, int use_graycode); It separates an image in which each pixel is represented by one or more bytes into separate bit planes. The dest array of pointers to these bit planes can then be handed over to jbg_enc_init(). The variables x and y specify the width and height of the image in pixels, and has_planes specifies how many bits per pixel are used. As each pixel is represented by an integral number of consecutive bytes, of which each contains up to eight bits, the total length of the input image array src[] will therefore be x * y * ((has_planes + 7) / 8) bytes. The pixels are stored as usually in English reading order, and for each pixel the integer value is stored with the most significant byte coming first (Bigendian). This is exactly the format used in raw PGM files. In encode_planes, the number of bit planes that shall be extracted can be specified. This allows for instance to extract only the most significant 8 bits of a 12-bit image, where each pixel is represented by two bytes, by specifying has_planes = 12 and encode_planes = 8. If use_graycode is zero, then the binary code of the pixel integer values will be used instead of the Gray code. Plane 0 contains always the most significant bit. 3 Decompressing an image Like with the compression functions, if you want to use the JBIG-KIT library, you have to put the line #include "jbig.h" into your source code and link your executable with libjbig.a. The state of a JBIG decoder is stored completely in a struct and you will have to define a variable like struct jbg_dec_state sd; which is initialized by a call to void jbg_dec_init(struct jbg_dec_state *s); After this, you can directly start to pass data from the BIE to the decoder by calling the function int jbg_dec_in(struct jbg_dec_state *s, unsigned char *data, size_t len, size_t *cnt); The pointer data points to the first byte of a data block with length len, which contains bytes from a BIE. It is not necessary to pass a whole BIE at once to jbg_dec_in(), it can arrive fragmented in any way by calling jbg_dec_in() several times. It is also possible to send several BIEs concatenated to jbg_dec_in(), however these then have to fit together. If you send several BIEs to the decoder, the lowest resolution layer in each following BIE has to be the highest resolution layer in the previous BIE plus one and the image sizes and number of planes also have to fit together, otherwise jbg_dec_in() will return the error JBG_ENOCONT after the header of the new BIE has been received completely. If pointer cnt is not NULL, then the number of bytes actually read from the data block is stored there. In case the data block did not contain the end of the BIE, then the value JBG_EAGAIN will be returned and *cnt equals len. Once the end of a BIE has been reached, the return value of jbg_dec_in() will be JBG_EOK. After this has happened, the functions and macros long jbg_dec_getwidth(struct jbg_dec_state *s); long jbg_dec_getheight(struct jbg_dec_state *s); int jbg_dec_getplanes(struct jbg_dec_state *s); unsigned char *jbg_dec_getimage(struct jbg_dec_state *s, int plane); long jbg_dec_getsize(struct jbg_dec_state *s); can be used to query the dimensions of the now completely decoded image and to get a pointer to all bitmap planes. The bitmaps are stored as described in section 2.1. The function jbg_dec_getsize() calculates the number of bytes which one bitmap requires. The function void jbg_dec_merge_planes(const struct jbg_dec_state *s, int use_graycode, void (*data_out)(unsigned char *start, size_t len, void *file), void *file); allows you to merge the bit planes that can be accessed individually with jbg_dec_getimage() into an array with one or more bytes per pixel (i.e., the format provided to jbg_split_planes()). If use_graycode is zero, then a binary encoding will be used. The output array will be delivered via the callback function data_out, exactly in the same way in which the encoder provides the BIE. The function long jbg_dec_getsize_merged(const struct jbg_dec_state *s); determines how long the data array delivered by jbg_dec_merge_planes() is going to be. Before calling jbg_dec_in() the first time, it is possible to specify with a call to void jbg_dec_maxsize(struct jbg_dec_state *s, unsigned long xmax, unsigned long ymax); an abort criterion for progressively encoded images. For instance if an application will display a whole document on a screen which is 1024 x 768 pixels large, then this application should call jbg_dec_maxsize(&sd, 1024, 768); before the decoding process starts. If the image has been encoded in progressive mode (i.e. with several resolution layers), then the decoder will stop with a return value JBG_EOK_INTR after the largest resolution layer that is still smaller than 1024 x 768. However this is no guarantee that the image which can then be read out using jbg_dec_getimage(), etc. is really not larger than the specified maximal size. The application will have to check the size of the image, because the decoder does not automatically apply a resolution reduction if no suitable resolution layer is available in the BIE. If jbg_dec_in() returned JBG_EOK_INTR or JBG_EOK, then it is possible to continue calling jbg_dec_in() with the remaining data in order to either decode the remaining resolution layers of the current BIE or in order to add another BIE with additional resolution layers. In both cases, after jbg_dec_in() returned JBG_EOK_INTR or JBG_EOK, *cnt is probably not equal to len and the remainder of the data block which has not yet been processed by the decoder has to be delivered to jbg_dec_in() again. If any other return value than JBG_EOK, JBG_EOK_INTR or JBG_EAGAIN has been returned by jbg_dec_in(), then an error has occurred and void jbg_dec_free(struct jbg_dec_state *s); should be called in order to release any allocated memory. The destructor jbg_dec_free() should of course also be called, once the decoded bitmap returned by jbg_dec_getimage() is no longer required and the memory can be released. The function const char *jbg_strerror(int errnum, int language); returns a pointer to a short single line test message which explains the return value of jbg_dec_in(). This message can be used in order to provide the user a brief informative message about what when wrong while decompressing the JBIG image. The error messages are available in several languages and in several character sets. Currently supported are the following values for the language parameter: JBG_EN English messages in ASCII JBG_DE_8859_1 German messages in ISO 8859-1 Latin 1 character set JBG_DE_UTF_8 German messages in ISO 10646/Unicode UTF-8 encoding The current implementation of the JBIG-KIT decoder has the following limitations: - The maximal vertical offset MY of the adaptive template pixel must be zero. - HITOLO and SEQ bits must not be set in the order value. - Not more than JBG_ATMOVES_MAX (currently set to 64) ATMOVE marker segments can be handled per stripe. - the number D of differential layers must be less than 32 None of the above limitations can be exceeded by a JBIG data stream that conforms to the ITU-T T.85 application profile for the use of JBIG1 in fax machines. There are two more limitations of the current implementation of the JBIG-KIT decoder that might cause problems with processing JBIG data stream that conform to ITU-T T.85: - The JBIG-KIT decoder was designed to operate incrementally. Each received byte is processed immediately as soon as it arrives. As a result, it does not look beyond the SDRST/SDNORM at the end of all stripes for any immediately following NEWLEN marker that might reduce the number of lines encoded by the current stripe. However section 6.2.6.2 of ITU-T T.82 says that a NEWLEN marker segment "could refer to a line in the immediately preceding stripe due to an unexpected termination of the image or the use of only such stripe", and ITU-T.85 explicitly suggests the use of this for fax machines that start transmission before having encountered the end of the page. - The image size initially indicated in the BIE header is used to allocate memory for a bitmap of this size. This means that BIEs that set initially Y_D = 0xffffffff (as suggested in ITU-T T.85 for fax machines that do not know the height of the page at the start of the transmission) cannot be decoded directly by this version. For both issues, there is a very simple workaround: If you encounter a BIE that has in the header the VLENGTH=1 option bit set, then first wait until you have received the entire BIE and stored it in memory. Then call the function int jbg_newlen(unsigned char *bie, size_t len); where bie is a pointer to the first byte of the BIE and len its length in bytes. This function will scan the entire BIE for the first NEWLEN marker segment. It will then take the updated image-height value YD from it and use it to overwrite the YD value in the BIE header. The jbg_newlen() can return some of the same error codes as jbg_dec_in(), namely JBG_EOK if everything went fine, JBG_EAGAIN is the data provided is too short to be a valid BIE, JBG_EINVAL if a format error was encountered, and JBG_EABORT if an ABORT marker segment was found. After having patched the image-height value in the BIE using jbg_newlen(), simply hand over the BIE as usual to jbg_dec_in(). A more detailed description of the JBIG-KIT implementation is Markus Kuhn: Effiziente Kompression von bi-level Bilddaten durch kontextsensitive arithmetische Codierung. Studienarbeit, Lehrstuhl für Betriebssysteme, IMMD IV, Universität Erlangen-Nürnberg, Erlangen, July 1995. (German, 62 pages) <http://www.cl.cam.ac.uk/~mgk25/kuhn-sta.pdf> Please quote the above if you use JBIG-KIT in your research project. *** Happy compressing *** [end]