{"id":"https://openalex.org/W4406859879","doi":"https://doi.org/10.1109/vcip63160.2024.10849903","title":"Coarse-to-fine Transformer For Lossless 3D Medical Image Compression","display_name":"Coarse-to-fine Transformer For Lossless 3D Medical Image Compression","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4406859879","doi":"https://doi.org/10.1109/vcip63160.2024.10849903"},"language":"en","primary_location":{"id":"doi:10.1109/vcip63160.2024.10849903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip63160.2024.10849903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101965990","display_name":"Xiaoxuan Yang","orcid":"https://orcid.org/0000-0002-6934-8828"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoxuan Yang","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086398934","display_name":"Guo Lu","orcid":"https://orcid.org/0000-0001-6951-0090"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113652594","display_name":"Donghui Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghui Feng","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113172890","display_name":"Zhi\u2010Lin Cheng","orcid":"https://orcid.org/0000-0003-3164-5883"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengxue Cheng","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101135416","display_name":"Guosheng Yu","orcid":"https://orcid.org/0009-0007-2552-3982"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guosheng Yu","raw_affiliation_strings":["T-Head Semiconductor Co., Ltd,Alibaba Group,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"T-Head Semiconductor Co., Ltd,Alibaba Group,Hangzhou,China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002404808","display_name":"Li Song","orcid":"https://orcid.org/0000-0002-7124-5182"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Song","raw_affiliation_strings":["Shanghai Jiao Tong University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101965990"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.2632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59039386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9017999768257141,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.7783161401748657},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5676218271255493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5629685521125793},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.49561870098114014},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4361536502838135},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.41585367918014526},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39054417610168457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33616846799850464},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27296018600463867},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.17374485731124878},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.16829022765159607},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.12753593921661377},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12099099159240723}],"concepts":[{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.7783161401748657},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5676218271255493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5629685521125793},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.49561870098114014},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4361536502838135},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.41585367918014526},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39054417610168457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33616846799850464},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27296018600463867},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.17374485731124878},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.16829022765159607},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.12753593921661377},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12099099159240723}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vcip63160.2024.10849903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vcip63160.2024.10849903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Visual Communications and Image Processing (VCIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1597794713","https://openalex.org/W2146395539","https://openalex.org/W2170023599","https://openalex.org/W2965631471","https://openalex.org/W2971904947","https://openalex.org/W3020741905","https://openalex.org/W3026637813","https://openalex.org/W4224314722","https://openalex.org/W4387211069","https://openalex.org/W4403619658","https://openalex.org/W6732492507","https://openalex.org/W6746052068","https://openalex.org/W6756908836","https://openalex.org/W6809969939","https://openalex.org/W6810415126","https://openalex.org/W6839105176","https://openalex.org/W6846041338","https://openalex.org/W6846659131","https://openalex.org/W6855899409","https://openalex.org/W6862197471","https://openalex.org/W6862942319","https://openalex.org/W6870972414"],"related_works":["https://openalex.org/W3210332869","https://openalex.org/W2385628723","https://openalex.org/W2547124190","https://openalex.org/W4327499886","https://openalex.org/W4294006383","https://openalex.org/W2115343698","https://openalex.org/W3180760233","https://openalex.org/W2096442341","https://openalex.org/W2751842002","https://openalex.org/W4210455546"],"abstract_inverted_index":{"The":[0,74],"rapid":[1],"advancements":[2],"in":[3,124],"medical":[4,19,25,54],"imaging":[5],"have":[6],"led":[7],"to":[8,69,88],"a":[9,40,45,66,85],"growing":[10],"demand":[11],"for":[12,49,100],"high-performance":[13],"lossless":[14,50],"compression":[15,36,51,117,125],"of":[16,52],"large":[17],"3D":[18,53],"image":[20],"datasets.":[21,134],"Unlike":[22],"natural":[23],"images,":[24],"images":[26],"typically":[27],"feature":[28],"three-dimensional":[29],"structures,":[30],"and":[31,103],"high":[32],"bit-depth,":[33],"necessitating":[34],"specialized":[35],"techniques.":[37],"Based":[38],"on":[39,132],"decoder-only":[41],"transformer,":[42],"we":[43],"propose":[44],"learnable":[46],"dual-decoder":[47],"model":[48,89,114],"images.":[55],"Our":[56],"approach":[57],"packs":[58],"voxels":[59],"into":[60,84],"patches,":[61],"which":[62],"are":[63,81],"processed":[64],"by":[65],"patch-level":[67],"decoder":[68,87],"extract":[70],"the":[71,78,97,128],"patch":[72,79],"feature.":[73],"voxels,":[75],"along":[76],"with":[77,119],"feature,":[80],"subsequently":[82],"fed":[83],"voxel-level":[86],"each":[90,101],"voxel.":[91],"This":[92],"coarse-to-fine":[93],"modeling":[94,106],"strategy":[95],"reduces":[96],"computational":[98],"time":[99],"voxel":[102],"enables":[104],"long-range":[105],"dependencies.":[107],"Experimental":[108],"results":[109],"demonstrate":[110],"that":[111],"our":[112],"proposed":[113],"achieves":[115],"state-of-the-art":[116],"performance,":[118],"an":[120],"approximately":[121],"15%":[122],"improvement":[123],"performance":[126],"over":[127],"traditional":[129],"JP3D":[130],"benchmark":[131],"various":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}