DefogNet: A Single-Image Dehazing Algorithm with Cyclic Structure and Cross-Layer Connections

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Models</td><td class="align_center">Loss function</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Net-1</td><td class="align_center"><span style="width: 74.3296ptpx;"><svg height="14.6529pt" id="M100" style="vertical-align:-5.36457pt" version="1.1" viewbox="-0.0498162 -9.28833 74.3296 14.6529" width="74.3296pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M541 160L512 170C485 116 462 88 439 67C411 41 376 35 318 35C272 35 238 37 224 48C207 61 205 85 212 121L290 533C305 611 308 615 391 622L397 650H139L133 622C217 615 221 612 206 533L126 118C111 41 103 34 23 26L17 0H474C489 31 528 124 541 160Z"></path></g><g transform="matrix(.0091,0,0,-0.0091,8.294,3.132)"><path d="M614 175C564 76 510 21 408 21C256 21 146 149 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270Z"></path></g></svg></span></td></tr><tr><td class="align_left">Net-2</td><td class="align_center"><span style="width: 60.5005ptpx;"><svg height="14.0004pt" id="M101" style="vertical-align:-5.3645pt" version="1.1" viewbox="-0.0498162 -8.6359 60.5005 14.0004" width="60.5005pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M541 160L512 170C485 116 462 88 439 67C411 41 376 35 318 35C272 35 238 37 224 48C207 61 205 85 212 121L290 533C305 611 308 615 391 622L397 650H139L133 622C217 615 221 612 206 533L126 118C111 41 103 34 23 26L17 0H474C489 31 528 124 541 160Z"></path></g><g transform="matrix(.0091,0,0,-0.0091,8.294,3.132)"><path d="M517 51L485 54C448 58 441 63 441 115V712C404 700 337 684 285 678V653C357 648 362 645 362 580V437C339 446 309 449 295 449C159 449 38 340 38 201C38 61 143 -12 223 -12C234 -12 261 -6 301 17L362 53V-12C420 9 495 22 517 26V51ZM362 85C338 67 301 51 266 51C201 51 128 109 128 228C128 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<div>Neural networks with different loss functions.</div>

Complexity

tab1

Table 1

Table 1: DefogNet: A Single-Image Dehazing Algorithm with Cyclic Structure and Cross-Layer Connections 