公开(公告)号：US20210183038A1

公开(公告)日：2021-06-17

申请号：US16715106

申请日：2019-12-16

Applicant: International Business Machines Corporation

Inventor： Jian Xu ,  Guo Qiang Hu ,  Fan Li ,  Sheng Nan Zhu ,  Jinfeng Li ,  Jun Zhu

IPC: G06T7/00 ,  G06K9/62

Abstract: In an approach for object detection with missing annotations under visual inspection, a processor receives an image. A processor classifies the image being a not-good image using a pre-trained classifier. A not-good image means one or more defect objects being in the image. A processor, in response to classifying the image being the not-good image, detects the one or more defect objects in the not-good image. A processor masks the one or more defect objects in the not-good image. A processor inputs the masked image to train a detector.

公开(公告)号：US20210158503A1

公开(公告)日：2021-05-27

申请号：US16690954

申请日：2019-11-21

Applicant: International Business Machines Corporation

Inventor： Jinfeng Li ,  GUO QIANG HU ,  Fan Li ,  Wei Zhao ,  Jian Xu ,  Jun Zhu

IPC: G06T7/00 ,  G06K9/62 ,  G06K9/46

Abstract: Aspects described herein include a computer-implemented method and associated system and computer program product. The method includes training a model using a plurality of defect images. Each defect image corresponds to a respective first feature combination of encoded textual features of a predefined set of textual features. The method further includes generating a first synthetic image using the model. The first synthetic image corresponds to a second feature combination of encoded textual features of the predefined set that is distinct from the first feature combinations.

公开(公告)号：US20190213107A1

公开(公告)日：2019-07-11

申请号：US15862864

申请日：2018-01-05

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Francisco M. Anaya ,  John Michael Chase ,  Yingcong Guan ,  Roger H.E. Pett ,  Trong Truong ,  Jian Xu

IPC: G06F11/36

Abstract: A computer-implemented method includes generating static analysis data by performing static analysis on a program. A breakpoint is set in the program automatically, by a computer processor, based on the static analysis data. The breakpoint is hit during a runtime of the program. A program bug is automatically identified at a context location of the breakpoint when the breakpoint is hit during the runtime of the program. An interactive debugging session of the program is launched automatically at the context location of the breakpoint, based on the identifying the program bug.

公开(公告)号：US20180196733A1

公开(公告)日：2018-07-12

申请号：US15401124

申请日：2017-01-09

Applicant: International Business Machines Corporation

Inventor： Xiao Ling Chen ,  Chuan He ,  Yan Huang ,  Jiang Yi Liu ,  Jian Xu ,  Chong Zhou

IPC: G06F11/36

CPC classification number: G06F11/3624 ,  G06F11/3664

Abstract: A method, computer program product and/or system for pre-fetching disassembly code. A breakpoint is set within an application under test (AUT). Setting of the breakpoint triggers pre-fetching of disassembly code associated with the breakpoint. The pre-fetched disassembly code is retained in a store local to a debug analysis system. When runtime processing of the AUT reaches the breakpoint, the debug analysis system retrieves the disassembly code from the local store.